Irwin King

Proceedings of the International Joint Conference on Neural Networks, 2024

A Systematic Survey on Federated Semi-supervised Learning.

[BibT_eX]

[DOI]

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

Towards Geometric Normalization Techniques in SE(3) Equivariant Graph Neural Networks for Physical Dynamics Simulations.

[BibT_eX]

[DOI]

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

An Unforgeable Publicly Verifiable Watermark for Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models.

[BibT_eX]

[DOI]

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

SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

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

EASE: Learning Lightweight Semantic Feature Adapters from Large Language Models for CTR Prediction.

[BibT_eX]

[DOI]

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

An Entropy-based Text Watermarking Detection Method.

[BibT_eX]

[DOI]

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

Influential Exemplar Replay for Incremental Learning in Recommender Systems.

[BibT_eX]

[DOI]

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

A Diffusion-Based Pre-training Framework for Crystal Property Prediction.

[BibT_eX]

[DOI]

Ziqiao Meng

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

HiHPQ: Hierarchical Hyperbolic Product Quantization for Unsupervised Image Retrieval.

[BibT_eX]

[DOI]

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

Deep Structural Knowledge Exploitation and Synergy for Estimating Node Importance Value on Heterogeneous Information Networks.

[BibT_eX]

[DOI]

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

2023

A survey on graph embedding techniques for biomedical data: Methods and applications.

[BibT_eX]

[DOI]

Inf. Fusion, December, 2023

Graph-Based Semi-Supervised Learning: A Comprehensive Review.

[BibT_eX]

[DOI]

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

Hyperbolic Temporal Network Embedding.

[BibT_eX]

[DOI]

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

A Survey on Deep Semi-Supervised Learning.

[BibT_eX]

[DOI]

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

CenGCN: Centralized Convolutional Networks with Vertex Imbalance for Scale-Free Graphs.

[BibT_eX]

[DOI]

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

A phenomenographic approach on teacher conceptions of teaching Artificial Intelligence (AI) in K-12 schools.

[BibT_eX]

[DOI]

Educ. Inf. Technol., January, 2023

A Survey of Text Watermarking in the Era of Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

An Augmented Index-based Efficient Community Search for Large Directed Graphs.

[BibT_eX]

[DOI]

CoRR, 2023

Alignment and Outer Shell Isotropy for Hyperbolic Graph Contrastive Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogue.

[BibT_eX]

[DOI]

CoRR, 2023

A Private Watermark for Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2023

VOLTA: Diverse and Controllable Question-Answer Pair Generation with Variational Mutual Information Maximizing Autoencoder.

[BibT_eX]

[DOI]

CoRR, 2023

Knowledge Transfer via Multi-Head Feature Adaptation for Whole Slide Image Classification.

[BibT_eX]

[DOI]

CoRR, 2023

Drug Synergistic Combinations Predictions via Large-Scale Pre-Training and Graph Structure Learning.

[BibT_eX]

[DOI]

CoRR, 2023

A Survey of Trustworthy Federated Learning with Perspectives on Security, Robustness and Privacy.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

1st Workshop on Federated Learning Technologies.

[BibT_eX]

[DOI]

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Bipartite Graph Convolutional Hashing for Effective and Efficient Top-N Search in Hamming Space.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

An experiential learning approach to learn AI in an online workshop.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Teaching, 2023

Think Rationally about What You See: Continuous Rationale Extraction for Relation Extraction.

[BibT_eX]

[DOI]

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

WSFE: Wasserstein Sub-graph Feature Encoder for Effective User Segmentation in Collaborative Filtering.

[BibT_eX]

[DOI]

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

Meta-Learning with Motif-based Task Augmentation for Few-Shot Molecular Property Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Mitigating the Popularity Bias of Graph Collaborative Filtering: A Dimensional Collapse Perspective.

[BibT_eX]

[DOI]

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

Optimal Block-wise Asymmetric Graph Construction for Graph-based Semi-supervised Learning.

[BibT_eX]

[DOI]

Yifei Zhang

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

No Change, No Gain: Empowering Graph Neural Networks with Expected Model Change Maximization for Active Learning.

[BibT_eX]

[DOI]

Yifei Zhang

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

Predicting Global Label Relationship Matrix for Graph Neural Networks under Heterophily.

[BibT_eX]

[DOI]

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

Contrastive Cross-scale Graph Knowledge Synergy.

[BibT_eX]

[DOI]

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

Hyperbolic Graph Neural Networks: A Tutorial on Methods and Applications.

[BibT_eX]

[DOI]

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

κHGCN: Tree-likeness Modeling via Continuous and Discrete Curvature Learning.

[BibT_eX]

[DOI]

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

Flexible Contribution Estimation Methods for Horizontal Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Diagnose Like a Pathologist: Transformer-Enabled Hierarchical Attention-Guided Multiple Instance Learning for Whole Slide Image Classification.

[BibT_eX]

[DOI]

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

A Unified View of Deep Learning for Reaction and Retrosynthesis Prediction: Current Status and Future Challenges.

[BibT_eX]

[DOI]

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

Doubly Stochastic Graph-based Non-autoregressive Reaction Prediction.

[BibT_eX]

[DOI]

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

FedHGN: A Federated Framework for Heterogeneous Graph Neural Networks.

[BibT_eX]

[DOI]

Xinyu Fu

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

Practical and Efficient Model Extraction of Sentiment Analysis APIs.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering, 2023

Generalized Category Discovery with Clustering Assignment Consistency.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Hyperbolic Representation Learning: Revisiting and Advancing.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues.

[BibT_eX]

[DOI]

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

Neural Architecture Search for Explainable Networks.

[BibT_eX]

[DOI]

Yaoman Li

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Towards Fair Financial Services for All: A Temporal GNN Approach for Individual Fairness on Transaction Networks.

[BibT_eX]

[DOI]

Yuji Zhang

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

GDA: Generative Data Augmentation Techniques for Relation Extraction Tasks.

[BibT_eX]

[DOI]

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

Multimodal Relation Extraction with Cross-Modal Retrieval and Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Spectral Feature Augmentation for Graph Contrastive Learning and Beyond.

[BibT_eX]

[DOI]

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

Graph Component Contrastive Learning for Concept Relatedness Estimation.

