Liang He

Orcid: 0000-0002-4723-5486

Affiliations:
  • East China Normal University, Department of Computer Science and Technology, Shanghai Key Laboratory of Multidimensional Information Processing, China


According to our database1, Liang He authored at least 288 papers between 2006 and 2025.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
Mitigating reasoning hallucination through Multi-agent Collaborative Filtering.
Expert Syst. Appl., 2025

2024
PI-Fed: Continual Federated Learning With Parameter-Level Importance Aggregation.
IEEE Internet Things J., November, 2024

Personality-driven experience storage and retrieval for sentiment classification.
J. Supercomput., September, 2024

UniQRNet: Unifying Referring Expression Grounding and Segmentation with QRNet.
ACM Trans. Multim. Comput. Commun. Appl., August, 2024

A survey of explainable knowledge tracing.
Appl. Intell., April, 2024

Robust depth completion based on Semantic Aggregation.
Appl. Intell., March, 2024

Design and Implementation of the Reliable Learning Style Recognition Mechanism Based on Fusion Labels and Ensemble Classification.
IEEE Trans. Learn. Technol., 2024

CausalABSC: Causal Inference for Aspect Debiasing in Aspect-Based Sentiment Classification.
IEEE ACM Trans. Audio Speech Lang. Process., 2024

Debiased Visual Question Answering via the perspective of question types.
Pattern Recognit. Lett., 2024

Exploring Parent's Needs for Children-Centered AI to Support Preschoolers' Interactive Storytelling and Reading Activities.
Proc. ACM Hum. Comput. Interact., 2024

Self-supervised BGP-graph reasoning enhanced complex KBQA via SPARQL generation.
Inf. Process. Manag., 2024

Atlantis: Aesthetic-oriented multiple granularities fusion network for joint multimodal aspect-based sentiment analysis.
Inf. Fusion, 2024

Cross-domain document layout analysis using document style guide.
Expert Syst. Appl., 2024

Simple contrastive learning in a self-supervised manner for robust visual question answering.
Comput. Vis. Image Underst., 2024

CAFNet: Context aligned fusion for depth completion.
Comput. Vis. Image Underst., 2024

Moyun: A Diffusion-Based Model for Style-Specific Chinese Calligraphy Generation.
CoRR, 2024

Multi-Type Preference Learning: Empowering Preference-Based Reinforcement Learning with Equal Preferences.
CoRR, 2024

CMM-Math: A Chinese Multimodal Math Dataset To Evaluate and Enhance the Mathematics Reasoning of Large Multimodal Models.
CoRR, 2024

DriveArena: A Closed-loop Generative Simulation Platform for Autonomous Driving.
CoRR, 2024

P-Tailor: Customizing Personality Traits for Language Models via Mixture of Specialized LoRA Experts.
CoRR, 2024

Recent Advances of Foundation Language Models-based Continual Learning: A Survey.
CoRR, 2024

Continuously Learning, Adapting, and Improving: A Dual-Process Approach to Autonomous Driving.
CoRR, 2024

DOP: Diagnostic-Oriented Prompting for Large Language Models in Mathematical Correction.
CoRR, 2024

Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis.
CoRR, 2024

FairMonitor: A Dual-framework for Detecting Stereotypes and Biases in Large Language Models.
CoRR, 2024

Enhancing Depression-Diagnosis-Oriented Chat with Psychological State Tracking.
CoRR, 2024

Exploring Parent's Needs for Children-Centered AI to Support Preschoolers' Storytelling and Reading Activities.
CoRR, 2024

Who Changed the Destiny of Rural Students, and How?: Unpacking ICT-Mediated Remote Education in Rural China.
CoRR, 2024

A personality-guided preference aggregator for ephemeral group recommendation.
Appl. Soft Comput., 2024

FinHunter: Improved Search-Based Test Generation for Structural Testing of FinTech Systems.
Proceedings of the Companion Proceedings of the 32nd ACM International Conference on the Foundations of Software Engineering, 2024

