Enhong Chen

Appl. Artif. Intell., December, 2024

Caption matters: a new perspective for knowledge-based visual question answering.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., November, 2024

Exploiting Instance-level Relationships in Weakly Supervised Text-to-Video Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., October, 2024

Description-Enhanced Label Embedding Contrastive Learning for Text Classification.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2024

Learning Relation-Enhanced Hierarchical Solver for Math Word Problems.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2024

A survey on large language models for recommendation.

[BibT_eX]

[DOI]

World Wide Web (WWW), September, 2024

Bi-Discriminator Domain Adversarial Neural Networks With Class-Level Gradient Alignment.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., September, 2024

InteractNet: Social Interaction Recognition for Semantic-rich Videos.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., August, 2024

Attacking Social Media via Behavior Poisoning.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, August, 2024

When large language models meet personalization: perspectives of challenges and opportunities.

[BibT_eX]

[DOI]

World Wide Web (WWW), July, 2024

Towards Unified Representation Learning for Career Mobility Analysis with Trajectory Hypergraph.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., July, 2024

Multimodal Dialogue Systems via Capturing Context-aware Dependencies and Ordinal Information of Semantic Elements.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., June, 2024

When I Fall in Love: Capturing Video-Oriented Social Relationship Evolution via Attentive GNN.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., June, 2024

Boosting Factorization Machines via Saliency-Guided Mixup.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., June, 2024

Semantic Interaction Matching Network for Few-Shot Knowledge Graph Completion.

[BibT_eX]

[DOI]

ACM Trans. Web, May, 2024

Hierarchical Multi-Modal Attention Network for Time-Sync Comment Video Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., April, 2024

A relation-aware representation approach for the question matching system.

[BibT_eX]

[DOI]

World Wide Web (WWW), March, 2024

SetRank: A Setwise Bayesian Approach for Collaborative Ranking in Recommender System.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., March, 2024

Walk in Views: Multi-view Path Aggregation Graph Network for 3D Shape Analysis.

[BibT_eX]

[DOI]

Inf. Fusion, March, 2024

Career Mobility Analysis With Uncertainty-Aware Graph Autoencoders: A Job Title Transition Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., February, 2024

A Multi-Aspect Neural Tensor Factorization Framework for Patent Litigation Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, February, 2024

Group Multi-View Transformer for 3D Shape Analysis With Spatial Encoding.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Color Enhanced Cross Correlation Net for Image Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Modeling Student Performance Using Feature Crosses Information for Knowledge Tracing.

[BibT_eX]

[DOI]

IEEE Trans. Learn. Technol., 2024

A Survey of Knowledge Tracing: Models, Variants, and Applications.

[BibT_eX]

[DOI]

IEEE Trans. Learn. Technol., 2024

DFME: A New Benchmark for Dynamic Facial Micro-Expression Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2024

MLC-DKT: A multi-layer context-aware deep knowledge tracing model.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2024

IODRNN - Incremental output decomposition for a valid traffic flow prediction with GNSS data.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2024

Breaking Determinism: Fuzzy Modeling of Sequential Recommendation Using Discrete State Space Diffusion Model.

[BibT_eX]

[DOI]

CoRR, 2024

DisenTS: Disentangled Channel Evolving Pattern Modeling for Multivariate Time Series Forecasting.

[BibT_eX]

[DOI]

CoRR, 2024

Learning Recommender Systems with Soft Target: A Decoupled Perspective.

[BibT_eX]

[DOI]

CoRR, 2024

Diffusion Auto-regressive Transformer for Effective Self-supervised Time Series Forecasting.

[BibT_eX]

[DOI]

CoRR, 2024

Benchmarking Large Language Models for Conversational Question Answering in Multi-instructional Documents.

[BibT_eX]

[DOI]

CoRR, 2024

Revisiting the Solution of Meta KDD Cup 2024: CRAG.

[BibT_eX]

[DOI]

CoRR, 2024

Pre-trained Language Model and Knowledge Distillation for Lightweight Sequential Recommendation.

[BibT_eX]

[DOI]

CoRR, 2024

ChemEval: A Comprehensive Multi-Level Chemical Evaluation for Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Generating Event-oriented Attribution for Movies via Two-Stage Prefix-Enhanced Multimodal LLM.

[BibT_eX]

[DOI]

CoRR, 2024

ToolACE: Winning the Points of LLM Function Calling.

[BibT_eX]

[DOI]

CoRR, 2024

VideoLLM-MoD: Efficient Video-Language Streaming with Mixture-of-Depths Vision Computation.

[BibT_eX]

[DOI]

CoRR, 2024

Denoising Pre-Training and Customized Prompt Learning for Efficient Multi-Behavior Sequential Recommendation.

[BibT_eX]

[DOI]

CoRR, 2024

Deep Tree-based Retrieval for Efficient Recommendation: Theory and Method.

[BibT_eX]

[DOI]

CoRR, 2024

Analytical and Empirical Study of Herding Effects in Recommendation Systems.

[BibT_eX]

[DOI]

CoRR, 2024

Multi-agent Multi-armed Bandits with Stochastic Sharable Arm Capacities.

[BibT_eX]

[DOI]

CoRR, 2024

Learn while Unlearn: An Iterative Unlearning Framework for Generative Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Empowering Few-Shot Relation Extraction with The Integration of Traditional RE Methods and Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Detect, Investigate, Judge and Determine: A Novel LLM-based Framework for Few-shot Fake News Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Entropy Law: The Story Behind Data Compression and LLM Performance.

[BibT_eX]

[DOI]

CoRR, 2024

A Survey of Models for Cognitive Diagnosis: New Developments and Future Directions.

[BibT_eX]

[DOI]

CoRR, 2024

Foundations and Frontiers of Graph Learning Theory.

[BibT_eX]

[DOI]

CoRR, 2024

From a Social Cognitive Perspective: Context-aware Visual Social Relationship Recognition.

[BibT_eX]

[DOI]

CoRR, 2024

Exploring User Retrieval Integration towards Large Language Models for Cross-Domain Sequential Recommendation.

[BibT_eX]

[DOI]

CoRR, 2024

EduNLP: Towards a Unified and Modularized Library for Educational Resources.

[BibT_eX]

[DOI]

CoRR, 2024

Video-MME: The First-Ever Comprehensive Evaluation Benchmark of Multi-modal LLMs in Video Analysis.

[BibT_eX]

[DOI]

CoRR, 2024

Cognitive Evolutionary Learning to Select Feature Interactions for Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2024

NoteLLM-2: Multimodal Large Representation Models for Recommendation.

[BibT_eX]

[DOI]

CoRR, 2024

Learning Partially Aligned Item Representation for Cross-Domain Sequential Recommendation.

[BibT_eX]

[DOI]

CoRR, 2024

Knowledge Graph Pruning for Recommendation.

[BibT_eX]

[DOI]

CoRR, 2024

DynLLM: When Large Language Models Meet Dynamic Graph Recommendation.

[BibT_eX]

[DOI]

CoRR, 2024

Understanding Privacy Risks of Embeddings Induced by Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

WESE: Weak Exploration to Strong Exploitation for LLM Agents.

[BibT_eX]

[DOI]

CoRR, 2024

Survey of Computerized Adaptive Testing: A Machine Learning Perspective.

[BibT_eX]

[DOI]

CoRR, 2024

A Unified Framework for Adaptive Representation Enhancement and Inversed Learning in Cross-Domain Recommendation.

[BibT_eX]

[DOI]

CoRR, 2024

END4Rec: Efficient Noise-Decoupling for Multi-Behavior Sequential Recommendation.

[BibT_eX]

[DOI]

CoRR, 2024

Editing Knowledge Representation of Language Lodel via Rephrased Prefix Prompts.

[BibT_eX]

[DOI]

CoRR, 2024

A Dataset for the Validation of Truth Inference Algorithms Suitable for Online Deployment.

[BibT_eX]

[DOI]

CoRR, 2024

Empowering Sequential Recommendation from Collaborative Signals and Semantic Relatedness.

[BibT_eX]

[DOI]

CoRR, 2024

NoteLLM: A Retrievable Large Language Model for Note Recommendation.

[BibT_eX]

[DOI]

CoRR, 2024

Towards Generalist Prompting for Large Language Models by Mental Models.

[BibT_eX]

[DOI]

CoRR, 2024

Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Communication-Efficient Distributed Learning with Local Immediate Error Compensation.

[BibT_eX]

[DOI]

CoRR, 2024

Seed Optimization with Frozen Generator for Superior Zero-shot Low-light Enhancement.

[BibT_eX]

[DOI]

CoRR, 2024

Understanding the planning of LLM agents: A survey.

[BibT_eX]

[DOI]

CoRR, 2024

CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

Masked Pre-trained Model Enables Universal Zero-shot Denoiser.

[BibT_eX]

[DOI]

CoRR, 2024

Understanding and improving fairness in cognitive diagnosis.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2024

NoteLLM: A Retrievable Large Language Model for Note Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

Unified Uncertainty Estimation for Cognitive Diagnosis Models.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

Large Language Model based Long-tail Query Rewriting in Taobao Search.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

A Knowledge-Injected Curriculum Pretraining Framework for Question Answering.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

Efficient Noise-Decoupling for Multi-Behavior Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

Towards Personalized Evaluation of Large Language Models with An Anonymous Crowd-Sourcing Platform.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

GAP: A Grammar and Position-Aware Framework for Efficient Recognition of Multi-Line Mathematical Formulas.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, 2024

MDAP: A Multi-view Disentangled and Adaptive Preference Learning Framework for Cross-Domain Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2024, 2024

Unifying Graph Retrieval and Prompt Tuning for Graph-Grounded Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Graph-based Student Knowledge Profile for Online Intelligent Education.