[BibT_eX]

[DOI]

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

A Decade of MOOCs and Beyond - Platforms, Policies, Pedagogy, Technology, and Ecosystems with an Emphasis on Greater China

[BibT_eX]

[DOI]

Wei-I Lee

Springer, ISBN: 978-3-031-15240-5, 2023

2022

Emerging App Issue Identification via Online Joint Sentiment-Topic Tracing.

[BibT_eX]

[DOI]

IEEE Trans. Software Eng., 2022

Creation and Evaluation of a Pretertiary Artificial Intelligence (AI) Curriculum.

[BibT_eX]

[DOI]

IEEE Trans. Educ., 2022

Exploiting Inactive Examples for Natural Language Generation With Data Rejuvenation.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Multimodality in meta-learning: A comprehensive survey.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Understanding in-app advertising issues based on large scale app review analysis.

[BibT_eX]

[DOI]

Inf. Softw. Technol., 2022

Hyperbolic Curvature Graph Neural Network.

[BibT_eX]

[DOI]

CoRR, 2022

Gradient Imitation Reinforcement Learning for General Low-Resource Information Extraction.

[BibT_eX]

[DOI]

CoRR, 2022

Hyperbolic Graph Representation Learning: A Tutorial.

[BibT_eX]

[DOI]

CoRR, 2022

Knowledge-aware Neural Networks with Personalized Feature Referencing for Cold-start Recommendation.

[BibT_eX]

[DOI]

CoRR, 2022

E2Efold-3D: End-to-End Deep Learning Method for accurate de novo RNA 3D Structure Prediction.

[BibT_eX]

[DOI]

CoRR, 2022

ConcreteGraph: A Data Augmentation Method Leveraging the Properties of Concept Relatedness Estimation.

[BibT_eX]

[DOI]

CoRR, 2022

ResNorm: Tackling Long-tailed Degree Distribution Issue in Graph Neural Networks via Normalization.

[BibT_eX]

[DOI]

CoRR, 2022

Hyperbolic Graph Neural Networks: A Review of Methods and Applications.

[BibT_eX]

[DOI]

CoRR, 2022

Self-supervised contrastive learning for integrative single cell RNA-seq data analysis.

[BibT_eX]

[DOI]

Briefings Bioinform., 2022

Graph-adaptive Rectified Linear Unit for Graph Neural Networks.

[BibT_eX]

[DOI]

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

HRCF: Enhancing Collaborative Filtering via Hyperbolic Geometric Regularization.

[BibT_eX]

[DOI]

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

Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation.

[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

Developing an AI literacy test for junior secondary students: The first stage.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Teaching, 2022

Towards Efficient Post-training Quantization of Pre-trained Language Models.

[BibT_eX]

[DOI]

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

Retrieval-Augmented Multilingual Keyphrase Generation with Retriever-Generator Iterative Training.

[BibT_eX]

[DOI]

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

COSTA: Covariance-Preserving Feature Augmentation for Graph Contrastive Learning.

[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

Towards an Optimal Asymmetric Graph Structure for Robust Semi-supervised Node Classification.

[BibT_eX]

[DOI]

Yifei Zhang

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

HICF: Hyperbolic Informative Collaborative Filtering.

[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

Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation.

[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

ACE: A Coarse-to-Fine Learning Framework for Reliable Representation Learning Against Label Noise.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2022

An Effective Post-training Embedding Binarization Approach for Fast Online Top-K Passage Matching.

[BibT_eX]

[DOI]

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Personalized Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Momentum Contrastive Pre-training for Question Answering.

[BibT_eX]

[DOI]

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

Hierarchical Heterogeneous Graph Attention Network for Syntax-Aware Summarization.

[BibT_eX]

[DOI]

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

Text Revision By On-the-Fly Representation Optimization.

[BibT_eX]

[DOI]

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

2021

Attributed Collaboration Network Embedding for Academic Relationship Mining.

[BibT_eX]

[DOI]

ACM Trans. Web, 2021

Shifu2: A Network Representation Learning Based Model for Advisor-Advisee Relationship Mining.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Making Online Sketching Hashing Even Faster.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Controllable Summarization with Constrained Markov Decision Process.

[BibT_eX]

[DOI]

Lu Wang

Trans. Assoc. Comput. Linguistics, 2021

Rethinking Engineering Education: Policy, Pedagogy, and Assessment During Crises.

[BibT_eX]

[DOI]

IEEE Signal Process. Mag., 2021

Temporal context-aware task recommendation in crowdsourcing systems.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Dialogue summarization with supporting utterance flow modelling and fact regularization.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

A condense-then-select strategy for text summarization.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Do users care about ad's performance costs? Exploring the effects of the performance costs of in-app ads on user experience.

[BibT_eX]

[DOI]

Inf. Softw. Technol., 2021

Towards Low-loss 1-bit Quantization of User-item Representations for Top-K Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Attentive Knowledge-aware Graph Convolutional Networks with Collaborative Guidance for Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Modeling Scale-free Graphs for Knowledge-aware Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Dialogue Summarization with Supporting Utterance Flow Modeling and Fact Regularization.

[BibT_eX]

[DOI]

CoRR, 2021

Open-Retrieval Conversational Machine Reading.

[BibT_eX]

[DOI]

CoRR, 2021

Creation and Evaluation of a Pre-tertiary Artificial Intelligence (AI) Curriculum.

[BibT_eX]

[DOI]

CoRR, 2021

DeepCURATER: Deep Learning for CoURse And Teaching Evaluation and Review.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Engineering, 2021

Discrete-time Temporal Network Embedding via Implicit Hierarchical Learning in Hyperbolic Space.

[BibT_eX]

[DOI]

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

Discrete Auto-regressive Variational Attention Models for Text Modeling.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

DAP-BERT: Differentiable Architecture Pruning of BERT.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 28th International Conference, 2021

Improving the Transferability of Adversarial Samples With Adversarial Transformations.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Semi-supervised Multi-label Learning for Graph-structured Data.

[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

Self-Training Sampling with Monolingual Data Uncertainty for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

A Training-free and Reference-free Summarization Evaluation Metric via Centrality-weighted Relevance and Self-referenced Redundancy.

[BibT_eX]

[DOI]

Wang Chen

Piji Li

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

BinaryBERT: Pushing the Limit of BERT Quantization.