Boosting Conversational Question Answering with Fine-Grained Retrieval-Augmentation and Self-Check.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Refined and Locality-Enhanced Feature for Handwritten Mathematical Expression Recognition.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Charting the Uncharted: Building and Analyzing a Multifaceted Chart Question Answering Dataset for Complex Logical Reasoning Process.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Modeling Comparative Logical Relation with Contrastive Learning for Text Generation.
Proceedings of the Natural Language Processing and Chinese Computing, 2024

Hypernetwork-Assisted Parameter-Efficient Fine-Tuning with Meta-Knowledge Distillation for Domain Knowledge Disentanglement.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Enhancing Event Causality Identification with Rationale and Structure-Aware Causal Question Answering.
Proceedings of the International Joint Conference on Neural Networks, 2024

VG-Annotator: Vision-Language Models as Query Annotators for Unsupervised Visual Grounding.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Enhancing Out-of-Distribution Generalization in VQA through Gini Impurity-guided Adaptive Margin Loss.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

Artistry in Pixels: FVS - A Framework for Evaluating Visual Elegance and Sentiment Resonance in Generated Images.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2024

DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

Generating Persona-Aware Empathetic Responses with Retrieval-Augmented Prompt Learning.
Proceedings of the IEEE International Conference on Acoustics, 2024

MGCL: Multi-Granularity Clue Learning for Emotion-Cause Pair Extraction via Cross-Grained Knowledge Distillation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

DiaHalu: A Dialogue-level Hallucination Evaluation Benchmark for Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

MindScope: Exploring Cognitive Biases in Large Language Models Through Multi-Agent Systems.
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Learning Intrinsic Dimension via Information Bottleneck for Explainable Aspect-based Sentiment Analysis.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

A Regularization-based Transfer Learning Method for Information Extraction via Instructed Graph Decoder.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Let's Rectify Step by Step: Improving Aspect-based Sentiment Analysis with Diffusion Models.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Boosting Large Language Models with Socratic Method for Conversational Mathematics Teaching.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

BDIQA: A New Dataset for Video Question Answering to Explore Cognitive Reasoning through Theory of Mind.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

MedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Personality-assisted mood modeling with historical reviews for sentiment classification.
Inf. Sci., November, 2023

Cross-modal fine-grained alignment and fusion network for multimodal aspect-based sentiment analysis.
Inf. Process. Manag., November, 2023

SMAR: Summary-Aware Multi-Aspect Recommendation.
Neurocomputing, October, 2023

Multi-modal multi-hop interaction network for dialogue response generation.
Expert Syst. Appl., October, 2023

DRFN: A unified framework for complex document layout analysis.
Inf. Process. Manag., May, 2023

Data Work of Frontline Care Workers: Practices, Problems, and Opportunities in the Context of Data-Driven Long-Term Care.
Proc. ACM Hum. Comput. Interact., April, 2023

HHSKT: A learner-question interactions based heterogeneous graph neural network model for knowledge tracing.
Expert Syst. Appl., April, 2023

Long-tail session-based recommendation from calibration.
Appl. Intell., February, 2023

Care Workers' Wellbeing in Data-Driven Healthcare Workplace: Identity, Agency, and Social Justice.
Proc. ACM Hum. Comput. Interact., 2023

Metacognition-Enhanced Few-Shot Prompting With Positive Reinforcement.
CoRR, 2023

Mathematical Language Models: A Survey.
CoRR, 2023

Towards Knowledge-driven Autonomous Driving.
CoRR, 2023

UMAAF: Unveiling Aesthetics via Multifarious Attributes of Images.
CoRR, 2023

DCQA: Document-Level Chart Question Answering towards Complex Reasoning and Common-Sense Understanding.
CoRR, 2023

Progressive Evidence Refinement for Open-domain Multimodal Retrieval Question Answering.
CoRR, 2023

UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model.
CoRR, 2023

3D Multiple Object Tracking on Autonomous Driving: A Literature Review.
CoRR, 2023

CGMI: Configurable General Multi-Agent Interaction Framework.
CoRR, 2023

FairBench: A Four-Stage Automatic Framework for Detecting Stereotypes and Biases in Large Language Models.
CoRR, 2023

EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education.
CoRR, 2023

Is ChatGPT a Good Personality Recognizer? A Preliminary Study.
CoRR, 2023

Evaluating the Performance of Large Language Models on GAOKAO Benchmark.
CoRR, 2023

PEGA: Personality-Guided Preference Aggregator for Ephemeral Group Recommendation.
CoRR, 2023

A Review on Machine Theory of Mind.
CoRR, 2023

McGE '23: 1st International Workshop on Multimedia Content Generation and Evaluation: New Methods and Practice.
Proceedings of the 31st ACM International Conference on Multimedia, 2023

Image Alone Are Not Enough: A General Semantic-Augmented Transformer-Based Framework for Image Captioning.
Proceedings of the International Joint Conference on Neural Networks, 2023

Black-box Prompt Tuning for Vision-Language Model as a Service.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Modeling Intra- and Inter-Modal Alignment with Optimal Transport for Visual Dialog.
Proceedings of the 35th IEEE International Conference on Tools with Artificial Intelligence, 2023

Informative Prompt Learning for Low-Shot Commonsense Question Answering via Fine-Grained Redundancy Reduction.
Proceedings of the Neural Information Processing - 30th International Conference, 2023

Dual-Expert Distillation Network for Few-Shot Segmentation.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

SQT: Debiased Visual Question Answering via Shuffling Question Types.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023

HypeR: Multitask Hyper-Prompted Training Enables Large-Scale Retrieval Generalization.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Optimizing Graph Partition by Optimal Vertex-Cut: A Holistic Approach.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

DetZero: Rethinking Offboard 3D Object Detection with Long-term Sequential Point Clouds.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Uncertainty-Aware Few-Shot Class-Incremental Learning.
Proceedings of the IEEE International Conference on Acoustics, 2023

Pseudo-Query Generation For Semi-Supervised Visual Grounding With Knowledge Distillation.
Proceedings of the IEEE International Conference on Acoustics, 2023

Tell Model Where to Attend: Improving Interpretability of Aspect-Based Sentiment Classification via Small Explanation Annotations.
Proceedings of the IEEE International Conference on Acoustics, 2023

PCDialogEval: Persona and Context Aware Emotional Dialogue Evaluation.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2023, 2023

UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

LoGoNet: Towards Accurate 3D Object Detection with Local-to-Global Cross- Modal Fusion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

A Dynamic Composite Ensemble Learning Framework for Multi-Stage Dementia Prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Disentangled CVAEs with Contrastive Learning for Explainable Recommendation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

A Disentangled-Attention Based Framework with Persona-Aware Prompt Learning for Dialogue Generation.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
PG-RNN: using position-gated recurrent neural networks for aspect-based sentiment classification.
J. Supercomput., 2022

Investigating Crowdworkers' Identify, Perception and Practices in Micro-Task Crowdsourcing.
Proc. ACM Hum. Comput. Interact., 2022

Inferring substitutable and complementary products with Knowledge-Aware Path Reasoning based on dynamic policy network.
Knowl. Based Syst., 2022

DualGCN: An Aspect-Aware Dual Graph Convolutional Network for review-based recommender.
Knowl. Based Syst., 2022

SENGR: Sentiment-Enhanced Neural Graph Recommender.
Inf. Sci., 2022

Edge-aware deep image deblurring.
Neurocomputing, 2022

A survey of human-in-the-loop for machine learning.
Future Gener. Comput. Syst., 2022

C3SASR: Cheap Causal Convolutions for Self-Attentive Sequential Recommendation.
CoRR, 2022

Enhancing Event-Level Sentiment Analysis with Structured Arguments.
CoRR, 2022

DACSR: Dual-Aggregation End-to-End Calibrated Sequential Recommendation.
CoRR, 2022

Cross-Domain Document Layout Analysis via Unsupervised Document Style Guide.
CoRR, 2022

Enhancing Event-Level Sentiment Analysis with Structured Arguments.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