[BibT_eX]

[DOI]

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

H2LMER: A Cross Frame-Rate Representation Alignment Framework for Micro-expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

A Multi-scale Feature Learning Network with Optical Flow Correction for Micro- and Macro-expression Spotting.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Bridging Gaps in Content and Knowledge for Multimodal Entity Linking.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

One-bit Deep Hashing: Towards Resource-Efficient Hashing Model with Binary Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Speak From Heart: An Emotion-Guided LLM-Based Multimodal Method for Emotional Dialogue Generation.

[BibT_eX]

[DOI]

Proceedings of the 2024 International Conference on Multimedia Retrieval, 2024

Dataset Regeneration for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

When Box Meets Graph Neural Network in Tag-aware Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Pre-training General User Representation with Multi-type APP Behaviors.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Are Mixture-of-Modality-Experts Transformers Robust to Missing Modality During Training and Inferring?

[BibT_eX]

[DOI]

Yan Gao

Tong Xu

Proceedings of the Intelligent Information Processing XII, 2024

A Unified Adaptive Testing System Enabled by Hierarchical Structure Search.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Knowledge-Enhanced Multi-perspective Incongruity Perception Network for Multimodal Sarcasm Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

TGMAE: Self-supervised Micro-Expression Recognition with Temporal Gaussian Masked Autoencoder.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Editing Knowledge Representation of Language Model via Rephrased Prefix Prompts.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Locating and Mitigating Gender Bias in Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2024

Scaling Up Multivariate Time Series Pre-Training with Decoupled Spatial-Temporal Representations.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Granular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Grounding.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

In-Context Former: Lightning-fast Compressing Context for Large Language Model.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

ARM: An Alignment-and-Replacement Module for Chinese Spelling Check Based on LLMs.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting.

[BibT_eX]

[DOI]

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Towards Explainable Computerized Adaptive Testing with Large Language Model.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

MRT: Multi-modal Short- and Long-range Temporal Convolutional Network for Time-sync Comment Video Behavior Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Learning the Dynamics in Sequential Recommendation by Exploiting Real-time Information.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Bridging User Dynamics: Transforming Sequential Recommendations with Schrödinger Bridge and Diffusion Models.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

Mitigating Cold-Start Problems in Knowledge Tracing with Large Language Models: An Attribute-aware Approach.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

FZR: Enhancing Knowledge Transfer via Shared Factors Composition in Zero-Shot Relational Learning.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

MERGE: Multi-view Relationship Graph Network for Event-Driven Stock Movement Prediction.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 8th International Joint Conference, 2024

Leveraging Entity Information for Cross-Modality Correlation Learning: The Entity-Guided Multimodal Summarization.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Visualization Recommendation with Prompt-based Reprogramming of Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Generative Input: Towards Next-Generation Input Methods Paradigm.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Federated Contextual Cascading Bandits with Asynchronous Communication and Heterogeneous Users.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Markov-Driven Graph Convolutional Networks for Social Spammer Detection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., December, 2023

Competition Analysis on Enterprise Ecosystems via Multiview Relational Hypergraph Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., December, 2023

A Probabilistic Framework for Temporal Cognitive Diagnosis in Online Learning Systems.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., December, 2023

Securing recommender system via cooperative training.

[BibT_eX]

[DOI]

World Wide Web (WWW), November, 2023

Entity Summarization via Exploiting Description Complementarity and Salience.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., November, 2023

TechPat: Technical Phrase Extraction for Patent Mining.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, November, 2023

An Efficient and Robust Semantic Hashing Framework for Similar Text Search.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., October, 2023

Influence-Driven Data Poisoning for Robust Recommender Systems.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., October, 2023

Communication-efficient federated learning with stagewise training strategy.

[BibT_eX]

[DOI]

Neural Networks, October, 2023

Model Inversion Attacks Against Graph Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2023

HmcNet: A General Approach for Hierarchical Multi-Label Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., September, 2023

HMNet: a hierarchical multi-modal network for educational video concept prediction.

[BibT_eX]

[DOI]

Int. J. Mach. Learn. Cybern., September, 2023

NeuralCD: A General Framework for Cognitive Diagnosis.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., August, 2023

Monitoring Student Progress for Learning Process-Consistent Knowledge Tracing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., August, 2023

Comprehending the Gossips: Meme Explanation in Time-Sync Video Comment via Multimodal Cues.

[BibT_eX]

[DOI]

ACM Trans. Asian Low Resour. Lang. Inf. Process., August, 2023

Dynamic Cognitive Diagnosis: An Educational Priors-Enhanced Deep Knowledge Tracing Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Learn. Technol., June, 2023

Learning From Ideography and Labels: A Schema-Aware Radical-Guided Associative Model for Chinese Text Classification.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2023

Towards Automatic Job Description Generation With Capability-Aware Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2023

Network Representation Lightening From Hashing to Quantization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., May, 2023

A Confusion Method for the Protection of User Topic Privacy in Chinese Keyword-based Book Retrieval.

[BibT_eX]

[DOI]

ACM Trans. Asian Low Resour. Lang. Inf. Process., May, 2023

Federated User Modeling from Hierarchical Information.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., April, 2023

Personal or General? A Hybrid Strategy with Multi-factors for News Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., April, 2023

A generalized multi-skill aggregation method for cognitive diagnosis.

[BibT_eX]

[DOI]

World Wide Web (WWW), March, 2023

Decoupled Representation Learning for Attributed Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., March, 2023

LadRa-Net: Locally Aware Dynamic Reread Attention Net for Sentence Semantic Matching.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., February, 2023

Interaction-aware Drug Package Recommendation via Policy Gradient.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., January, 2023

Reinforcement Routing on Proximity Graph for Efficient Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., January, 2023

PEDM: A Multi-task Learning Model for Persona-aware Emoji-embedded Dialogue Generation.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2023

EATN: An Efficient Adaptive Transfer Network for Aspect-Level Sentiment Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2023

Learning the Explainable Semantic Relations via Unified Graph Topic-Disentangled Neural Networks.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2023

Deep Multi-Exposure Image Fusion for Dynamic Scenes.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Single Image Dehazing Using Saturation Line Prior.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2023

Hierarchical Wi-Fi Trajectory Embedding for Indoor User Mobility Pattern Analysis.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023

Vehicle color recognition based on smooth modulation neural network with multi-scale feature fusion.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2023

Large Language Models for Generative Information Extraction: A Survey.

[BibT_eX]

[DOI]

CoRR, 2023

Unlocking the Potential of Large Language Models for Explainable Recommendations.

[BibT_eX]

[DOI]

CoRR, 2023

Model Stealing Attack against Recommender System.

[BibT_eX]

[DOI]

CoRR, 2023

Model Stealing Attack against Graph Classification with Authenticity, Uncertainty and Diversity.

[BibT_eX]

[DOI]

CoRR, 2023

Generative Input: Towards Next-Generation Input Methods Paradigm.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Automatic Sampling of User Behaviors for Sequential Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2023

Woodpecker: Hallucination Correction for Multimodal Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

Large-Scale OD Matrix Estimation with A Deep Learning Method.

[BibT_eX]

[DOI]

CoRR, 2023

Interactive Graph Convolutional Filtering.

[BibT_eX]

[DOI]

CoRR, 2023

Identifiable Cognitive Diagnosis with Encoder-decoder for Modelling Students' Performance.

[BibT_eX]

[DOI]

CoRR, 2023

When Large Language Models Meet Personalization: Perspectives of Challenges and Opportunities.

[BibT_eX]

[DOI]

CoRR, 2023

Multi-Dimensional Ability Diagnosis for Machine Learning Algorithms.

[BibT_eX]

[DOI]

CoRR, 2023

A DeepLearning Framework for Dynamic Estimation of Origin-Destination Sequence.

[BibT_eX]

[DOI]

CoRR, 2023

A Solution to CVPR'2023 AQTC Challenge: Video Alignment for Multi-Step Inference.

[BibT_eX]

[DOI]

CoRR, 2023

A Survey on Multimodal Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

A Systematic Survey in Geometric Deep Learning for Structure-based Drug Design.

[BibT_eX]

[DOI]

CoRR, 2023

Efficiently Measuring the Cognitive Ability of LLMs: An Adaptive Testing Perspective.

[BibT_eX]

[DOI]

CoRR, 2023

An Equivariant Generative Framework for Molecular Graph-Structure Co-Design.

[BibT_eX]

[DOI]

CoRR, 2023

Quiz-based Knowledge Tracing.

[BibT_eX]

[DOI]

CoRR, 2023

AU-aware graph convolutional network for Macro- and Micro-expression spotting.

[BibT_eX]

[DOI]

CoRR, 2023

TimeMAE: Self-Supervised Representations of Time Series with Decoupled Masked Autoencoders.

[BibT_eX]

[DOI]

CoRR, 2023

A Novel Approach for Auto-Formulation of Optimization Problems.

[BibT_eX]

[DOI]

CoRR, 2023

More is Better: A Database for Spontaneous Micro-Expression with High Frame Rates.

[BibT_eX]

[DOI]

CoRR, 2023

Tracing Knowledge Instead of Patterns: Stable Knowledge Tracing with Diagnostic Transformer.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Differentiable Optimized Product Quantization and Beyond.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Cooperative Retriever and Ranker in Deep Recommenders.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

MassNE: Exploring Higher-Order Interactions with Marginal Effect for Massive Battle Outcome Prediction.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

AutoS2AE: Automate to Regularize Sparse Shallow Autoencoders for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

FormerTime: Hierarchical Multi-Scale Representations for Multivariate Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Membership Inference Attacks Against Sequential Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Time-interval Aware Share Recommendation via Bi-directional Continuous Time Dynamic Graphs.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

A Mathematical Word Problem Generator with Structure Planning and Knowledge Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

RecStudio: Towards a Highly-Modularized Recommender System.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Using Entropy for Group Sampling in Pairwise Ranking from implicit feedback.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Learning from Crowds with Annotation Reliability.