[BibT_eX]

[DOI]

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Effective Data-Aware Covariance Estimator From Compressed Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

BinaryBERT: Pushing the Limit of BERT Quantization.

[BibT_eX]

[DOI]

CoRR, 2020

An Empirical Study of In-App Advertising Issues Based on Large Scale App Review Analysis.

[BibT_eX]

[DOI]

CoRR, 2020

EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading.

[BibT_eX]

[DOI]

CoRR, 2020

Discrete Variational Attention Models for Language Generation.

[BibT_eX]

[DOI]

CoRR, 2020

What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process.

[BibT_eX]

[DOI]

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

MAGNN: Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding.

[BibT_eX]

[DOI]

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

Crisis Resilience Pedagogy (CRP) for Teaching and Learning.

[BibT_eX]

[DOI]

Rudi Santoso Chow

Chak Ming Lam

Proceedings of the IEEE International Conference on Teaching, 2020

Education Technology for Online Learning in Times of Crisis.

[BibT_eX]

[DOI]

Haiyan Cai

Proceedings of the IEEE International Conference on Teaching, 2020

A Unified Dual-view Model for Review Summarization and Sentiment Classification with Inconsistency Loss.

[BibT_eX]

[DOI]

Wang Chen

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

Revisiting Parameter Sharing for Automatic Neural Channel Number Search.

[BibT_eX]

[DOI]

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

Unsupervised Text Generation by Learning from Search.

[BibT_eX]

[DOI]

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

Efficient Community Search over Large Directed Graph: An Augmented Index-based Approach.

[BibT_eX]

[DOI]

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

A Survey of Graph Curvature and Embedding in Non-Euclidean Spaces.

[BibT_eX]

[DOI]

Chandni Saxena

Tianyu Liu

Proceedings of the Neural Information Processing - 27th International Conference, 2020

AutoGraph: Automated Graph Neural Network.

[BibT_eX]

[DOI]

Yaoman Li

Proceedings of the Neural Information Processing - 27th International Conference, 2020

A Literature Review of Recent Graph Embedding Techniques for Biomedical Data.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

FeatureNorm: L2 Feature Normalization for Dynamic Graph Embedding.

[BibT_eX]

[DOI]

Menglin Yang

Ziqiao Meng

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

Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

VD-BERT: A Unified Vision and Dialog Transformer with BERT.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Data Rejuvenation: Exploiting Inactive Training Examples for Neural Machine Translation.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Exploiting Unsupervised Data for Emotion Recognition in Conversations.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Towards Global Explanations of Convolutional Neural Networks With Concept Attribution.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Boosting the Transferability of Adversarial Samples via Attention.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Photon: A Robust Cross-Domain Text-to-SQL System.

[BibT_eX]

[DOI]

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

Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading.

[BibT_eX]

[DOI]

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

Exclusive Hierarchical Decoding for Deep Keyphrase Generation.

[BibT_eX]

[DOI]

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

Learning 3D Face Reconstruction with a Pose Guidance Network.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2020 - 15th Asian Conference on Computer Vision, Kyoto, Japan, November 30, 2020

Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network.

[BibT_eX]

[DOI]

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

Few Shot Network Compression via Cross Distillation.

[BibT_eX]

[DOI]

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

2019

What You Say and How You Say it: Joint Modeling of Topics and Discourse in Microblog Conversations.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2019

Improving Word Representations: A Sub-sampled Unigram Distribution for Negative Sampling.

[BibT_eX]

[DOI]

CoRR, 2019

PT-CoDE: Pre-trained Context-Dependent Encoder for Utterance-level Emotion Recognition.

[BibT_eX]

[DOI]

CoRR, 2019

Online Micro-Modules Library Production for Fundamental Programming Courses with Active Learning.

[BibT_eX]

[DOI]

Rudi Chow

Marco Ho

Proceedings of the IEEE International Conference on Engineering, Technology and Education, 2019

Microblog Hashtag Generation via Encoding Conversation Contexts.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Automating App Review Response Generation.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE/ACM International Conference on Automated Software Engineering, 2019

Architecture Search for Image Inpainting.

[BibT_eX]

[DOI]

Yaoman Li

Proceedings of the Advances in Neural Networks - ISNN 2019, 2019

STAR-GCN: Stacked and Reconstructed Graph Convolutional Networks for Recommender Systems.

[BibT_eX]

[DOI]

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

Parallel Wasserstein Generative Adversarial Nets with Multiple Discriminators.

[BibT_eX]

[DOI]

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

Difficulty Controllable Generation of Reading Comprehension Questions.

[BibT_eX]

[DOI]

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

Emerging app issue identification from user feedback: experience on WeChat.

[BibT_eX]

[DOI]

Proceedings of the 41st International Conference on Software Engineering: Software Engineering in Practice, 2019

Improving Question Generation With to the Point Context.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Deep Validation: Toward Detecting Real-World Corner Cases for Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019

SelFlow: Self-Supervised Learning of Optical Flow.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

BigScholar 2019: The 6th Workshop on Big Scholarly Data.

[BibT_eX]

[DOI]

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

Topic-Aware Neural Keyphrase Generation for Social Media Language.

[BibT_eX]

[DOI]

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

Interconnected Question Generation with Coreference Alignment and Conversation Flow Modeling.

[BibT_eX]

[DOI]

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

Neural Keyphrase Generation via Reinforcement Learning with Adaptive Rewards.

[BibT_eX]

[DOI]

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

DDFlow: Learning Optical Flow with Unlabeled Data Distillation.

[BibT_eX]

[DOI]

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

Generating Distractors for Reading Comprehension Questions from Real Examinations.

[BibT_eX]

[DOI]

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

Title-Guided Encoding for Keyphrase Generation.

[BibT_eX]

[DOI]

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

2018

Point-of-Interest Recommendation in Location-Based Social Networks

[BibT_eX]

[DOI]

Springer Briefs in Computer Science, Springer, ISBN: 978-981-13-1348-6, 2018

Social Recommendation in Dynamic Networks.

[BibT_eX]

[DOI]

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

Online Nonlinear AUC Maximization for Imbalanced Data Sets.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Overlapping community detection with preference and locality information: a non-negative matrix factorization approach.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2018

Aggregated Temporal Tensor Factorization Model for Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Neural Process. Lett., 2018

Difficulty Controllable Question Generation for Reading Comprehension.