ECNU_ICA at SemEval-2022 Task 10: A Simple and Unified Model for Monolingual and Crosslingual Structured Sentiment Analysis.
Proceedings of the 16th International Workshop on Semantic Evaluation, SemEval@NAACL 2022, 2022

Unexp-DIN: Unexpected Deep Interest Network for Recommendation.
Proceedings of the International Joint Conference on Neural Networks, 2022

Learner Profile based Knowledge Tracing.
Proceedings of the International Joint Conference on Neural Networks, 2022

A Knowledge-Enhanced Adversarial Model for Cross-lingual Structured Sentiment Analysis.
Proceedings of the International Joint Conference on Neural Networks, 2022

Graph Convolution over the Semantic-syntactic Hybrid Graph Enhanced by Affective Knowledge for Aspect-level Sentiment Classification.
Proceedings of the International Joint Conference on Neural Networks, 2022

Abstractive Dialogue Summarization Based on Dynamic Pattern Exploiting Training.
Proceedings of the International Joint Conference on Neural Networks, 2022

CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Depth Completion via A Dual-Fusion Method.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Adaptive Multi-Feature Extraction Graph Convolutional Networks for Multimodal Target Sentiment Analysis.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

PGTNet: Prototype Guided Transfer Network for Few-Shot Anomaly Localization.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Document Layout Analysis Via Positional Encoding.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

3D Clues Guided Convolution for Depth Completion.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Multi-Channel Attentive Graph Convolutional Network with Sentiment Fusion for Multimodal Sentiment Analysis.
Proceedings of the IEEE International Conference on Acoustics, 2022

Enhancing Class Understanding Via Prompt-Tuning For Zero-Shot Text Classification.
Proceedings of the IEEE International Conference on Acoustics, 2022

BPGG: Bidirectional Prototype Generation and Guidance Network for Few-Shot Anomaly Localization.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Homogeneous Multi-modal Feature Fusion and Interaction for 3D Object Detection.
Proceedings of the Computer Vision - ECCV 2022, 2022

PMAR: Multi-aspect Recommendation Based on Psychological Gap.
Proceedings of the Database Systems for Advanced Applications, 2022

Knowledge-Enhanced Multi-task Learning for Course Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2022

Shifting More Attention to Visual Backbone: Query-modulated Refinement Networks for End-to-End Visual Grounding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

A Multi-Format Transfer Learning Model for Event Argument Extraction via Variational Information Bottleneck.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

Automatic Personality Prediction Based on Users' Chinese Handwriting Change.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2022

Prompt Enhanced Generative MRC Framework for Pancreatic Cancer NER.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Multi-Scale Distribution Deep Variational Autoencoder for Explanation Generation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021
Entity-level sentiment prediction in Danmaku video interaction.
J. Supercomput., 2021

Document image layout analysis via explicit edge embedding network.
Inf. Sci., 2021

MASAD: A large-scale dataset for multimodal aspect-based sentiment analysis.
Neurocomputing, 2021

Aligned variational autoencoder for matching danmaku and video storylines.
Neurocomputing, 2021

Long-Tail Session-based Recommendation from Calibration.
CoRR, 2021

Human-In-The-Loop Document Layout Analysis.
CoRR, 2021

ECNU_ICA_1 SemEval-2021 Task 4: Leveraging Knowledge-enhanced Graph Attention Networks for Reading Comprehension of Abstract Meaning.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

ECNUICA at SemEval-2021 Task 11: Rule based Information Extraction Pipeline.
Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

A Coarse-to-fine Approach for Fast Super-Resolution with Flexible Magnification.
Proceedings of the MMAsia '21: ACM Multimedia Asia, Gold Coast, Australia, December 1, 2021

One-Stage Visual Grounding via Semantic-Aware Feature Filter.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Ego-Deliver: A Large-Scale Dataset For Egocentric Video Analysis.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

FinFuzzer: One Step Further in Fuzzing Fintech Systems.
Proceedings of the 36th IEEE/ACM International Conference on Automated Software Engineering, 2021