[BibT_eX]

[DOI]

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

A Bounded Ability Estimation for Computerized Adaptive Testing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

FairLISA: Fair User Modeling with Limited Sensitive Attributes Information.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Knowledge Distillation for High Dimensional Search Index.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Adaptive Normalization for Non-stationary Time Series Forecasting: A Temporal Slice Perspective.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

STAN: Spatial-Temporal Awareness Network for Temporal Action Detection.

[BibT_eX]

[DOI]

Proceedings of the 6th International Workshop on Multimedia Content Analysis in Sports, 2023

Are GPT Embeddings Useful for Ads and Recommendation?

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2023

Cognitive Evolutionary Search to Select Feature Interactions for Click-Through Rate Prediction.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Learning Behavior-oriented Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

A Causality Inspired Framework for Model Interpretation.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Multi-Grained Multimodal Interaction Network for Entity Linking.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Guiding Mathematical Reasoning via Mastering Commonsense Formula Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Multi-Temporal Relationship Inference in Urban Areas.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Learning Balanced Tree Indexes for Large-Scale Vector Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

The MineTrans Systems for IWSLT 2023 Offline Speech Translation and Speech-to-Speech Translation Tasks.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Spoken Language Translation, 2023

Exploiting Non-Interactive Exercises in Cognitive Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Nearly Optimal Competitive Ratio for Online Allocation Problems with Two-sided Resource Constraints and Finite Requests.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Adaptive Graph Attention Network with Temporal Fusion for Micro-Expressions Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

AU-aware graph convolutional network for Macroand Micro-expression spotting.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Social Context-aware GCN for Video Character Search via Scene-prior Enhancement.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

Federated Nearest Neighbor Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Collaborative List-and-Pairwise Filtering from Implicit Feedback : Extended Abstract.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Multimodal Biological Knowledge Graph Completion via Triple Co-Attention Mechanism.

[BibT_eX]

[DOI]

Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

Few-Shot Link Prediction for Event-Based Social Networks via Meta-learning.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2023

Class-Dynamic and Hierarchy-Constrained Network for Entity Linking.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2023

GUESR: A Global Unsupervised Data-Enhancement with Bucket-Cluster Sampling for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2023

Base Station Traffic Prediction based on Feature Selection and Stacking Ensemble Learning.

[BibT_eX]

[DOI]

Proceedings of the 2023 4th International Conference on Computing, 2023

Simulating Student Interactions with Two-stage Imitation Learning for Intelligent Educational Systems.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Non-IID always Bad? Semi-Supervised Heterogeneous Federated Learning with Local Knowledge Enhancement.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Federated News Recommendation with Fine-grained Interpolation and Dynamic Clustering.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

APGL4SR: A Generic Framework with Adaptive and Personalized Global Collaborative Information in Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Search-Efficient Computerized Adaptive Testing.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

HEProto: A Hierarchical Enhancing ProtoNet based on Multi-Task Learning for Few-shot Named Entity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

RHGN: Relation-gated Heterogeneous Graph Network for Entity Alignment in Knowledge Graphs.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Enhancing Hierarchical Text Classification through Knowledge Graph Integration.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Query-Aware Quantization for Maximum Inner Product Search.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Towards a Holistic Understanding of Mathematical Questions with Contrastive Pre-training.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

BETA-CD: A Bayesian Meta-Learned Cognitive Diagnosis Framework for Personalized Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Personalized and Explainable Employee Training Course Recommendations: A Bayesian Variational Approach.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2022

Joint Representation Learning with Relation-Enhanced Topic Models for Intelligent Job Interview Assessment.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2022

Social Context-aware Person Search in Videos via Multi-modal Cues.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2022

HyperSoRec: Exploiting Hyperbolic User and Item Representations with Multiple Aspects for Social-aware Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2022

Graph Convolutional Adversarial Networks for Spatiotemporal Anomaly Detection.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Semisupervised Semantic Segmentation by Improving Prediction Confidence.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Cooperative Traffic Light Control.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2022

Collaborative List-and-Pairwise Filtering From Implicit Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Ranking-Based Implicit Regularization for One-Class Collaborative Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

D-LSTM: Short-Term Road Traffic Speed Prediction Model Based on GPS Positioning Data.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

A Universal Self-Correcting Approach for Abnormal Jump Errors in Absolute Phase Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

Quasi-Periodic Phase Coding for Long-Depth-Range 3-D Measurements of Moving Objects.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2022

Understanding the Users and Videos by Mining a Novel Danmu Dataset.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

Neurally-Guided Semantic Navigation in Knowledge Graph.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

How to Protect Ourselves From Overlapping Community Detection in Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2022

Causal Narrative Comprehension: A New Perspective for Emotion Cause Extraction.

[BibT_eX]

[DOI]

IEEE Trans. Affect. Comput., 2022

Estimating fund-raising performance for start-up projects from a market graph perspective.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

Residual objectness for imbalance reduction.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

ME-PLAN: A deep prototypical learning with local attention network for dynamic micro-expression recognition.

[BibT_eX]

[DOI]

Neural Networks, 2022

Graph-based cognitive diagnosis for intelligent tutoring systems.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Community hiding using a graph autoencoder.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Complex Attributed Network Embedding for medical complication prediction.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2022

A hierarchical interactive multi-channel graph neural network for technological knowledge flow forecasting.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2022

Towards Exploring Large Molecular Space: An Efficient Chemical Genetic Algorithm.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2022

Hiding ourselves from community detection through genetic algorithms.

[BibT_eX]

[DOI]

Inf. Sci., 2022

An ensemble of a boosted hybrid of deep learning models and technical analysis for forecasting stock prices.

[BibT_eX]

[DOI]

Amadu Fullah Kamara

Zhen Pan

Inf. Sci., 2022

Preface to the Special Issue on Robust Machine Learning for Open Scenarios.

[BibT_eX]

[DOI]

Yufeng Li

Quan Zou

Int. J. Softw. Informatics, 2022

Video emotion analysis enhanced by recognizing emotion in video comments.

[BibT_eX]

[DOI]

Int. J. Data Sci. Anal., 2022

Accelerating local SGD for non-IID data using variance reduction.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2022

Winning the CVPR'2022 AQTC Challenge: A Two-stage Function-centric Approach.

[BibT_eX]

[DOI]

CoRR, 2022

CBR: Context Bias aware Recommendation for Debiasing User Modeling and Click Prediction✱.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Multi-Granularity Residual Learning with Confidence Estimation for Time Series Prediction.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Towards Automatic Discovering of Deep Hybrid Network Architecture for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Fast Variational AutoEncoder with Inverted Multi-Index for Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Learning Recommenders for Implicit Feedback with Importance Resampling.

[BibT_eX]

[DOI]

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

AdaptKT: A Domain Adaptable Method for Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Towards Robust Recommender Systems via Triple Cooperative Defense.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2022, 2022

A Robust Computerized Adaptive Testing Approach in Educational Question Retrieval.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Graph Adaptive Semantic Transfer for Cross-domain Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Clustering based Behavior Sampling with Long Sequential Data for CTR Prediction.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Preference Enhanced Social Influence Modeling for Network-Aware Cascade Prediction.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Assessing Student's Dynamic Knowledge State by Exploring the Question Difficulty Effect.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

PST: Measuring Skill Proficiency in Programming Exercise Process via Programming Skill Tracing.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Forest-based Deep Recommender.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Improving Implicit Alternating Least Squares with Ring-based Regularization.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Resisting Graph Adversarial Attack via Cooperative Homophilous Augmentation.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

Teaching Text Classification Models Some Common Sense via Q &A Statistics: A Light and Transplantable Approach.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2022

DARE: Disentanglement-Augmented Rationale Extraction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Recommender Forest for Efficient Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Graph Convolution Network based Recommender Systems: Learning Guarantee and Item Mixture Powered Strategy.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Fine-grained Micro-Expression Generation based on Thin-Plate Spline and Relative AU Constraint.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Relation-enhanced Negative Sampling for Multimodal Knowledge Graph Completion.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Unified QA-aware Knowledge Graph Generation Based on Multi-modal Modeling.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

ABPN: Apex and Boundary Perception Network for Micro- and Macro-Expression Spotting.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Low-Quality itDanMu Detection via Eye-Tracking Patterns.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2022

DDR: Dialogue Based Doctor Recommendation for Online Medical Service.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Incremental Cognitive Diagnosis for Intelligent Education.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

HierCDF: A Bayesian Network-based Hierarchical Cognitive Diagnosis Framework.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Multi-modal Siamese Network for Entity Alignment.

[BibT_eX]

[DOI]

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Visual-Enhanced End-to-End Neural Diarization.