[BibT_eX]

[DOI]

CoRR, 2018

DeepObfuscation: Securing the Structure of Convolutional Neural Networks via Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2018

GaAN: Gated Attention Networks for Learning on Large and Spatiotemporal Graphs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Pure Exploration of Multi-Armed Bandits with Heavy-Tailed Payoffs.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

INFAR: insight extraction from app reviews.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

Almost Optimal Algorithms for Linear Stochastic Bandits with Heavy-Tailed Payoffs.

[BibT_eX]

[DOI]

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

Exploring the effects of ad schemes on the performance cost of mobile phones.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Advances in Mobile App Analysis, 2018

A Generic Approach for Accelerating Stochastic Zeroth-Order Convex Optimization.

[BibT_eX]

[DOI]

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

Code Completion with Neural Attention and Pointer Networks.

[BibT_eX]

[DOI]

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

Online app review analysis for identifying emerging issues.

[BibT_eX]

[DOI]

Proceedings of the 40th International Conference on Software Engineering, 2018

Personalized Sequential Check-in Prediction: Beyond Geographical and Temporal Contexts.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Topic Memory Networks for Short Text Classification.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Thread Popularity Prediction and Tracking with a Permutation-invariant Model.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Communication-Efficient Distributed Deep Metric Learning with Hybrid Synchronization.

[BibT_eX]

[DOI]

Yuxin Su

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

Neural Relational Topic Models for Scientific Article Analysis.

[BibT_eX]

[DOI]

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

2017

Introduction: special issue of selected papers from ACML 2015.

[BibT_eX]

[DOI]

Mach. Learn., 2017

Semantically Consistent Image Completion with Fine-grained Details.

[BibT_eX]

[DOI]

CoRR, 2017

High-Resolution Deep Convolutional Generative Adversarial Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Geo-Teaser: Geo-Temporal Sequential Embedding Rank for Point-of-interest Recommendation.

[BibT_eX]

[DOI]

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

Dynamic Key-Value Memory Networks for Knowledge Tracing.

[BibT_eX]

[DOI]

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

Shifu: Deep Learning Based Advisor-advisee Relationship Mining in Scholarly Big Data.

[BibT_eX]

[DOI]

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

Leveraging Social Connections to Improve Peer Assessment in MOOCs.

[BibT_eX]

[DOI]

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

FROSH: FasteR Online Sketching Hashing.

[BibT_eX]

[DOI]

Xixian Chen

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

Mining Business Opportunities from Location-based Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Learning to Rank Using Localized Geometric Mean Metrics.

[BibT_eX]

[DOI]

Yuxin Su

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Improving recommendation accuracy using networks of substitutable and complementary products.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

It's about time! Modeling customer behaviors as the secretary problem in daily deal websites.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Simple and efficient parallelization for probabilistic temporal tensor factorization.

[BibT_eX]

[DOI]

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Geo-Pairwise Ranking Matrix Factorization Model for Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Toward Efficient and Accurate Covariance Matrix Estimation on Compressed Data.

[BibT_eX]

[DOI]

Xixian Chen

Proceedings of the 34th International Conference on Machine Learning, 2017

Risk Control of Best Arm Identification in Multi-armed Bandits via Successive Rejects.

[BibT_eX]

[DOI]

Xiaotian Yu

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

Traffic Prediction Based Power Saving in Cellular Networks: A Machine Learning Method.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2017

Aspect-level Sentiment Classification with HEAT (HiErarchical ATtention) Network.

[BibT_eX]

[DOI]

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

From Mutual Friends to Overlapping Community Detection: A Non-negative Matrix Factorization Approach.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

CBRAP: Contextual Bandits with RAndom Projection.

[BibT_eX]

[DOI]

Xiaotian Yu

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

2016

A Unified Point-of-Interest Recommendation Framework in Location-Based Social Networks.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2016

Introduction to the Special Issue on Crowd in Intelligent Systems.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2016

Extracting translations from comparable corpora for Cross-Language Information Retrieval using the language modeling framework.

[BibT_eX]

[DOI]

Razieh Rahimi

Azadeh Shakery

Inf. Process. Manag., 2016

GT-SEER: Geo-Temporal SEquential Embedding Rank for Point-of-interest Recommendation.

[BibT_eX]

[DOI]

CoRR, 2016

A Survey of Point-of-interest Recommendation in Location-based Social Networks.

[BibT_eX]

[DOI]

CoRR, 2016

Dynamic Key-Value Memory Network for Knowledge Tracing.

[BibT_eX]

[DOI]

CoRR, 2016

Trust-aware Peer Assessment using Multi-armed Bandit Algorithms.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on World Wide Web, 2016

Online non-negative dictionary learning via moment information for sparse Poisson coding.

[BibT_eX]

[DOI]

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

Distributed Information-Theoretic Metric Learning in Apache Spark.

[BibT_eX]

[DOI]

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

Modeling the Homophily Effect between Links and Communities for Overlapping Community Detection.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Locality-Sensitive Linear Bandit Model for Online Social Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Topological Order Discovery via Deep Knowledge Tracing.

[BibT_eX]

[DOI]

Jiani Zhang

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

An Online-Updating Approach on Task Recommendation in Crowdsourcing Systems.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 23rd International Conference, 2016

Constructing Reliable Gradient Exploration for Online Learning to Rank.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

STELLAR: Spatial-Temporal Latent Ranking for Successive Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Boosting Response Aware Model-Based Collaborative Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

TaskRec: A Task Recommendation Framework in Crowdsourcing Systems.

[BibT_eX]

[DOI]

Neural Process. Lett., 2015

Budget constrained non-monotonic feature selection.

[BibT_eX]

[DOI]

Neural Networks, 2015

Maximum margin semi-supervised learning with irrelevant data.

[BibT_eX]

[DOI]

Neural Networks, 2015

Learning to suggest questions in social media.

[BibT_eX]

[DOI]

Tom Chao Zhou

Michael Rung-Tsong Lyu

Jie Lou

Knowl. Inf. Syst., 2015

A topic-biased user reputation model in rating systems.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2015

Multilingual information retrieval in the language modeling framework.