Employer-Employee Network for Conversational Recommendation.
Proceedings of the International Joint Conference on Neural Networks, 2021

Multi -Turn Response Selection with Temporal Gated Graph Convolutional Networks.
Proceedings of the International Joint Conference on Neural Networks, 2021

SSR: Explainable Session-based Recommendation.
Proceedings of the International Joint Conference on Neural Networks, 2021

Document Layout Analysis via Dynamic Residual Feature Fusion.
Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Cross-Modal Knowledge Distillation For Fine-Grained One-Shot Classification.
Proceedings of the IEEE International Conference on Acoustics, 2021

KERS: A Knowledge-Enhanced Framework for Recommendation Dialog Systems with Multiple Subgoals.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

An Argument Extraction Decoder in Open Information Extraction.
Proceedings of the Advances in Information Retrieval, 2021

Is "hot pizza" Positive or Negative? Mining Target-aware Sentiment Lexicons.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Design Considerations for Information Collaboration in Long-term Senior Care System.
Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

Working with Few Samples: Methods that Help Analyze Social Attitude and Personal Emotion.
Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

Attending via both Fine-tuning and Compressing.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Looking Wider for Better Adaptive Representation in Few-Shot Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
SK-GCN: Modeling Syntax and Knowledge via Graph Convolutional Network for aspect-level sentiment classification.
Knowl. Based Syst., 2020

Two-stage sentiment classification based on user-product interactive information.
Knowl. Based Syst., 2020

Position-aware hierarchical transfer model for aspect-level sentiment classification.
Inf. Sci., 2020

Counting crowds with varying densities via adaptive scenario discovery framework.
Neurocomputing, 2020

Fast video crowd counting with a Temporal Aware Network.
Neurocomputing, 2020

Feature channel enhancement for crowd counting.
IET Image Process., 2020

Answering range-based reverse kNN and why-not reverse kNN queries.
Frontiers Comput. Sci., 2020

Is position important? deep multi-task learning for aspect-based sentiment analysis.
Appl. Intell., 2020

Retrieval-Polished Response Generation for Chatbot.
IEEE Access, 2020

DAFA: Dialog System Domain Adaptation With a Filter and an Amplifier.
IEEE Access, 2020

ECNU-SenseMaker at SemEval-2020 Task 4: Leveraging Heterogeneous Knowledge Resources for Commonsense Validation and Explanation.
Proceedings of the Fourteenth Workshop on Semantic Evaluation, 2020

Generating Emotional Social Chatbot Responses with a Consistent Speaking Style.
Proceedings of the Natural Language Processing and Chinese Computing, 2020

TERG: Topic-Aware Emotional Response Generation for Chatbot.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Margin Guidance Network for Arbitrary-shaped Scene Text Detection.
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

TSCREC: Time-sync Comment Recommendation in Danmu-Enabled Videos.
Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Knowledge-Based Fine-Grained Classification For Few-Shot Learning.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Dual Focus Attention Network For Video Emotion Recognition.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

Optimizing Knowledge Graphs through Voting-based User Feedback.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

A Real-Time Deep Network for Crowd Counting.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Scene Text Recognition with Temporal Convolutional Encoder.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Modeling Multi-aspect Relationship with Joint Learning for Aspect-Level Sentiment Classification.
Proceedings of the Database Systems for Advanced Applications, 2020

SentiX: A Sentiment-Aware Pre-Trained Model for Cross-Domain Sentiment Analysis.
Proceedings of the 28th International Conference on Computational Linguistics, 2020

SAS: Dialogue State Tracking via Slot Attention and Slot Information Sharing.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
Cleaning uncertain graphs via noisy crowdsourcing.
World Wide Web, 2019

Term-Based Personalization for Feature Selection in Clinical Handover Form Auto-Filling.
IEEE ACM Trans. Comput. Biol. Bioinform., 2019

P-CNN: Enhancing text matching with positional convolutional neural network.
Knowl. Based Syst., 2019

Let terms choose their own kernels: An intelligent approach to kernel selection for healthcare search.
Inf. Sci., 2019