[BibT_eX]

[DOI]

Qiyue Qiu

Tong Xu

Proceedings of the IVSP 2022: 4th International Conference on Image, Video and Signal Processing, Singapore, March 18, 2022

Text Classification via Learning Semantic Dependency and Association.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Multi-Relational Graph Convolution Network for Stock Movement Prediction.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

Modeling Offline Knowledge Evolution Effect for Online Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

AVT: Au-Assisted Visual Transformer for Facial Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

A Cognitive Solver with Autonomously Knowledge Learning for Reasoning Mathematical Answers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

One Person, One Model - Learning Compound Router for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Decomposing Complementary and Substitutable Relations for Intercorporate Investment Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

PaddlePaddle: A Production-Oriented Deep Learning Platform Facilitating the Competency of Enterprises.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Int Conf on High Performance Computing & Communications; 8th Int Conf on Data Science & Systems; 20th Int Conf on Smart City; 8th Int Conf on Dependability in Sensor, 2022

VIRT: Improving Representation-based Text Matching via Virtual Interaction.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Non-Parametric Domain Adaptation for End-to-End Speech Translation.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

CPEE: Civil Case Judgment Prediction centering on the Trial Mode of Essential Elements.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Faithful Abstractive Summarization via Fact-aware Consistency-constrained Transformer.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Interaction-Aware Temporal Prescription Generation via Message Passing Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

Nested Named Entity Recognition from Medical Texts: An Adaptive Shared Network Architecture with Attentive CRF.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

Dynamic Clustering Federated Learning for Non-IID Data.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - Second CAAI International Conference, 2022

Multimodal Representation Learning-Based Product Matching.

[BibT_eX]

[DOI]

Proceedings of the CCKS 2022 - Evaluation Track, 2022

Dialogue-enriched Knowledge Point Recommendation for Consultation Task.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

Anisotropic Additive Quantization for Fast Inner Product Search.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Constructing dummy query sequences to protect location privacy and query privacy in location-based services.

[BibT_eX]

[DOI]

World Wide Web, 2021

Patent2Vec: Multi-view representation learning on patent-graphs for patent classification.

[BibT_eX]

[DOI]

World Wide Web, 2021

Multilevel Image-Enhanced Sentence Representation Net for Natural Language Inference.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

Promotion of Answer Value Measurement With Domain Effects in Community Question Answering Systems.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

Socializing the Videos: A Multimodal Approach for Social Relation Recognition.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2021

Exploiting Real-time Search Engine Queries for Earthquake Detection: A Summary of Results.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2021

EKT: Exercise-Aware Knowledge Tracing for Student Performance Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Product Quantized Collaborative Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Discrete Matrix Factorization and Extension for Fast Item Recommendation.

[BibT_eX]

[DOI]

Defu Lian

Xing Xie

IEEE Trans. Knowl. Data Eng., 2021

Predicting Human Mobility with Reinforcement-Learning-Based Long-Term Periodicity Modeling.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2021

Is Heuristic Sampling Necessary in Training Deep Object Detectors?

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Joint Coding Strategy of the Phase Domain and Intensity Domain for Absolute Phase Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2021

Automatic 3-D Measurement Method for Nonuniform Moving Objects.

[BibT_eX]

[DOI]

IEEE Trans. Instrum. Meas., 2021

DOF: A Demand-Oriented Framework for Image Denoising.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2021

Adaptive Adapters: An Efficient Way to Incorporate BERT Into Neural Machine Translation.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2021

ICSTrace: A Malicious IP Traceback Model for Attacking Data of the Industrial Control System.

[BibT_eX]

[DOI]

Secur. Commun. Networks, 2021

Semi-supervised multi-Layer convolution kernel learning in credit evaluation.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Research on grain storage temperature prediction model based on improved long short-term memory.

[BibT_eX]

[DOI]

Liang Ge

J. Comput. Methods Sci. Eng., 2021

Multiple graph kernel learning based on GMDH-type neural network.

[BibT_eX]

[DOI]

Inf. Fusion, 2021

A two-stage 3D CNN based learning method for spontaneous micro-expression recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2021

Detecting evolutionary stages of events on social media: A graph-kernel-based approach.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2021

Heterogeneous-attributes enhancement deep framework for network embedding.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2021

Online Allocation with Two-sided Resource Constraints.

[BibT_eX]

[DOI]

CoRR, 2021

VIRT: Improving Representation-based Models for Text Matching through Virtual Interaction.

[BibT_eX]

[DOI]

CoRR, 2021

LadRa-Net: Locally-Aware Dynamic Re-read Attention Net for Sentence Semantic Matching.

[BibT_eX]

[DOI]

CoRR, 2021

A Survey of Knowledge Tracing.

[BibT_eX]

[DOI]

CoRR, 2021

Towards Variable-Length Textual Adversarial Attacks.

[BibT_eX]

[DOI]

CoRR, 2021

Drug Package Recommendation via Interaction-aware Graph Induction.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Hierarchical Personalized Federated Learning for User Modeling.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Multi-Interactive Attention Network for Fine-grained Feature Learning in CTR Prediction.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Federated Deep Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the WSDM '21, 2021

Fight Fire with Fire: Towards Robust Recommender Systems via Adversarial Poisoning Training.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Enhanced Representation Learning for Examination Papers with Hierarchical Document Structure.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

xLightFM: Extremely Memory-Efficient Factorization Machine.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Learning Recommender Systems with Implicit Feedback via Soft Target Enhancement.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

XCrossNet: Feature Structure-Oriented Learning for Click-Through Rate Prediction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

FAMGAN: Fine-grained AUs Modulation based Generative Adversarial Network for Micro-Expression Generation.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Linking the Characters: Video-oriented Social Graph Generation via Hierarchical-cumulative GCN.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Urban Crowd Density Prediction Based on Multi-relational Graph.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Mobile Data Management, 2021

Modeling Context-aware Features for Cognitive Diagnosis in Student Learning.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Attentive Heterogeneous Graph Embedding for Job Mobility Prediction.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Triple Adversarial Learning for Influence based Poisoning Attack in Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Learning Process-consistent Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Online Additive Quantization.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

DisenQNet: Disentangled Representation Learning for Educational Questions.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

LawyerPAN: A Proficiency Assessment Network for Trial Lawyers.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Ontological Concept Structure Aware Knowledge Transfer for Inductive Knowledge Graph Embedding.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

A Trend-aware Investment Target Recommendation System with Heterogeneous Graph.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

GraphMI: Extracting Private Graph Data from Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Preference-Adaptive Meta-Learning for Cold-Start Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Regularizing Variational Autoencoder with Diversity and Uncertainty Awareness.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Detecting Highlighted Video Clips Through Emotion-Enhanced Audio-Visual Cues.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Technological Knowledge Flow Forecasting through A Hierarchical Interactive Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Group-Level Cognitive Diagnosis: A Multi-Task Learning Perspective.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

STAN: Adversarial Network for Cross-domain Question Difficulty Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

Learning Transferable User Representations with Sequential Behaviors via Contrastive Pre-training.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2021

DAE-GAN: Dynamic Aspect-aware GAN for Text-to-Image Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Consistency-aware Multi-modal Network for Hierarchical Multi-label Classification in Online Education System.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

Lightspeech: Lightweight and Fast Text to Speech with Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2021

Cross Attention Augmented Transducer Networks for Simultaneous Translation.

[BibT_eX]

[DOI]

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Learning the Implicit Semantic Representation on Graph-Structured Data.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Unpaired Multimodal Neural Machine Translation via Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Inheritance-Guided Hierarchical Assignment for Clinical Automatic Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

SIFN: A Sentiment-aware Interactive Fusion Network for Review-based Item Recommendation.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Stock Trend Prediction with Multi-granularity Data: A Contrastive Learning Approach with Adaptive Fusion.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Knowledge Powered Cooperative Semantic Fusion for Patent Classification.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

DGA-Net: Dynamic Gaussian Attention Network for Sentence Semantic Matching.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

Exploiting Visual Context and Multi-grained Semantics for Social Text Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the Artificial Intelligence - First CAAI International Conference, 2021

Stable and Diverse: A Unified Approach for Computerized Adaptive Testing.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Cloud Computing and Intelligent Systems, 2021

Making the Relation Matters: Relation of Relation Learning Network for Sentence Semantic Matching.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Coupling Macro-Sector-Micro Financial Indicators for Learning Stock Representations with Less Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Ideography Leads Us to the Field of Cognition: A Radical-Guided Associative Model for Chinese Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

HMS: A Hierarchical Solver with Dependency-Enhanced Understanding for Math Word Problem.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Cross-Oilfield Reservoir Classification via Multi-Scale Sensor Knowledge Transfer.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Matching of social events and users: a two-way selection perspective.

[BibT_eX]

[DOI]

World Wide Web, 2020

A Location Privacy-Preserving System Based on Query Range Cover-Up or Location-Based Services.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

Maximum a Posteriori Estimation for Information Source Detection.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2020

An Enhanced Neural Network Approach to Person-Job Fit in Talent Recruitment.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

Learning or Forgetting? A Dynamic Approach for Tracking the Knowledge Proficiency of Students.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2020

Character-Oriented Video Summarization With Visual and Textual Cues.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

Exploring the Social Learning of Taxi Drivers in Latent Vehicle-to-Vehicle Networks.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2020

Voice of Charity: Prospecting the Donation Recurrence & Donor Retention in Crowdfunding.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Pop Music Generation: From Melody to Multi-style Arrangement.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2020

Product Supply Optimization for Crowdfunding Campaigns.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2020

Personalized Query Auto-Completion for Large-Scale POI Search at Baidu Maps.

[BibT_eX]

[DOI]

ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

Probabilistic SVM classifier ensemble selection based on GMDH-type neural network.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

A multiscale dilated residual network for image denoising.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2020

A dummy-based user privacy protection approach for text information retrieval.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

A hybrid neural network for predicting Days on Market a measure of liquidity in real estate industry.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2020

Exploiting Structural and Temporal Influence for Dynamic Social-Aware Recommendation.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2020

Combining contextual neural networks for time series classification.

[BibT_eX]

[DOI]

Neurocomputing, 2020

The Propagation Background in Social Networks: Simulating and Modeling.

