Wei Zhang

IEEE Trans. Circuits Syst. Video Technol., April, 2026

ASPIRE: Make Spectral Graph Collaborative Filtering Great Again via Adaptive Filter Learning.

[BibT_eX]

[DOI]

CoRR, April, 2026

QuitoBench: A High-Quality Open Time Series Forecasting Benchmark.

[BibT_eX]

[DOI]

CoRR, March, 2026

2025

Beyond Semantic Understanding: Preserving Collaborative Frequency Components in LLM-based Recommendation.

[BibT_eX]

[DOI]

CoRR, August, 2025

Pattern-Wise Transparent Sequential Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., June, 2025

Rebalancing Discriminative Responses for Knowledge Tracing.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., May, 2025

Pushing the Limits of Low-Bit Optimizers: A Focus on EMA Dynamics.

[BibT_eX]

[DOI]

CoRR, May, 2025

Preference-Consistent Knowledge Distillation for Recommender System.

[BibT_eX]

[DOI]

Zhangchi Zhu

IEEE Trans. Knowl. Data Eng., April, 2025

Coherency Improved Explainable Recommendation via Large Language Model.

[BibT_eX]

[DOI]

CoRR, April, 2025

Understanding Adversarial Robustness From Feature Maps of Convolutional Layers.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., March, 2025

Every Sample Matters: Leveraging Mixture-of-Experts and High-Quality Data for Efficient and Accurate Code LLM.

[BibT_eX]

[DOI]

CoRR, March, 2025

Explainable Session-Based Recommendation via Path Reasoning.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., January, 2025

Consistent Assistant Domains Transformer for Source-Free Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2025

Exploring Feature-based Knowledge Distillation for Recommender System: A Frequency Perspective.

[BibT_eX]

[DOI]

Zhangchi Zhu

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

A Dual-Fusion Cognitive Diagnosis Framework for Open Student Learning Environments.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Collaborative Filtering Meets Spectrum Shift: Connecting User-Item Interaction with Graph-Structured Side Information.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Incomplete Multi-View Drug Recommendation via Multi-Level Representation Learning and Curriculum Learning.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting.

[BibT_eX]

[DOI]

Proceedings of the 31st International Conference on Computational Linguistics, 2025

LIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context Scenarios.

[BibT_eX]

[DOI]

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

STAIR: Manipulating Collaborative and Multimodal Information for E-Commerce Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

Coherency Improved Explainable Recommendation via Large Language Model.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Modeling Dynamic Item Tendency Bias in Sequential Recommendation With Causal Intervention.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., December, 2024

StableGCN: Decoupling and Reconciling Information Propagation for Collaborative Filtering.

[BibT_eX]

[DOI]

Cong Xu

IEEE Trans. Knowl. Data Eng., June, 2024

Knowledge-Aware Collaborative Filtering With Pre-Trained Language Model for Personalized Review-Based Rating Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., March, 2024

Improving the performance and explainability of knowledge tracing via Markov blanket.

[BibT_eX]

[DOI]

Inf. Process. Manag., March, 2024

Learning Interpretable Rules for Scalable Data Representation and Classification.

[BibT_eX]

[DOI]

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

Contrastive Personalized Exercise Recommendation With Reinforcement Learning.

[BibT_eX]

[DOI]

Siyu Wu

IEEE Trans. Learn. Technol., 2024

CNNSum: Exploring Long-Context Summarization with Large Language Models in Chinese Novels.

[BibT_eX]

[DOI]

CoRR, 2024

CAdam: Confidence-Based Optimization for Online Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Are LLM-based Recommenders Already the Best? Simple Scaled Cross-entropy Unleashes the Potential of Traditional Sequential Recommenders.

[BibT_eX]

[DOI]

CoRR, 2024

Estimating Difficulty Levels of Programming Problems with Pre-trained Model.

[BibT_eX]

[DOI]

Zhiyuan Wang

CoRR, 2024

Understanding the Role of Cross-Entropy Loss in Fairly Evaluating Large Language Model-based Recommendation.

[BibT_eX]

[DOI]

CoRR, 2024

A Comprehensive Exploration of Personalized Learning in Smart Education: From Student Modeling to Personalized Recommendations.

[BibT_eX]

[DOI]

CoRR, 2024

Contrastive Learning with Negative Sampling Correction.

[BibT_eX]

[DOI]

CoRR, 2024

Dynamic Token-Pass Transformers for Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

Capturing Homogeneous Influence among Students: Hypergraph Cognitive Diagnosis for Intelligent Education Systems.

[BibT_eX]

[DOI]

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

Leveraging Pedagogical Theories to Understand Student Learning Process with Graph-based Reasonable Knowledge Tracing.