Answering why-not questions on KNN queries.
Frontiers Comput. Sci., 2019

Edge-Aware Deep Image Deblurring.
CoRR, 2019

Video Crowd Counting via Dynamic Temporal Modeling.
CoRR, 2019

Deep Learning for Aspect-Level Sentiment Classification: Survey, Vision, and Challenges.
IEEE Access, 2019

Stories That Big Danmaku Data Can Tell as a New Media.
IEEE Access, 2019

ECNU-ICA team at TREC 2019 Precision Medicine Track.
Proceedings of the Twenty-Eighth Text REtrieval Conference, 2019

LINBER: A Retrieval-based Conversational Assistant using Entity Linking and BERT.
Proceedings of the Twenty-Eighth Text REtrieval Conference, 2019

FinExpert: domain-specific test generation for FinTech systems.
Proceedings of the ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019

Enhancing the Healthcare Retrieval with a Self-adaptive Saturated Density Function.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Knowledge Adaptive Neural Network for Natural Language Inference.
Proceedings of the International Joint Conference on Neural Networks, 2019

Aspect-level Sentiment Classification with Reinforcement Learning.
Proceedings of the International Joint Conference on Neural Networks, 2019

A Crowdsourcing Based Human-in-the-Loop Framework for Denoising UUs in Relation Extraction Tasks.
Proceedings of the International Joint Conference on Neural Networks, 2019

Self-Attention based Network For Medical Query Expansion.
Proceedings of the International Joint Conference on Neural Networks, 2019

Math Expression Image Retrieval via Attention-Based Framework.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

Cascaded Detail-Preserving Networks for Super-Resolution of Document Images.
Proceedings of the 2019 International Conference on Document Analysis and Recognition, 2019

Adaptive Scenario Discovery for Crowd Counting.
Proceedings of the IEEE International Conference on Acoustics, 2019

Aggregating Rich Deep Semantic Features for Fine-Grained Place Classification.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Image Processing, 2019

Dependent Multilevel Interaction Network for Natural Language Inference.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

Using Dilated Residual Network to Model Distantly Supervised Relation Extraction.
Proceedings of the Database Systems for Advanced Applications, 2019

Using Fractional Latent Topic to Enhance Recurrent Neural Network in Text Similarity Modeling.
Proceedings of the Database Systems for Advanced Applications, 2019

iCare Designer: A Rule-Driven Layout Co-Designing System for Elderly Caring.
Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019

Human-Engaged Health Care Services Recommendation for Aging and Long-term Care.
Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019

A Social Network Engaged Crowdsourcing Framework for Expert Tasks.
Proceedings of the 23rd IEEE International Conference on Computer Supported Cooperative Work in Design, 2019

Sentiment Commonsense Induced Sequential Neural Networks for Sentiment Classification.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
TAKer: Fine-Grained Time-Aware Microblog Search with Kernel Density Estimation.
IEEE Trans. Knowl. Data Eng., 2018

Modeling Queries with Contextual Snippets for Information Retrieval.
ACM Trans. Intell. Syst. Technol., 2018

Movie summarization using bullet screen comments.
Multim. Tools Appl., 2018

FACTS: automated black-box testing of FinTech systems.
Proceedings of the 2018 ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2018

CAN: Enhancing Sentence Similarity Modeling with Collaborative and Adversarial Network.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

EmojiIt at SemEval-2018 Task 2: An Effective Attention-Based Recurrent Neural Network Model for Emoji Prediction with Characters Gated Words.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018

Sentiment Classification Using Neural Networks with Sentiment Centroids.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Precise Temporal Action Localization by Evolving Temporal Proposals.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Mining Temporal Discriminant Frames via Joint Matrix Factorization: A Case Study of Illegal Immigration in the U.S. News Media.
Proceedings of the Knowledge Science, Engineering and Management, 2018

Classify Sentence from Multiple Perspectives with Category Expert Attention Network.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Enhancing the Recurrent Neural Networks with Positional Gates for Sentence Representation.
Proceedings of the Neural Information Processing - 25th International Conference, 2018