[BibT_eX]

[DOI]

Razieh Rahimi

Azadeh Shakery

Inf. Retr. J., 2015

WSDM'15 Workshop Summary / Scalable Data Analytics: Theory and Applications.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM International Conference on Web Search and Data Mining, 2015

Fast Relative-Error Approximation Algorithm for Ridge Regression.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015

Group buying in social coupon: Myths or facts.

[BibT_eX]

[DOI]

Yuanyuan Man

Mantian Mandy Hu

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

Exploiting k-Degree Locality to Improve Overlapping Community Detection.

[BibT_eX]

[DOI]

Hongyi Zhang

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

Training-Efficient Feature Map for Shift-Invariant Kernels.

[BibT_eX]

[DOI]

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

A Framework for Describing Multimedia Circulation in a Smartphone Ecosystem.

[BibT_eX]

[DOI]

Proceedings of the Advances in Digital Forensics XI, 2015

Exploiting Game Theoretic Analysis for Link Recommendation in Social Networks.

[BibT_eX]

[DOI]

H. Vicky Zhao

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Improving Latent Factor Models via Personalized Feature Projection for One Class Recommendation.

[BibT_eX]

[DOI]

Julian J. McAuley

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Incorporating Implicit Link Preference Into Overlapping Community Detection.

[BibT_eX]

[DOI]

Hongyi Zhang

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

Kernelized Online Imbalanced Learning with Fixed Budgets.

[BibT_eX]

[DOI]

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

2014

Social Recommendation in Dynamic Networks.

[BibT_eX]

[DOI]

Encyclopedia of Social Network Analysis and Mining, 2014

Graphical lasso quadratic discriminant function and its application to character recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2014

Language technologies for enhancement of teaching and learning in writing.

[BibT_eX]

[DOI]

Proceedings of the 23rd International World Wide Web Conference, 2014

Ratings meet reviews, a combined approach to recommend.

[BibT_eX]

[DOI]

Guang Ling

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Gradient boosting factorization machines.

[BibT_eX]

[DOI]

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

Combinatorial Pure Exploration of Multi-Armed Bandits.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Exploiting homophily-based implicit social network to improve recommendation performance.

[BibT_eX]

[DOI]

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

Non-monotonic Feature Selection for Regression.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 21st International Conference, 2014

Corporate Leaders Analytics and Network System (CLANS): Constructing and Mining Social Networks among Corporations and Business Elites in China.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 21st International Conference, 2014

Welcome from DSAA 2014 chairs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Leveraging Social Connections to Improve Personalized Ranking for Collaborative Filtering.

[BibT_eX]

[DOI]

Julian J. McAuley

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

Axiomatic Analysis of Cross-Language Information Retrieval.

[BibT_eX]

[DOI]

Razieh Rahimi

Azadeh Shakery

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

2013

Collaborative Web Service QoS Prediction via Neighborhood Integrated Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2013

Efficient online learning for multitask feature selection.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2013

Introduction to the special section on twitter and microblogging services.

[BibT_eX]

[DOI]

Wolfgang Nejdl

ACM Trans. Intell. Syst. Technol., 2013

Introduction to Special section on Large-scale Data Mining.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2013

Exact and Stable Recovery of Pairwise Interaction Tensors.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

SCMF: Sparse Covariance Matrix Factorization for Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

A Unified Framework for Reputation Estimation in Online Rating Systems.

[BibT_eX]

[DOI]

Guang Ling

Proceedings of the IJCAI 2013, 2013

Where You Like to Go Next: Successive Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2013, 2013

Capturing Geographical Influence in POI Recommendations.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 20th International Conference, 2013

A Hierarchical Entity-Based Approach to Structuralize User Generated Content in Social Media: A Case of Yahoo! Answers.

[BibT_eX]

[DOI]

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

Sparse Poisson coding for high dimensional document clustering.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012

Enhanced Models for Expertise Retrieval Using Community-Aware Strategies.

[BibT_eX]

[DOI]

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

Component Ranking for Fault-Tolerant Cloud Applications.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2012

Mining Web Graphs for Recommendations.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2012

MatchSim: a novel similarity measure based on maximum neighborhood matching.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2012

Special issue on advances in web intelligence.

[BibT_eX]

[DOI]

Neurocomputing, 2012

A classification-based approach to question routing in community question answering.

[BibT_eX]

[DOI]

Tom Chao Zhou

Proceedings of the 21st World Wide Web Conference, 2012

Analyzing and predicting question quality in community question answering services.

[BibT_eX]

[DOI]

Proceedings of the 21st World Wide Web Conference, 2012

Response Aware Model-Based Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

Modeling and exploiting heterogeneous bibliographic networks for expertise ranking.

[BibT_eX]

[DOI]

Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries, 2012

Online learning for collaborative filtering.

[BibT_eX]

[DOI]

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

Communities of Yahoo! Answers and Baidu Zhidao: Complementing or competing?

[BibT_eX]

[DOI]

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

TaskRec: Probabilistic Matrix Factorization in Task Recommendation in Crowdsourcing Systems.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Are You a Social Conformer?

[BibT_eX]

[DOI]

Priyanka Garg

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Do ads compete or collaborate?: designing click models with full relationship incorporated.

[BibT_eX]

[DOI]

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

Information propagation in social rating networks.

[BibT_eX]

[DOI]

Priyanka Garg

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

A Data-Driven Approach to Question Subjectivity Identification in Community Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Fused Matrix Factorization with Geographical and Social Influence in Location-Based Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

QoS-Aware Web Service Recommendation by Collaborative Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2011

Improving Recommender Systems by Incorporating Social Contextual Information.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2011

Efficient Sparse Generalized Multiple Kernel Learning.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

Learning to recommend with explicit and implicit social relations.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2011

A report on the fourth ACM international conference on web search and data mining (WSDM 2011).

[BibT_eX]

[DOI]

Hang Li

SIGKDD Explor., 2011

The fourth ACM international conference on web search and data mining (WSDM 2011).

[BibT_eX]

[DOI]

Hang Li

SIGIR Forum, 2011

Empirical Comparisons of Attack and Protection Algorithms for Online Social Networks.

[BibT_eX]

[DOI]

Mingzhen Mo

Proceedings of the 2nd International Conference on Ambient Systems, 2011

Special Issue Review: Neurocomputing - Special Issue on Advances in Web Intelligence.