[BibT_eX]

[DOI]

Int. J. Autom. Comput., 2020

Adam revisited: a weighted past gradients perspective.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2020

Leveraging proficiency and preference for online Karaoke recommendation.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2020

Zero-pole cancellation for identity-based aggregators: a constant-size designated verifier-set signature.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2020

R2-Net: Relation of Relation Learning Network for Sentence Semantic Matching.

[BibT_eX]

[DOI]

CoRR, 2020

Neural Architecture Search with GBDT.

[BibT_eX]

[DOI]

CoRR, 2020

Attentive One-Dimensional Heatmap Regression for Facial Landmark Detection and Tracking.

[BibT_eX]

[DOI]

CoRR, 2020

A Dynamic and Cooperative Tracking System for Crowdfunding.

[BibT_eX]

[DOI]

CoRR, 2020

Domain Adaption for Knowledge Tracing.

[BibT_eX]

[DOI]

Song Cheng

Qi Liu

CoRR, 2020

Large-Scale Talent Flow Embedding for Company Competitive Analysis.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Personalized Employee Training Course Recommendation with Career Development Awareness.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

LightRec: A Memory and Search-Efficient Recommender System.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Personalized Ranking with Importance Sampling.

[BibT_eX]

[DOI]

Defu Lian

Qi Liu

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Convolutional Knowledge Tracing: Modeling Individualization in Student Learning Process.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Neural Mathematical Solver with Enhanced Formula Structure.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Semi-Supervised Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Sampling-Decomposable Generative Adversarial Recommender.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Incorporating BERT into Parallel Sequence Decoding with Adapters.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Attentive One-Dimensional Heatmap Regression for Facial Landmark Detection and Tracking.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Exploiting Self-Supervised and Semi-Supervised Learning for Facial Landmark Tracking with Unlabeled Data.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Multimodal Dialogue Systems via Capturing Context-aware Dependencies of Semantic Elements.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Learning from Macro-expression: a Micro-expression Recognition Framework.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

MMEA: Entity Alignment for Multi-modal Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2020

Geography-Aware Sequential Location Recommendation.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

ASGN: An Active Semi-supervised Graph Neural Network for Molecular Property Prediction.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Enterprise Cooperation and Competition Analysis with a Sign-Oriented Preference Network.

[BibT_eX]

[DOI]

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Towards Explainable Conversational Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Context-Aware Generation-Based Net For Multi-Label Visual Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Exploiting Knowledge Hierarchy for Finding Similar Exercises in Online Education Systems.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Structure-based Knowledge Tracing: An Influence Propagation View.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Technical Phrase Extraction for Patent Mining: A Multi-level Approach.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

STGCN: A Spatial-Temporal Aware Graph Learning Method for POI Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Quality meets Diversity: A Model-Agnostic Framework for Computerized Adaptive Testing.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Conference on Data Mining, 2020

Author Contributed Representation for Scholarly Network.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

Predicting Human Mobility with Self-attention and Feature Interaction.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 4th International Joint Conference, 2020

Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation.

[BibT_eX]

[DOI]

Junliang Guo

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Estimating Early Fundraising Performance of Innovations via Graph-Based Market Environment Model.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Neural Cognitive Diagnosis for Intelligent Education Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

A Variational Point Process Model for Social Event Sequences.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Fine-Tuning by Curriculum Learning for Non-Autoregressive Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Exploiting the Dynamic Mutual Influence for Predicting Social Event Participation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Dual Hypergraph Regularized PCA for Biclustering of Tumor Gene Expression Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2019

Semi-Supervised Neural Machine Translation via Marginal Distribution Estimation.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Mixed-Bandwidth Cross-Channel Speech Recognition via Joint Optimization of DNN-Based Bandwidth Expansion and Acoustic Modeling.

[BibT_eX]

[DOI]

Jianqing Gao

Jun Du

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Finding Theme Communities from Database Networks.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2019

Novel multi-convolutional neural network fusion approach for smile recognition.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Understanding the mechanism of social tie in the propagation process of social network with communication channel.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2019

A Structure-Enriched Neural Network for network embedding.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2019

Variance Reduced Local SGD with Lower Communication Complexity.

[BibT_eX]

[DOI]

CoRR, 2019

Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring - The Winning Solution of the 2017 International Aftershock Detection Contest.

[BibT_eX]

[DOI]

CoRR, 2019

Long-term Joint Scheduling for Urban Traffic.

[BibT_eX]

[DOI]

CoRR, 2019

Understanding and Improving One-shot Neural Architecture Optimization.

[BibT_eX]

[DOI]

Renqian Luo

Tao Qin

CoRR, 2019

STMARL: A Spatio-Temporal Multi-Agent Reinforcement Learning Approach for Traffic Light Control.

[BibT_eX]

[DOI]

CoRR, 2019

Interpretable Cognitive Diagnosis with Neural Network for Intelligent Educational Systems.

[BibT_eX]

[DOI]

CoRR, 2019

Chinese Embedding via Stroke and Glyph Information: A Dual-channel View.

[BibT_eX]

[DOI]

CoRR, 2019

Multi-Feature Fusion: A Driver-Car Matching Model Based on Curve Comparison.

[BibT_eX]

[DOI]

IEEE Access, 2019

Large-Scale Talent Flow Forecast with Dynamic Latent Factor Model?

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Context-Aware Dual-Attention Network for Natural Language Inference.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Gossiping the Videos: An Embedding-Based Generative Adversarial Framework for Time-Sync Comments Generation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Neural Response Generation with Relevant Emotions for Short Text Conversation.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2019

Efficient Pure Exploration in Adaptive Round model.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

QuesNet: A Unified Representation for Heterogeneous Test Questions.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

MCNE: An End-to-End Framework for Learning Multiple Conditional Network Representations of Social Network.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Exploiting Cognitive Structure for Adaptive Learning.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Trend-Aware Tensor Factorization for Job Skill Demand Analysis.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Graph Convolutional Networks on User Mobility Heterogeneous Graphs for Social Relationship Inference.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Explainable Fashion Recommendation: A Semantic Attribute Region Guided Approach.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Co-Attentive Multi-Task Learning for Explainable Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Universal Stagewise Learning for Non-Convex Problems with Convergence on Averaged Solutions.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Aftershock Detection with Multi-scale Description Based Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Deep Technology Tracing for High-Tech Companies.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Constructing Educational Concept Maps with Multiple Relationships from Multi-Source Data.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Alpha-Beta Sampling for Pairwise Ranking in One-Class Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Sentiment Classification by Leveraging the Shared Knowledge from a Sequence of Domains.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2019

Exploring Multi-Objective Exercise Recommendations in Online Education Systems.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

DIRT: Deep Learning Enhanced Item Response Theory for Cognitive Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Tracking Top-k Influential Users with Relative Errors.

[BibT_eX]

[DOI]

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Budgeted Policy Learning for Task-Oriented Dialogue Systems.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Interactive Attention Transfer Network for Cross-Domain Sentiment Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

DRr-Net: Dynamic Re-Read Network for Sentence Semantic Matching.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Estimating the Days to Success of Campaigns in Crowdfunding: A Deep Survival Perspective.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Influence Maximization Model.

[BibT_eX]

[DOI]

Qi Liu

Zhefeng Wang

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

An effective approach for the protection of privacy text data in the CloudDB.

[BibT_eX]

[DOI]

World Wide Web, 2018

Exploring the Emerging Type of Comment for Online Videos: DanMu.

[BibT_eX]

[DOI]

ACM Trans. Web, 2018

A Sequential Approach to Market State Modeling and Analysis in Online P2P Lending.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2018

Covering the Sensitive Subjects to Protect Personal Privacy in Personalized Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2018

GeoMF++: Scalable Location Recommendation via Joint Geographical Modeling and Matrix Factorization.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2018

Characterizing Privacy Risks of Mobile Apps with Sensitivity Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2018

Product Adoption Rate Prediction in a Competitive Market.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Fuzzy Cognitive Diagnosis for Modelling Examinee Performance.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

Speed scaling problems with memory/cache consideration.

[BibT_eX]

[DOI]

J. Sched., 2018

Illuminating Recommendation by Understanding the Explicit Item Relations.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2018

Finding potential lenders in P2P lending: A Hybrid Random Walk Approach.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Study on Information Diffusion Analysis in Social Networks and Its Applications.

[BibT_eX]

[DOI]

Int. J. Autom. Comput., 2018

An approach for the protection of users' book browsing preference privacy in a digital library.

[BibT_eX]

[DOI]

Electron. Libr., 2018

Style Transfer as Unsupervised Machine Translation.

[BibT_eX]

[DOI]

CoRR, 2018

Regularizing Neural Machine Translation by Target-bidirectional Agreement.

[BibT_eX]

[DOI]

CoRR, 2018

Explainable Social Contextual Image Recommendation with Hierarchical Attention.

[BibT_eX]

[DOI]

CoRR, 2018

Tracking Top-K Influential Vertices in Dynamic Networks.

[BibT_eX]

[DOI]

CoRR, 2018

SPINE: Structural Identity Preserved Inductive Network Embedding.

[BibT_eX]

[DOI]

Junliang Guo

CoRR, 2018

Security Control Redundancy Allocation Technology and Security Keys Based on Internet of Things.

[BibT_eX]

[DOI]

IEEE Access, 2018

Lifecycle-Based Event Detection from Microblogs.

[BibT_eX]

[DOI]

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Facial Expression Recognition via Broad Learning System.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

Enhancing Person-Job Fit for Talent Recruitment: An Ability-aware Neural Network Approach.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Maximizing the Effect of Information Adoption: A General Framework.

[BibT_eX]

[DOI]

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

Multi-Path Transport for RDMA in Datacenters.