An Effective Method for Identifying Unknown Unknowns with Noisy Oracle.
Proceedings of the Case-Based Reasoning Research and Development, 2018

Enabling Uneven Task Difficulty in Micro-Task Crowdsourcing.
Proceedings of the 2018 ACM Conference on Supporting Groupwork, 2018

Topic Detection with Danmaku: A Time-Sync Joint NMF Approach.
Proceedings of the Database and Expert Systems Applications, 2018

A Data Driven Collaborative Caring Framework for Aging in Place in China.
Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018

Enabling the Disagreement among Crowds: A Collaborative Crowdsourcing Framework.
Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018

USee: An Online-Offline Hybird Danmaku Social System.
Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018

An Interaction Embedded Framework for Healthcare Search.
Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018

ECNU at MC2 2018 Task 2: Mining Opinion Argumentation.
Proceedings of the Working Notes of CLEF 2018, 2018

ECNU at 2018 eHealth Task 2: Technologically Assisted Reviews in Empirical Medicine.
Proceedings of the Working Notes of CLEF 2018, 2018

ECNU at CLEF PIR 2018 : Evaluation of Personalized Information Retrieval.
Proceedings of the Working Notes of CLEF 2018, 2018

Multi-model Hybrid Traffic Flow Forecast Algorithm Based on Multivariate Data.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2018

Answering Range-Based Reverse kNN Queries.
Proceedings of the Web and Big Data - Second International Joint Conference, 2018

SNNN: Promoting Word Sentiment and Negation in Neural Sentiment Classification.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

CA-RNN: Using Context-Aligned Recurrent Neural Networks for Modeling Sentence Similarity.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Personality and Recommendation Diversity.
Proceedings of the Emotions and Personality in Personalized Services, 2017

Enhancing Recurrent Neural Networks with Positional Attention for Question Answering.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

TaiChi: A Fine-Grained Action Recognition Dataset.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Representation Learning with Entity Topics for Knowledge Graphs.
Proceedings of the Knowledge Science, Engineering and Management, 2017

Modeling User-Item Profiles with Neural Networks for Rating Prediction.
Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017

Knowledge Memory Based LSTM Model for Answer Selection.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Reducing Unknown Unknowns with Guidance in Image Caption.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2017, 2017

WeCrowd: A WeChat based mobile crowdsourcing platform.
Proceedings of the 21st IEEE International Conference on Computer Supported Cooperative Work in Design, 2017

ECNU at 2017 eHealth Task 2: Technologically Assisted Reviews in Empirical Medicine.
Proceedings of the Working Notes of CLEF 2017, 2017

Enabling Social Network: An Exploration of Crowdsourcing System.
Proceedings of the 12th Chinese Conference on Computer Supported Cooperative Work and Social Computing, 2017

Potentiality of healthcare big data: Improving search by automatic query reformulation.
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
User identification for enhancing IP-TV recommendation.
Knowl. Based Syst., 2016

ECNU at TREC 2016: Web-based query expansion and experts diagnosis in Medical Information Retrieval.
Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016

ECNU at 2016 LiveQA Track: A Parameter Sharing Long Short Term Memory Model for Learning Question Similarity.
Proceedings of The Twenty-Fifth Text REtrieval Conference, 2016

SG++: Word Representation with Sentiment and Negation for Twitter Sentiment Classification.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Estimating Probability Density of Content Types for Promoting Medical Records Search.
Proceedings of the Advances in Information Retrieval, 2016

ECNU at 2016 eHealth Task 3: Patient-centred Information Retrieval.
Proceedings of the Working Notes of CLEF 2016, 2016

ECNU at 2016 eHealth Task 1: Handover Information Extraction.
Proceedings of the Working Notes of CLEF 2016, 2016

2015
Adaptive Temporal Model for IPTV Recommendation.
Proceedings of the Web-Age Information Management - 16th International Conference, 2015

ECNU at TREC 2015: LiveQA Track.
Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015

ECNU at 2015 CDS Track: Two Re-ranking Methods in Medical Information Retrieval.
Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015