[BibT_eX]

[DOI]

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

Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning.

[BibT_eX]

[DOI]

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

DMT: Comprehensive Distillation with Multiple Self-Supervised Teachers.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2024

DRFormer: Multi-Scale Transformer Utilizing Diverse Receptive Fields for Long Time-Series Forecasting.

[BibT_eX]

[DOI]

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

D2LLM: Decomposed and Distilled Large Language Models for Semantic Search.

[BibT_eX]

[DOI]

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

Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation.

[BibT_eX]

[DOI]

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

Symbolic Cognitive Diagnosis via Hybrid Optimization for Intelligent Education Systems.

[BibT_eX]

[DOI]

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

2023

Conditional pseudo-supervised contrast for data-Free knowledge distillation.

[BibT_eX]

[DOI]

Renrong Shao

Pattern Recognit., November, 2023

Fine-Grained Interaction Modeling with Multi-Relational Transformer for Knowledge Tracing.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., October, 2023

Social Link Inference via Multiview Matching Network From Spatiotemporal Trajectories.

[BibT_eX]

[DOI]

Xin Lai

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

Learning Social Relations and Spatiotemporal Trajectories for Next Check-in Inference.

[BibT_eX]

[DOI]

Wenwei Liang

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

Incorporating Link Prediction into Multi-Relational Item Graph Modeling for Session-Based Recommendation.

[BibT_eX]

[DOI]

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

Dynamic Token-Pass Transformers for Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2023

Can LLMs like GPT-4 outperform traditional AI tools in dementia diagnosis? Maybe, but not today.

[BibT_eX]

[DOI]

CoRR, 2023

Quantize Sequential Recommenders Without Private Data.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2023, 2023

Robust Positive-Unlabeled Learning via Noise Negative Sample Self-correction.

[BibT_eX]

[DOI]

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

Learning to Binarize Continuous Features for Neuro-Rule Networks.

[BibT_eX]

[DOI]

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

Data-free Knowledge Distillation for Fine-grained Visual Categorization.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Beyond Semantics: Learning a Behavior Augmented Relevance Model with Self-supervised Learning.

[BibT_eX]

[DOI]

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

Self-Decoupling and Ensemble Distillation for Efficient Segmentation.

[BibT_eX]

[DOI]

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

2022

Learning from Substitutable and Complementary Relations for Graph-based Sequential Product Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2022

Hierarchical Multiagent Reinforcement Learning for Allocating Guaranteed Display Ads.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Attentive Representation Learning With Adversarial Training for Short Text Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

A KG-Enhanced Multi-Graph Neural Network for Attentive Herb Recommendation.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Neuro-Symbolic Interpretable Collaborative Filtering for Attribute-based Recommendation.

[BibT_eX]

[DOI]

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

Multi-view Pre-trained Model for Code Vulnerability Identification.

[BibT_eX]

[DOI]

Proceedings of the Wireless Algorithms, Systems, and Applications, 2022

Is it fair? Resource allocation for differentiated services on demands.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2022

Effective Few-Shot Named Entity Linking by Meta-Learning.

[BibT_eX]

[DOI]

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

Multi-Knowledge Aggregation and Transfer for Semantic Segmentation.

[BibT_eX]

[DOI]

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

2021

Data-Free Knowledge Transfer: A Survey.

[BibT_eX]

[DOI]

CoRR, 2021

IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning.

[BibT_eX]

[DOI]

CoRR, 2021

Social Link Inference via Multi-View Matching Network from Spatio-Temporal Trajectories.

[BibT_eX]

[DOI]

Xin Lai

CoRR, 2021

Scalable Rule-Based Representation Learning for Interpretable Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Susceptible Temporal Patterns Discovery for Electronic Health Records via Adversarial Attack.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2021

Zero-Shot Adversarial Quantization.

[BibT_eX]

[DOI]

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

Source-Free Domain Adaptation for Semantic Segmentation.

[BibT_eX]

[DOI]

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

Learning Dual Dynamic Representations on Time-Sliced User-Item Interaction Graphs for Sequential Recommendation.

[BibT_eX]

[DOI]

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

Graph-Based Tri-Attention Network for Answer Ranking in CQA.

[BibT_eX]

[DOI]

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

2020

Adaptive multi-teacher multi-level knowledge distillation.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Editorial of Special Issue of ICDM 2019.

[BibT_eX]

[DOI]

Data Sci. Eng., 2020

Learning from a Lightweight Teacher for Efficient Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2020

Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction.