[BibT_eX]

[DOI]

IEEE Intell. Informatics Bull., 2011

CMAP: effective fusion of quality and relevance for multi-criteria recommendation.

[BibT_eX]

[DOI]

Xin Xin

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Recommender systems with social regularization.

[BibT_eX]

[DOI]

Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

A Survey of Crowdsourcing Systems.

[BibT_eX]

[DOI]

Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Probabilistic factor models for web site recommendation.

[BibT_eX]

[DOI]

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Mining test oracles of web search engines.

[BibT_eX]

[DOI]

Proceedings of the 26th IEEE/ACM International Conference on Automated Software Engineering (ASE 2011), 2011

Task Matching in Crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Conference on Internet of Things (iThings) & 4th IEEE International Conference on Cyber, 2011

Improving question retrieval in community question answering with label ranking.

[BibT_eX]

[DOI]

Wei Wang

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

Graphical Lasso Quadratic Discriminant Function for Character Recognition.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Enrichment and Reductionism: Two Approaches for Web Query Classification.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 18th International Conference, 2011

Towards a top-down and bottom-up bidirectional approach to joint information extraction.

[BibT_eX]

[DOI]

Xiaofeng Yu

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

Can irrelevant data help semi-supervised learning, why and how?

[BibT_eX]

[DOI]

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

Question identification on twitter.

[BibT_eX]

[DOI]

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

Question routing in community question answering: putting category in its place.

[BibT_eX]

[DOI]

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

Learning to Suggest Questions in Online Forums.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Discriminative semi-supervised feature selection via manifold regularization.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2010

Bridging the Semantic Gap Between Image Contents and Tags.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2010

Label Ranking with Semi-Supervised Learning.

[BibT_eX]

[DOI]

Wei Wang

Aust. J. Intell. Inf. Process. Syst., 2010

Introduction to social recommendation.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on World Wide Web, 2010

Using finite state machines for evaluating spoken dialog systems.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

Collaborative filtering model for user satisfaction prediction in Spoken Dialog System evaluation.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

Collection of user judgments on spoken dialog system with crowdsourcing.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

Predicting user evaluations of spoken dialog systems using semi-supervised learning.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE Spoken Language Technology Workshop, 2010

FTCloud: A Component Ranking Framework for Fault-Tolerant Cloud Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE 21st International Symposium on Software Reliability Engineering, 2010

Multi-task Learning for one-class classification.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

Exploit of online social networks with Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

An Enhanced Semi-supervised Recommendation Model Based on Green's Function.

[BibT_eX]

[DOI]

Dingyan Wang

Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

Exploit of Online Social Networks with Community-Based Graph Semi-Supervised Learning.

[BibT_eX]

[DOI]

Mingzhen Mo

Proceedings of the Neural Information Processing. Theory and Algorithms, 2010

Online Learning for Group Lasso.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Simple and Efficient Multiple Kernel Learning by Group Lasso.

[BibT_eX]

[DOI]

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Introduction to Social Computing.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2010

Online learning for multi-task feature selection.

[BibT_eX]

[DOI]

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

Routing questions to appropriate answerers in community question answering services.

[BibT_eX]

[DOI]

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

UserRec: A User Recommendation Framework in Social Tagging Systems.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Smooth Optimization for Effective Multiple Kernel Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

Diversifying Query Suggestion Results.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

A Volume-Based Heat-Diffusion Classifier.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2009

A novel kernel-based maximum a posteriori classification method.

[BibT_eX]

[DOI]

Neural Networks, 2009

Arbitrary Norm Support Vector Machines.

[BibT_eX]

[DOI]

Neural Comput., 2009

Introduction.

[BibT_eX]

[DOI]

Christopher C. Yang

J. Intell. Inf. Syst., 2009

Localized support vector regression for time series prediction.

[BibT_eX]

[DOI]

Neurocomputing, 2009

A biased minimax probability machine-based scheme for relevance feedback in image retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2009

Managing knowledge on the Web - Extracting ontology from HTML Web.

[BibT_eX]

[DOI]

Timon C. Du

Feng Li

Decis. Support Syst., 2009

Effective latent space graph-based re-ranking model with global consistency.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Web Search and Web Data Mining, 2009

Learning to recommend with social trust ensemble.

[BibT_eX]

[DOI]

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

Entropy-biased models for query representation on the click graph.

[BibT_eX]

[DOI]

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

Learning to recommend with trust and distrust relationships.

[BibT_eX]

[DOI]

Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

Let's Tango - Finding the Right Couple for Feature-Opinion Association in Sentiment Analysis.

[BibT_eX]

[DOI]

Kam Tong Chan

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Heavy-Tailed Symmetric Stochastic Neighbor Embedding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Adaptive Regularization for Transductive Support Vector Machine.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

First ACM SIGMM international workshop onsocial media (WSM'09).

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

A generalized Co-HITS algorithm and its application to bipartite graphs.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

A brief survey of computational approaches in Social Computing.

[BibT_eX]

[DOI]

Jiexing Li

Kam Tong Chan

Proceedings of the International Joint Conference on Neural Networks, 2009

Supervised Self-taught Learning: Actively transferring knowledge from unlabeled data.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

WSRec: A Collaborative Filtering Based Web Service Recommender System.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2009

Ensemble Learning for Imbalanced E-commerce Transaction Anomaly Classification.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 16th International Conference, 2009

Non-monotonic feature selection.

[BibT_eX]

[DOI]

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

TagRec: Leveraging Tagging Wisdom for Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

A Survey of Human Computation Systems.

[BibT_eX]

[DOI]

Ling-Jyh Chen

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Mathematical Modeling of Social Games.

[BibT_eX]

[DOI]

Kam Tong Chan

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Automobile, car and BMW: horizontal and hierarchical approach in social tagging systems.

[BibT_eX]

[DOI]

Tom Chao Zhou

Proceedings of the 2nd ACM Workshop on Social Web Search and Mining, 2009

A social recommendation framework based on multi-scale continuous conditional random fields.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Semi-nonnegative matrix factorization with global statistical consistency for collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

MatchSim: a novel neighbor-based similarity measure with maximum neighborhood matching.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

Enhancing expertise retrieval using community-aware strategies.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008

Maxi-Min Margin Machine: Learning Large Margin Classifiers Locally and Globally.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2008

Robust BMPM training based on second-order cone programming and its application in medical diagnosis.