ECNU at TREC 2015: Microblog Track.
Proceedings of The Twenty-Fourth Text REtrieval Conference, 2015

Learning Topic-Oriented Word Embedding for Query Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

An Empirical Study of Personal Factors and Social Effects on Rating Prediction.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2015

ECNU at 2015 eHealth Task 2: User-centred Health Information Retrieval.
Proceedings of the Working Notes of CLEF 2015, 2015

2014
Locating Query-oriented Experts in Microblog Search.
Proceedings of Workshop on Semantic Matching in Information Retrieval co-located with the 37th international ACM SIGIR conference on research and development in information retrieval, 2014

Improved categorical distribution difference feature selection for Chinese document categorization.
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication, 2014

Clairvoyant: An Early Prediction System For Video Hits.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

A semi-informative aware approach using topic model for medical search.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014

User Identification within a Shared Account: Improving IP-TV Recommender Performance.
Proceedings of the Advances in Databases and Information Systems, 2014

2013
Categorical term frequency probability based feature selection for document categorization.
Proceedings of the 2013 International Conference on Soft Computing and Pattern Recognition, 2013

Parallel Social Influence Model with Levy Flight Pattern Introduced for Large-Graph Mining on Weibo.com.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2013

Using personality to adjust diversity in recommender systems.
Proceedings of the 24th ACM Conference on Hypertext and Social Media (part of ECRC), 2013

Dimension reduction based on categorical fuzzy correlation degree for document categorization.
Proceedings of the 2013 IEEE International Conference on Granular Computing, 2013

How personality influences users' needs for recommendation diversity?
Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2012
An Expandable Recommendation System on IPTV.
Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012

Chinese Organization Name Recognition Based on Multiple Features.
Proceedings of the Intelligence and Security Informatics - Pacific Asia Workshop, 2012

REV: extracting entity relations from world wide web.
Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication, 2012

Chinese HowNet-Based Multi-factor Word Similarity Algorithm Integrated of Result Modification.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Evaluating recommender systems.
Proceedings of the Seventh International Conference on Digital Information Management, 2012

Keyword Extraction from Short Documents Using Three Levels of Word Evaluation.
Proceedings of the Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2012

An Improved Collaborative Filtering Based on Item Similarity Modified and Common Ratings.
Proceedings of the 2012 International Conference on Cyberworlds, 2012

2011
A Novel Multi-Aspect Consitency Measurement for Ontologies.
J. Web Eng., 2011

2009
Effective Collaborative Filtering Approaches Based on Missing Data Imputation.
Proceedings of the International Conference on Networked Computing and Advanced Information Management, 2009

A Time-context-Based Collaborative Filtering Algorithm.
Proceedings of the 2009 IEEE International Conference on Granular Computing, 2009

LaMOC - A Location Aware Mobile Cooperative System.
Proceedings of the Signal Processing, Image Processing and Pattern Recognition, 2009

2008
A New Effective Collaborative Filtering Algorithm Based on User's Interest Partition.
Proceedings of the 2008 International Symposium on Computer Science and Computational Technology, 2008

Trust Evaluation Model for Composite Service Based on Subjective Logic.
Proceedings of the 4th International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2008), 2008

DESP-COM Model Based on Context-aware in Pervasive Computing.
Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2008

A dynamic trust evaluation algorithm based on subjective logic in pervasive computing environment.
Proceedings of the 10th International Conference on Control, 2008

A collaborative filtering algorithm based on Users' Partial Similarity.
Proceedings of the 10th International Conference on Control, 2008

An Effective Similarity Measure for Collaborative Filtering.
Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

A New Approach to Blog Post Summarization Using Fast Features.
Proceedings of the Fifth International Conference on Fuzzy Systems and Knowledge Discovery, 2008

A Hybrid Recommender Approach Based on Widrow-Hoff Learning.
Proceedings of the Second International Conference on Future Generation Communication and Networking, 2008

2006
M-Show: A System for Accurate Position Estimation in Multi-Floor Buildings.
Proceedings of the WINSYS 2006, 2006


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