[BibT_eX]

[DOI]

Proceedings of the 15th USENIX Symposium on Networked Systems Design and Implementation, 2018

Coarse-To-Fine Learning for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the Natural Language Processing and Chinese Computing, 2018

Neural Architecture Optimization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Understand and Assess People's Procrastination by Mining Computer Usage Log.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2018

XiaoIce Band: A Melody and Arrangement Generation Framework for Pop Music.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Transcribing Content from Structural Images with Spotlight Mechanism.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Finding Similar Exercises in Online Education Systems.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

Learning from History and Present: Next-item Recommendation via Discriminatively Exploiting User Behaviors.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

A Method of Improving Performance of Measurement Accuracy for GNSS Receiver Under Dynamic Scenarios.

[BibT_eX]

[DOI]

Xianwei Meng

Shichen Wang

Proceedings of the IEEE International Conference on Intelligence and Safety for Robotics, 2018

Predicting the Spatio-Temporal Evolution of Chronic Diseases in Population with Human Mobility Data.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

SADAGRAD: Strongly Adaptive Stochastic Gradient Methods.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Zero-Shot Learning: An Energy Based Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Image-Enhanced Multi-level Sentence Representation Net for Natural Language Inference.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Exploiting Topic-Based Adversarial Neural Network for Cross-Domain Keyphrase Extraction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

A United Approach to Learning Sparse Attributed Network Embedding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Tracking and Forecasting Dynamics in Crowdfunding: A Basis-Synthesis Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Mining Density Contrast Subgraphs.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Improving Neural Machine Translation with Neural Sentence Rewriting.

[BibT_eX]

[DOI]

Proceedings of the 2018 International Conference on Asian Language Processing, 2018

MT-MCD: A Multi-task Cognitive Diagnosis Framework for Student Assessment.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

EventSys: Tracking Event Evolution on Microblogging Platforms.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Patent Quality Valuation with Deep Learning Models.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Enhancing Network Embedding with Auxiliary Information: An Explicit Matrix Factorization Perspective.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Bidirectional Generative Adversarial Networks for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 22nd Conference on Computational Natural Language Learning, 2018

Multiple Pairwise Ranking with Implicit Feedback.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Joint Training for Neural Machine Translation Models with Monolingual Data.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Confidence-Aware Matrix Factorization for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Exercise-Enhanced Sequential Modeling for Student Performance Prediction.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Discerning individual interests and shared interests for social user profiling.

[BibT_eX]

[DOI]

World Wide Web, 2017

Progressive Pseudo-analog Transmission for Mobile Video Streaming.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Tracking Influential Individuals in Dynamic Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Modeling the Evolution of Users' Preferences and Social Links in Social Networking Services.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Activity Maximization by Effective Information Diffusion in Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

An Influence Propagation View of PageRank.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2017

P2P Lending Survey: Platforms, Recent Advances and Prospects.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

Robust Spammer Detection in Microblogs: Leveraging User Carefulness.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

Stylus: A Strongly-Typed Store for Serving Massive RDF Data.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2017

An efficient Wikipedia semantic matching approach to text document classification.

[BibT_eX]

[DOI]

Inf. Sci., 2017

Efficient karaoke song recommendation via multiple kernel learning approximation.

[BibT_eX]

[DOI]

Neurocomputing, 2017

A topic modeling based approach to novel document automatic summarization.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2017

Generalized Neural Graph Embedding with Matrix Factorization.

[BibT_eX]

[DOI]

CoRR, 2017

Finding Theme Communities from Database Networks: from Mining to Indexing and Query Answering.

[BibT_eX]

[DOI]

CoRR, 2017

Knowledge or Gaming?: Cognitive Modelling Based on Multiple-Attempt Response.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Towards A Contextual and Scalable Automated-testing Service for Mobile Apps.

[BibT_eX]

[DOI]

Proceedings of the 18th International Workshop on Mobile Computing Systems and Applications, 2017

KV-Direct: High-Performance In-Memory Key-Value Store with Programmable NIC.

[BibT_eX]

[DOI]

Proceedings of the 26th Symposium on Operating Systems Principles, 2017

A Markov Chain Monte Carlo Approach for Source Detection in Networks.

[BibT_eX]

[DOI]

Proceedings of the Social Media Processing - 6th National Conference, 2017

Solving link-oriented tasks in signed network via an embedding approach.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Tracking the Dynamics in Crowdfunding.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Systematically testing background services of mobile apps.

[BibT_eX]

[DOI]

Proceedings of the 32nd IEEE/ACM International Conference on Automated Software Engineering, 2017

One more queue is enough: Minimizing flow completion time with explicit priority notification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Enhancing Campaign Design in Crowdfunding: A Product Supply Optimization Perspective.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Incremental Matrix Factorization: A Linear Feature Transformation Perspective.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

S7commTrace: A High Interactive Honeypot for Industrial Control System Based on S7 Protocol.

[BibT_eX]

[DOI]

Feng Xiao

Qiang Xu

Proceedings of the Information and Communications Security - 19th International Conference, 2017

Incorporating Spatio-Temporal Smoothness for Air Quality Inference.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Stack-based Multi-layer Attention for Transition-based Dependency Parsing.

[BibT_eX]

[DOI]

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, 2017

An Unsupervised Approach for Low-Quality Answer Detection in Community Question-Answering.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2017

Social User Profiling: A Social-Aware Topic Modeling Perspective.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2017

An Ad CTR Prediction Method Based on Feature Learning of Deep and Shallow Layers.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Tracking Knowledge Proficiency of Students with Educational Priors.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Incorporating User Preferences Across Multiple Topics into Collaborative Filtering for Personalized Merchant Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - First International Joint Conference, 2017

Memory Efficient Loss Recovery for Hardware-based Transport in Datacenter.

[BibT_eX]

[DOI]

Proceedings of the First Asia-Pacific Workshop on Networking, 2017

A Context-Enriched Neural Network Method for Recognizing Lexical Entailment.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Question Difficulty Prediction for READING Problems in Standard Tests.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

From Footprint to Evidence: An Exploratory Study of Mining Social Data for Credit Scoring.

[BibT_eX]

[DOI]

ACM Trans. Web, 2016

Relevance Meets Coverage: A Unified Framework to Generate Diversified Recommendations.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2016

Tracking the evolution of social emotions with topic models.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2016

Learning Better Word Embedding by Asymmetric Low-Rank Projection of Knowledge Graph.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2016

Revisiting bound estimation of pattern measures: A generic framework.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Exploiting multi-channels deep convolutional neural networks for multivariate time series classification.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2016

Tracking Influential Nodes in Dynamic Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Activity Maximization by Effective Information Diffusion in Social Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Predicting Social Status via Social Networks: A Case Study on University, Occupation, and Region.

[BibT_eX]

[DOI]

CoRR, 2016

Vocal Competence Based Karaoke Recommendation: A Maximum-Margin Joint Model.

[BibT_eX]

[DOI]

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Personal Credit Profiling via Latent User Behavior Dimensions on Social Media.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Days on Market: Measuring Liquidity in Real Estate Markets.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Portfolio Selections in P2P Lending: A Multi-Objective Perspective.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Taxi Driving Behavior Analysis in Latent Vehicle-to-Vehicle Networks: A Social Influence Perspective.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Finding Gangs in War from Signed Networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

An experimental study on joint modeling of mixed-bandwidth data via deep neural networks for robust speech recognition.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Group Preference Aggregation: A Nash Equilibrium Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Aligned Matrix Completion: Integrating Consistency and Independency in Multiple Domains.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Selecting Valuable Customers for Merchants in E-Commerce Platforms.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

Sparse Factorization Machines for Click-through Rate Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

A contextual collaborative approach for app usage forecasting.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2016

Exploring the Procrastination of College Students: A Data-Driven Behavioral Perspective.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2016

Collaborative Learning Team Formation: A Cognitive Modeling Perspective.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2016

Predicting the Popularity of DanMu-enabled Videos: A Multi-factor View.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2016

Chinese Poetry Generation with Planning based Neural Network.

[BibT_eX]

[DOI]

Proceedings of the COLING 2016, 2016

Tradeoffs between density and size in extracting dense subgraphs: A unified framework.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

Modeling Users' Preferences and Social Links in Social Networking Services: A Joint-Evolving Perspective.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

Reading the Videos: Temporal Labeling for Crowdsourced Time-Sync Videos Based on Semantic Embedding.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

ImmortalGraph: A System for Storage and Analysis of Temporal Graphs.

[BibT_eX]

[DOI]

ACM Trans. Storage, 2015

Discovery of Ranking Fraud for Mobile Apps.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Occupancy-Based Frequent Pattern Mining*.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2015

Popularity Modeling for Mobile Apps: A Sequential Approach.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2015

Improving contextual advertising matching by using Wikipedia thesaurus knowledge.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2015

Constructing plausible innocuous pseudo queries to protect user query intention.

[BibT_eX]

[DOI]

Inf. Sci., 2015

A new approach to query segmentation for relevance ranking in web search.

[BibT_eX]

[DOI]

Inf. Retr. J., 2015

Supporting multi-level quality of services in data broadcast systems.

[BibT_eX]

[DOI]

Int. J. Sens. Networks, 2015

Learning recency based comparative choice towards point-of-interest recommendation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

Information Coverage Maximization in Social Networks.