[BibT_eX]

[DOI]

Neural Networks, 2008

International Conference on Neural Information Processing (ICONIP 2006).

[BibT_eX]

[DOI]

Jun Wang

Neurocomputing, 2008

Editorial.

[BibT_eX]

[DOI]

Yangmin Li

Int. J. Intell. Comput. Cybern., 2008

RATE: A Review of Reviewers in a Manuscript Review Process.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

An Analytical Approach to Optimizing the Utility of ESP Games.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

An Analytical Study of Puzzle Selection Strategies for the ESP Game.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Learning with Consistency between Inductive Functions and Kernels.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

An Extended Level Method for Efficient Multiple Kernel Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Efficient Minimax Clustering Probability Machine by Generalized Probability Product Kernel.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2008

Sprinkled Latent Semantic Indexing for Text Classification with Background Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Semi-supervised Learning from General Unlabeled Data.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Direct Zero-Norm Optimization for Feature Selection.

[BibT_eX]

[DOI]

Kaizhu Huang

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Formal Models for Expert Finding on DBLP Bibliography Data.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Semi-supervised text categorization by active search.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

SoRec: social recommendation using probabilistic matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Mining social networks using heat diffusion processes for marketing candidates selection.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

Learning latent semantic relations from clickthrough data for query suggestion.

[BibT_eX]

[DOI]

Proceedings of the 17th ACM Conference on Information and Knowledge Management, 2008

2007

The generalized dependency degree between attributes.

[BibT_eX]

[DOI]

J. Assoc. Inf. Sci. Technol., 2007

Feature Selection Based on Minimum Error minimax Probability Machine.

[BibT_eX]

[DOI]

Zenglin Xu

Int. J. Pattern Recognit. Artif. Intell., 2007

Web page classification with heterogeneous data fusion.

[BibT_eX]

[DOI]

Zenglin Xu

Proceedings of the 16th International Conference on World Wide Web, 2007

Measuring credibility of users in an e-learning environment.

[BibT_eX]

[DOI]

Wei Wei

Jimmy Ho-Man Lee

Proceedings of the 16th International Conference on World Wide Web, 2007

Efficient training on biased minimax probability machine for imbalanced text classification.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on World Wide Web, 2007

Extending Link-based Algorithms for Similar Web Pages with Neighborhood Structure.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

DiffusionRank: a possible penicillin for web spamming.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Effective missing data prediction for collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the SIGIR 2007: Proceedings of the 30th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2007

Efficient Convex Relaxation for Transductive Support Vector Machine.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 20, 2007

Maximum Margin based Semi-supervised Spectral Kernel Learning.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

Large Scale Imbalanced Classification with Biased Minimax Probability Machine.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

Two-stage Multi-class AdaBoost for Facial Expression Recognition.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

Kernel Maximum a Posteriori Classification with Error Bound Analysis.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 14th International Conference, 2007

Bibliographic Attributes Extraction with Layer-upon-Layer Tagging.

[BibT_eX]

[DOI]

Wei Wei

J. H. M. Lee

Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Remote augmented reality for multiple players over network.

[BibT_eX]

[DOI]

Daniel Chun-Ming Leung

Pak-Shing Au

Edward Hon-Hei Yau

Proceedings of the International Conference on Advances in Computer Entertainment Technology, 2007

2006

Imbalanced learning with a biased minimax probability machine.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2006

Maximizing sensitivity in medical diagnosis using biased minimax probability Machine.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2006

A probabilistic cooperative-competitive hierarchical model for global optimization.

[BibT_eX]

[DOI]

Y. B. Wong

Appl. Math. Comput., 2006

PageSim: a novel link-based measure of web page aimilarity.

[BibT_eX]

[DOI]

Proceedings of the 15th international conference on World Wide Web, 2006

Bilingual web page and site readability assessment.

[BibT_eX]

[DOI]

Tak Pang Lau

Proceedings of the 15th international conference on World Wide Web, 2006

A user profile-based approach for personal information access: shaping your information portfolio.

[BibT_eX]

[DOI]

Lo Ka Kan

Proceedings of the 15th international conference on World Wide Web, 2006

PageSim: A Novel Link-Based Similarity Measure for the World Wide Web.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2006), 2006

Predictive Random Graph Ranking on the Web.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2006

Local Support Vector Regression for Financial Time Series Prediction.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2006

Biased Minimax Probability Machine Active Learning for Relevance Feedback in Content-Based Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning, 2006

Imbalanced Learning in Relevance Feedback with Biased Minimax Probability Machine for Image Retrieval Tasks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 13th International Conference, 2006

2005

Predictive ranking: a novel page ranking approach by estimating the web structure.

[BibT_eX]

[DOI]

Proceedings of the 14th international conference on World Wide Web, 2005

Information retrieval in P2P networks using genetic algorithm.

[BibT_eX]

[DOI]

Wan Yeung Wong

Tak Pang Lau

Proceedings of the 14th international conference on World Wide Web, 2005

Semantic Video Summarization Using Mutual Reinforcement Principle and Shot Arrangement Patterns.

[BibT_eX]

[DOI]

Shi Lu

Proceedings of the 11th International Conference on Multi Media Modeling (MMM 2005), 2005

Two-Phase LMR-RC Tagging for Chinese Word Segmentation.

[BibT_eX]

[DOI]

Tak Pang Lau

Proceedings of the Fourth SIGHAN Workshop on Chinese Language Processing, 2005

2004

Distributed content-based visual information retrieval system on peer-to-peer networks.

[BibT_eX]

[DOI]

Cheuk Hang Ng

Ka Cheung Sia

ACM Trans. Inf. Syst., 2004

Branching competitive learning Network: A novel self-creating model.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2004

The Minimum Error Minimax Probability Machine.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2004

Video summarization by spatial-temporal graph optimization.

[BibT_eX]

Shi Lu

Proceedings of the 2004 International Symposium on Circuits and Systems, 2004

Biased Minimax Probability Machine for Medical Diagnosis.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2004

Outliers Treatment in Support Vector Regression for Financial Time Series Prediction.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 11th International Conference, 2004

Using Biased Support Vector Machine to Improve Retrieval Result in Image Retrieval with Self-organizing Map.

[BibT_eX]

[DOI]

Chi-Hang Chan

Proceedings of the Neural Information Processing, 11th International Conference, 2004

Learning large margin classifiers locally and globally.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning, 2004

Video summarization by video structure analysis and graph optimization.

[BibT_eX]

[DOI]

Shi Lu

Proceedings of the 2004 IEEE International Conference on Multimedia and Expo, 2004

Learning Classifiers from Imbalanced Data Based on Biased Minimax Probability Machine.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003

Book Reviews.

[BibT_eX]

[DOI]

Raúl Rojas

Werner Dubitzky

IEEE Trans. Neural Networks, 2003

Integrated probability function and its application to content-based image retrieval by relevance feedback.

[BibT_eX]

[DOI]

Zhong Jin

Pattern Recognit., 2003

Face recognition committee machines: dynamic vs. static structures.

[BibT_eX]

[DOI]

Ho-Man Tang

Proceedings of the 12th International Conference on Image Analysis and Processing (ICIAP 2003), 2003

Face recognition committee machine.

[BibT_eX]

[DOI]

Ho-Man Tang

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Finite Mixture Model of Bounded Semi-naive Bayesian Networks Classifier.

[BibT_eX]

[DOI]

Kaizhu Huang

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

A Face Processing System Based on Committee Machine: The Approach and Experimental Results.

[BibT_eX]

[DOI]

Proceedings of the Computer Analysis of Images and Patterns, 10th International Conference, 2003

2002

An efficient decoding technique for Huffman codes.

[BibT_eX]

[DOI]

Rezaul Alam Chowdhury

M. Kaykobad

Inf. Process. Lett., 2002

Support Vector Machine Regression for Volatile Stock Market Prediction.

[BibT_eX]

[DOI]

Laiwan Chan

Proceedings of the Intelligent Data Engineering and Automated Learning, 2002

2001

A PCA approach for fast retrieval of structural patterns in attributed graphs.

[BibT_eX]

[DOI]

Lei Xu

IEEE Trans. Syst. Man Cybern. Part B, 2001

Hierarchical Classification of Documents with Error Control.

[BibT_eX]

[DOI]

Proceedings of the Knowledge Discovery and Data Mining, 2001

2000

A Two-Stage Framework for Polygon Retrieval.

[BibT_eX]

[DOI]

Lun Hsing Tung

Multim. Tools Appl., 2000

Chinese Cursive Script Character Image Retrieval Based on an Integrated Probability Function.

[BibT_eX]

[DOI]

Zhong Jin

David Yuk-Ming Chan

Proceedings of the Advances in Visual Information Systems, 4th International Conference, 2000

Content-Based Image Retrieval by Relevance Feedback.

[BibT_eX]

[DOI]

Zhong Jin

Xuequn Li

Proceedings of the Advances in Visual Information Systems, 4th International Conference, 2000

Regression Analysis for Rival Penalized Competitive Learning Binary Tree.

[BibT_eX]

[DOI]

Xuequn Li

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1999

A Distance Measure for Video Sequences.

[BibT_eX]

[DOI]

Donald A. Adjeroh

Moon-Chuen Lee

Comput. Vis. Image Underst., 1999

Genetic Algorithm for Weights Assignment in Dissimilarity Function for Trademark Retrieval.

[BibT_eX]

[DOI]

David Yuk-Ming Chan

Proceedings of the Visual Information and Information Systems, 1999

Non-hierarchical Clustering with Rival Penalized Competitive Learning for Information Retrieval.

[BibT_eX]

[DOI]

Tak-Kan Lau

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 1999

1998

Two-Stage Polygon Representation for Efficient Shape Retrieval in Image Databases.

[BibT_eX]

[DOI]

Proceedings of the Image Databases and Multi-Media Search, 1998

An efficient iterative pose estimation algorithm.

[BibT_eX]

[DOI]

Image Vis. Comput., 1998

Probabilistic cooperative-competitive hierarchical modeling as a genetic operator in global optimization.

[BibT_eX]

[DOI]

T. J. Wong

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Intra-Block Max-Min Algorithm for Embedding Robust Digital Watermark into Images.

[BibT_eX]

[DOI]

Proceedings of the Multimedia Information Analysis and Retrieval, 1998

Video Sequence Similarity Matching.

[BibT_eX]

[DOI]

Donald A. Adjeroh

Moon-Chuen Lee

Proceedings of the Multimedia Information Analysis and Retrieval, 1998

A Distance Measure for Video Sequence Similarity Matching.

[BibT_eX]

Donald A. Adjeroh

Moon-Chuen Lee

Proceedings of the International Workshop on Multi-Media Database Management Systems, 1998

Intra-block algorithm for digital watermarking.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Noise Removal Based on Classification of Wavelet Coefficients Using Counterpropagation Neural Networks.

[BibT_eX]

Xuequn Li

Proceedings of the Fifth International Conference on Neural Information Processing, 1998

Montage: An Image Database for the Fashion, Textile, and Clothing Industry in Hong Kong.

[BibT_eX]

[DOI]

Tak-Kan Lau

Proceedings of the Computer Vision, 1998

1997

A Two-Stage Framework for Polygon Retrieval Using Minimum Circular Error Bound.

[BibT_eX]

[DOI]

Lun Hsing Tung

Proceedings of the Image Analysis and Processing, 9th International Conference, 1997

1996

Randomized generalized Hough transform for 2-D gray scale object detection.

[BibT_eX]

[DOI]

Pina-Fu Fung

Wing-Sze Lee

Proceedings of the 13th International Conference on Pattern Recognition, 1996

Facial expression synthesis by radial basis function network and image warping.

[BibT_eX]

[DOI]

Mary Y. Y. Leung

Hung Yen Hui

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Performance analysis of a new updating rule for TD(λ) learning in feedforward networks for position evaluation in Go game.

[BibT_eX]

[DOI]

Horace Wai-kit Chan

John C. S. Lui

Proceedings of International Conference on Neural Networks (ICNN'96), 1996

1995

Report on the Computer Strategy-Game Programming Workshop.

[BibT_eX]

[DOI]

J. Int. Comput. Games Assoc., 1995

Least Mean Square Error Reconstruction Learning in Recurrent Network.

[BibT_eX]

[DOI]

Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1988

Three neural models which process temporal information.

[BibT_eX]

[DOI]

DeLiang Wang