[BibT_eX]

[DOI]

CoRR, 2015

A Novelty-Seeking based Dining Recommender System.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on World Wide Web, 2015

Consolidation: Metric+Active Learning and Its Applications for Cross-Domain Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2015

Individual Influence Maximization via Link Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 16th International Conference, 2015

Convex Matrix Completion: A Trace-Ball Optimization Perspective.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Exploring the Impact of Dynamic Mutual Influence on Social Event Participation.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Product Adoption Rate Prediction: A Multi-factor View.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Selecting Social Media Responses to News: A Convex Framework Based On Data Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the 2015 SIAM International Conference on Data Mining, Vancouver, BC, Canada, April 30, 2015

Convolutional Nonlinear Neighbourhood Components Analysis for Time Series Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Predicting Smartphone Adoption in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Identifying Hesitant and Interested Customers for Targeted Social Marketing.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

Mining User's Location Intention from Mobile Search Log.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2015

Regularity and Conformity: Location Prediction Using Heterogeneous Mobility Data.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Matrix Factorization with Scale-Invariant Parameters.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Cognitive Modelling for Predicting Examinee Performance.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Maximizing the Coverage of Information Propagation in Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Word Embedding Revisited: A New Representation Learning and Explicit Matrix Factorization Perspective.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Feature Selection with Integrated Relevance and Redundancy Optimization.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Mining Indecisiveness in Customer Behaviors.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Community Detection Based on Structure and Content: A Content Propagation Perspective.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Learning User Preferences across Multiple Aspects for Merchant Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Discovery of College Students in Financial Hardship.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Information Source Detection via Maximum A Posteriori Estimation.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

MARS: A multi-aspect Recommender system for Point-of-Interest.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

UPCA: An efficient URL-Pattern based algorithm for accurate web page classification.

[BibT_eX]

[DOI]

Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

Distributed real-time knowledge graph serving.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Big Data and Smart Computing, 2015

A Nonconvex Relaxation Approach for Rank Minimization Problems.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Temporally Adaptive Restricted Boltzmann Machine for Background Modeling.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Exploiting Task-Feature Co-Clusters in Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Ranking user authority with relevant knowledge categories for expert finding.

[BibT_eX]

[DOI]

World Wide Web, 2014

Mobile App Classification with Enriched Contextual Information.

[BibT_eX]

[DOI]

IEEE Trans. Mob. Comput., 2014

A Cocktail Approach for Travel Package Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Toward Personalized Context Recognition for Mobile Users: A Semisupervised Bayesian HMM Approach.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2014

Mining Mobile User Preferences for Personalized Context-Aware Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2014

Object-Oriented Travel Package Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2014

Learning to annotate via social interaction analytics.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2014

Learning to detect subway arrivals for passengers on a train.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2014

Improving search relevance for short queries in community question answering.

[BibT_eX]

[DOI]

Proceedings of the Seventh ACM International Conference on Web Search and Data Mining, 2014

A Novel Knowledge Network Framework for Financial News Navigation.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 15th International Conference, 2014

Time Series Classification Using Multi-Channels Deep Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 15th International Conference, 2014

An Intelligent Search Platform for Business News.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 15th International Conference, 2014

Influential nodes selection: a data reconstruction perspective.

[BibT_eX]

[DOI]

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Analyzing Location Predictability on Location-Based Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2014

Mobile app recommendations with security and privacy awareness.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

GeoMF: joint geographical modeling and matrix factorization for point-of-interest recommendation.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Mining user tasks from print logs.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Tracking the Evolution of Social Emotions: A Time-Aware Topic Modeling Perspective.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Investment Recommendation in P2P Lending: A Portfolio Perspective with Risk Management.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Learning Low-Rank Label Correlations for Multi-label Classification with Missing Labels.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Social Marketing Meets Targeted Customers: A Typical User Selection and Coverage Perspective.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

Robust Dynamic Trajectory Regression on Road Networks: A Multi-task Learning Framework.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

On top-k closed sequential patterns mining.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

Chronos: a graph engine for temporal graph analysis.

[BibT_eX]

[DOI]

Proceedings of the Ninth Eurosys Conference 2014, 2014

A Probabilistic Model for Learning Multi-Prototype Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the COLING 2014, 2014

Influence Maximization over Large-Scale Social Networks: A Bounded Linear Approach.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Predicting the Popularity of Online Serials with Autoregressive Models.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Diversified social influence maximization.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

High Utility Episode Mining Made Practical and Fast.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 10th International Conference, 2014

Agent Behavior Prediction and Its Generalization Analysis.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Learning Deep Representations for Graph Clustering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

Efficient Personalized Recommendation of Mobile Web Content Using an EM-Based Clustering Method.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Computer and Information Technology, 2014

2013

A vlHMM approach to context-aware search.

[BibT_eX]

[DOI]

ACM Trans. Web, 2013

Task Allocation on Nonvolatile-Memory-Based Hybrid Main Memory.

[BibT_eX]

[DOI]

IEEE Trans. Very Large Scale Integr. Syst., 2013

Optimal key tree structure for two-user replacement and deletion problems.

[BibT_eX]

[DOI]

J. Comb. Optim., 2013

Position-wise contextual advertising: Placing relevant ads at appropriate positions of a web page.

[BibT_eX]

[DOI]

Neurocomputing, 2013

A Survey of Context-Aware Mobile Recommendations.

[BibT_eX]

[DOI]

Int. J. Inf. Technol. Decis. Mak., 2013

Query Segmentation for Relevance Ranking in Web Search.

[BibT_eX]

[DOI]

CoRR, 2013

GEAM: A General and Event-Related Aspects Model for Twitter Event Detection.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2013, 2013

Personalized next-song recommendation in online karaokes.

[BibT_eX]

[DOI]

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

PageRank with Priors: An Influence Propagation Perspective.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Learning to Detect the Subway Station Arrival for Mobile Users.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2013, 2013

From Social User Activities to People Affiliation.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Linear Computation for Independent Social Influence.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

A Dataset for Research on Short-Text Conversations.

[BibT_eX]

[DOI]

Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing, 2013

Random Walk with Pre-filtering for Social Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Computational Intelligence and Security, 2013

Ranking fraud detection for mobile apps: a holistic view.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Probabilistic solutions of influence propagation on social networks.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

Mining Frequent Patterns in Print Logs with Semantically Alternative Labels.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013

2012

Enhancing Collaborative Filtering by User Interest Expansion via Personalized Ranking.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2012

Learning to Infer the Status of Heavy-Duty Sensors for Energy-Efficient Context-Sensing.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2012

Single and multiple device DSA problems, complexities and online algorithms.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2012

Executing SQL queries over encrypted character strings in the Database-As-Service model.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2012

An unsupervised approach to modeling personalized contexts of mobile users.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2012

Loop fusion and reordering for register file optimization on stream processors.

[BibT_eX]

[DOI]

J. Syst. Softw., 2012

Capturing correlations of multiple labels: A generative probabilistic model for multi-label learning.

[BibT_eX]

[DOI]

Neurocomputing, 2012

Context-Aware Expert Finding in Tag Based Knowledge Sharing Communities.

[BibT_eX]

[DOI]

Int. J. Knowl. Syst. Sci., 2012

Profit-based scheduling and channel allocation for multi-item requests in real-time on-demand data broadcast systems.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2012

Performance Enhancement Factors of ERP Projects in a Telecom Public Sector Organization of Pakistan : An Exploratory Study

[BibT_eX]

[DOI]

Faisal Malik Faisal Azeem

CoRR, 2012

Enterprise Resource Planning - Real blessing or a Blessing in Disguise : An Exploration of the Contextual Factors in Public Sector.

[BibT_eX]

[DOI]

Faisal Malik Faisal Azeem

CoRR, 2012

Precise Location Acquisition of Mobility Data Using Cell-id

[BibT_eX]

[DOI]

CoRR, 2012

Cell Oscillation Resolution in Mobility Profile Building

[BibT_eX]

[DOI]

CoRR, 2012

Spatial Outlier Detection from GSM Mobility Data

[BibT_eX]

[DOI]

CoRR, 2012

A Linear Circuit Model For Social Influence

[BibT_eX]

[DOI]

CoRR, 2012

A Social Influence Model Based On Circuit Theory

[BibT_eX]

[DOI]

CoRR, 2012

A habit mining approach for discovering similar mobile users.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference 2012, 2012

Speed Scaling Problems with Memory/Cache Consideration.

[BibT_eX]

[DOI]

Proceedings of the Theory and Applications of Models of Computation, 2012

Admission Control and Channel Allocation of Multi-item Requests for Real-Time Data Broadcast.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2012

Influential seed items recommendation.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM Conference on Recommender Systems, 2012

On Approximation of Real-World Influence Spread.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

Storage Device Performance Prediction with Hybrid Regression Models.

[BibT_eX]

[DOI]

Proceedings of the 13th International Conference on Parallel and Distributed Computing, 2012

Image Denoising and Inpainting with Deep Neural Networks.

[BibT_eX]

[DOI]

Junyuan Xie

Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012

BP-growth: Searching Strategies for Efficient Behavior Pattern Mining.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Mobile Data Management, 2012

A Demonstration of Mining Significant Places from Cell ID Trajectories through a Geo-grid Based Approach.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Mobile Data Management, 2012

Mining Significant Places from Cell ID Trajectories: A Geo-grid Based Approach.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Conference on Mobile Data Management, 2012

Harnessing the wisdom of the crowds for accurate web page clipping.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

A projective clustering algorithm based on significant local dense areas.

[BibT_eX]

[DOI]

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Messages Ranking in Social Network.

[BibT_eX]

[DOI]

Bo Li

Fengxian Shi

Proceedings of the Intelligent Information Processing VI, 2012

Multi-view learning with batch mode active selection for image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Mining Personal Context-Aware Preferences for Mobile Users.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Towards Annotating Media Contents through Social Diffusion Analysis.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Ensemble Pruning via Constrained Eigen-Optimization.

[BibT_eX]

[DOI]

Bo Li

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Kineograph: taking the pulse of a fast-changing and connected world.

[BibT_eX]

[DOI]

Proceedings of the European Conference on Computer Systems, 2012

Analyzing Sequence Data Based on Conditional Random Fields with Co-training.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Computational Intelligence and Security, 2012

Exploiting enriched contextual information for mobile app classification.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

Leveraging tagging for neighborhood-aware probabilistic matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Benefit based cache data placement and update for mobile peer to peer networks.

[BibT_eX]

[DOI]

Fan Ye

Qing Li

World Wide Web, 2011

Mining Concept Sequences from Large-Scale Search Logs for Context-Aware Query Suggestion.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2011

Min-energy scheduling for aligned jobs in accelerate model.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2011

Exploiting probabilistic topic models to improve text categorization under class imbalance.

[BibT_eX]

[DOI]

Inf. Process. Manag., 2011

HC_AB: A new heuristic clustering algorithm based on Approximate Backbone.

[BibT_eX]

[DOI]

Inf. Process. Lett., 2011

A semantic term weighting scheme for text categorization.

[BibT_eX]

[DOI]

Qiming Luo

Hui Xiong

Expert Syst. Appl., 2011

Optimal task allocation on non-volatile memory based hybrid main memory.

[BibT_eX]

[DOI]

Proceedings of the Research in Applied Computation Symposium, 2011

Finding Experts in Tag Based Knowledge Sharing Communities.

[BibT_eX]

[DOI]

Hengshu Zhu

Huanhuan Cao

Proceedings of the Knowledge Science, Engineering and Management, 2011

Gaussian Process for Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Science, Engineering and Management, 2011

Personalized Travel Package Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 11th IEEE International Conference on Data Mining, 2011

A novel three-phase XML twig pattern matching algorithm based on version tree.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Towards expert finding by leveraging relevant categories in authority ranking.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

APPECT: An Approximate Backbone-Based Clustering Algorithm for Tags.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 7th International Conference, 2011

2010

Energy optimal schedules for jobs with multiple active intervals.

[BibT_eX]

[DOI]

Wanyong Tian

Theor. Comput. Sci., 2010

Context-aware ranking in web search.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Profit-based on-demand broadcast scheduling of real-time multi-item requests.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Storage Device Performance Prediction with Selective Bagging Classification and Regression Tree.

[BibT_eX]

[DOI]

Proceedings of the Network and Parallel Computing, IFIP International Conference, 2010

Single and Multiple Device DSA Problem, Complexities and Online Algorithms.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Computation - 21st International Symposium, 2010

An Unsupervised Approach to Modeling Personalized Contexts of Mobile Users.

[BibT_eX]

[DOI]

Proceedings of the ICDM 2010, 2010

Hedge Classification with Syntactic Dependency Features Based on an Ensemble Classifier.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth Conference on Computational Natural Language Learning: Shared Task, 2010

A Novel Hybrid Particle Swarm Optimization for Feature Selection and Kernel Optimization in Support Vector Regression.

[BibT_eX]

[DOI]

Jiansheng Wu

Proceedings of the 2010 International Conference on Computational Intelligence and Security, 2010

Graph-Based Answer Passage Ranking for Question Answering.

[BibT_eX]

[DOI]

Xin Li

Proceedings of the 2010 International Conference on Computational Intelligence and Security, 2010

Exploiting user interests for collaborative filtering: interests expansion via personalized ranking.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

An effective approach for mining mobile user habits.

[BibT_eX]

[DOI]

Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009

Optimal tree structures for group key tree management considering insertion and deletion cost.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2009

SPF-A*: Searching Multimedia Data in Heterogeneous Mobile P2P Network.

[BibT_eX]

[DOI]

J. Multim., 2009

Towards context-aware search by learning a very large variable length hidden markov model from search logs.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on World Wide Web, 2009

Context-aware query classification.

[BibT_eX]

[DOI]

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

A Novel Nonparametric Regression Ensemble for Rainfall Forecasting Using Particle Swarm Optimization Technique Coupled with Artificial Neural Network.

[BibT_eX]

[DOI]

Jiansheng Wu

Proceedings of the Advances in Neural Networks, 2009

An Iterative Approach for Joint Dependency Parsing and Semantic Role Labeling.

[BibT_eX]

[DOI]

Qifeng Dai

Liu Shi

Proceedings of the Thirteenth Conference on Computational Natural Language Learning: Shared Task, 2009

Finding Community Structure Based on Subgraph Similarity.

[BibT_eX]

[DOI]

Biao Xiang

Tao Zhou

Proceedings of the Complex Networks, 2009

Enhancing recommender systems under volatile userinterest drifts.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Efficient strategies for tough aggregate constraint-based sequential pattern mining.

[BibT_eX]

[DOI]

Inf. Sci., 2008

Adaptive label-driven scaling for latent semantic indexing.

[BibT_eX]

[DOI]

Proceedings of the 31st Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2008

Adaptive caching with heterogeneous devices in mobile peer to peer network.

[BibT_eX]

[DOI]

Fan Ye

Qing Li

Proceedings of the 2008 ACM Symposium on Applied Computing (SAC), 2008

Context-aware query suggestion by mining click-through and session data.

[BibT_eX]

[DOI]

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

Optimal Key Tree Structure for Deleting Two or More Leaves.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Computation, 19th International Symposium, 2008

Question recommendation for user-interactive question answering systems.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Ubiquitous Information Management and Communication, 2008

Probabilistic Model for Syntactic and Semantic Dependency Parsing.

[BibT_eX]

[DOI]

Liu Shi

Dawei Hu

Proceedings of the Twelfth Conference on Computational Natural Language Learning, 2008

2007

On the strength of hyperclique patterns for text categorization.

[BibT_eX]

[DOI]

Inf. Sci., 2007

An evolution-based cache scheme for scalable mobile data access.

[BibT_eX]

[DOI]

Fan Ye

Qing Li

Proceedings of the 2nf International Conference on Scalable Information Systems, 2007

An answer passage retrieval strategy for web-based question answering.

[BibT_eX]

[DOI]

Proceedings of the 2nf International Conference on Scalable Information Systems, 2007

Heuristic learning of rules for information extraction from web documents.

[BibT_eX]

[DOI]

Proceedings of the 2nf International Conference on Scalable Information Systems, 2007

2006

A Novel Approach of Table Detection and Analysis for Semantic Annotation.

[BibT_eX]

[DOI]

Shu Wang

Phillip C.-Y. Sheu

Int. J. Artif. Intell. Tools, 2006

SIIPU*S: A Semantic Pattern Learning Algorithm.

[BibT_eX]

[DOI]

Proceedings of the 2006 International Conference on Semantics, 2006

An Evolutionary Computational Method for N-Connection Subgraph Discovery.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

Adapting association patterns for text categorization: weaknesses and enhancements.

[BibT_eX]

[DOI]

Proceedings of the 2006 ACM CIKM International Conference on Information and Knowledge Management, 2006

A Chord-Based Novel Mobile Peer-to-Peer File Sharing Protocol.

[BibT_eX]

[DOI]

Min Li

Phillip C.-Y. Sheu

Proceedings of the Frontiers of WWW Research and Development, 2006

A Novel Automatic Text Summarization Study Based on Term Co-Occurrence.

[BibT_eX]

[DOI]

Proceedings of the Firth IEEE International Conference on Cognitive Informatics, 2006

2005

Automatic Domain Ontology Generation from Web sites.

[BibT_eX]

[DOI]

Tak-Lam Wong

Wai Lam

Trans. SDPS, 2005

TextCC: New Feed Forward Neural Network for Classifying Documents Instantly.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005

An Ontology Learning Method Enhanced by Frame Semantics.

[BibT_eX]

[DOI]

Gaofeng Wu

Proceedings of the Seventh IEEE International Symposium on Multimedia (ISM 2005), 2005

SVM Based Automatic User Profile Construction for Personalized Search.

[BibT_eX]

[DOI]

Rui Song

Min Zhao

Proceedings of the Advances in Intelligent Computing, 2005

A General Effective Framework for Monotony and Tough Constraint Based Sequential Pattern Mining.

[BibT_eX]

[DOI]

Tongshu Li

Phillip C.-Y. Sheu

Proceedings of the Data Warehousing and Knowledge Discovery, 2005

Dynamic Clustering Using Multi-objective Evolutionary Algorithm.

[BibT_eX]

[DOI]

Feng Wang

Proceedings of the Computational Intelligence and Security, International Conference, 2005

2004

Extending CC4 Neural Networks to Classify Real Life Documents.

[BibT_eX]

Informatica (Slovenia), 2004

Enabling Personalization Recommendation With WeightedFP for Text Information Retrieval Based on User-Focus.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Information Technology: Coding and Computing (ITCC'04), 2004

An Instance Learning Approach for Automatic Semantic Annotation.

[BibT_eX]

[DOI]

Shu Wang

Proceedings of the Computational and Information Science, First International Symposium, 2004

User-Focus Based Personalization Recommendation for Text Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advanced Web Technologies and Applications, 2004

Efficient Incremental Pattern Mining from Semi-structured Dataset.

[BibT_eX]

[DOI]

Qi Wang

Shu Wang

Proceedings of the Advanced Web Technologies and Applications, 2004

2002

Semistructured Data Store Mapping with XML and Its Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the Advances in Databases and Information Systems, 2002

2001

An Algorithm for Fast Recognition of Connected Row-Convex Constraint Networks.

[BibT_eX]

Proceedings of the Programmation en logique avec contraintes, Actes des JFPLC'2001, 24 avril, 2001

Kansei-Oriented Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Active Media Technology, 6th International Computer Science Conference, 2001

1999

Semi-Structured Data Extraction and Schema Knowledge Mining.

[BibT_eX]

[DOI]