[BibT_eX]

[DOI]

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

Group-Aware Long- and Short-Term Graph Representation Learning for Sequential Group Recommendation.

[BibT_eX]

[DOI]

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

HyFea: Winning Solution to Social Media Popularity Prediction for Multimedia Grand Challenge 2020.

[BibT_eX]

[DOI]

Xin Lai

Yihong Zhang

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

Syndrome-aware Herb Recommendation with Multi-Graph Convolution Network.

[BibT_eX]

[DOI]

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Improved Representations for Personalized Document-Level Sentiment Classification.

[BibT_eX]

[DOI]

Yihong Zhang

Proceedings of the Database Systems for Advanced Applications, 2020

Sequential Multi-fusion Network for Multi-channel Video CTR Prediction.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Coupled Graph Convolutional Neural Networks for Text-Oriented Clinical Diagnosis Inference.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

Learning Long- and Short-Term User Literal-Preference with Multimodal Hierarchical Transformer Network for Personalized Image Caption.

[BibT_eX]

[DOI]

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

Improving Domain-Adapted Sentiment Classification by Deep Adversarial Mutual Learning.

[BibT_eX]

[DOI]

Qianming Xue

Hongyuan Zha

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

Transparent Classification with Multilayer Logical Perceptrons and Random Binarization.

[BibT_eX]

[DOI]

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

2019

基于维基百科类别图的推特用户兴趣挖掘 (Mining User Interests on Twitter Using Wikipedia Category Graph).

[BibT_eX]

[DOI]

计算机科学, 2019

A Novel Hybrid Sequential Model for Review-Based Rating Prediction.

[BibT_eX]

[DOI]

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

Content-Based Video Relevance Prediction with Multi-view Multi-level Deep Interest Network.

[BibT_eX]

[DOI]

Zeyuan Chen

Kai Xu

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Learning Robust Representations with Graph Denoising Policy Network.

[BibT_eX]

[DOI]

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

Knowledge-Aware Deep Dual Networks for Text-Based Mortality Prediction.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Continuous Patient-Centric Sequence Generation via Sequentially Coupled Adversarial Learning.

[BibT_eX]

[DOI]

Lu Wang

Xiaofeng He

Proceedings of the Database Systems for Advanced Applications, 2019

Deep Sequential Multi-task Modeling for Next Check-in Time and Location Prediction.

[BibT_eX]

[DOI]

Wenwei Liang

Xiaoling Wang

Proceedings of the Database Systems for Advanced Applications, 2019

Forecasting Pavement Performance with a Feature Fusion LSTM-BPNN Model.

[BibT_eX]

[DOI]

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

2018

User-guided Hierarchical Attention Network for Multi-modal Social Image Popularity Prediction.

[BibT_eX]

[DOI]

Proceedings of the 2018 World Wide Web Conference on World Wide Web, 2018

The Poisson multi-media knowledge construction System for TAC KBP 2018.

[BibT_eX]

[DOI]

Proceedings of the 2018 Text Analysis Conference, 2018

Learning to Detect Pathogenic Microorganism of Community-acquired Pneumonia.

[BibT_eX]

[DOI]

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

Model-based Clustering of Short Text Streams.

[BibT_eX]

[DOI]

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

Supervised Reinforcement Learning with Recurrent Neural Network for Dynamic Treatment Recommendation.

[BibT_eX]

[DOI]

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

R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering.

[BibT_eX]

[DOI]

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

Learning Sequential Correlation for User Generated Textual Content Popularity Prediction.

[BibT_eX]

[DOI]

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

Factorization Meets Memory Network: Learning to Predict Activity Popularity.

[BibT_eX]

[DOI]

Wen Wang

Proceedings of the Database Systems for Advanced Applications, 2018

Personalized Prescription for Comorbidity.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Hybrid Deep Sequential Modeling for Social Text-Driven Stock Prediction.

[BibT_eX]

[DOI]

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

Co-Attending Free-Form Regions and Detections With Multi-Modal Multiplicative Feature Embedding for Visual Question Answering.

[BibT_eX]

[DOI]

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

2017

PRED: Periodic Region Detection for Mobility Modeling of Social Media Users.

[BibT_eX]

[DOI]

Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

Combining Multiple Features for Image Popularity Prediction in Social Media.

[BibT_eX]

[DOI]

Wen Wang

Proceedings of the 2017 ACM on Multimedia Conference, 2017

2016

Integrating Topic and Latent Factors for Scalable Personalized Review-based Rating Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Collaborative Multi-Level Embedding Learning from Reviews for Rating Prediction.

[BibT_eX]

[DOI]

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

2015

A Collective Bayesian Poisson Factorization Model for Cold-start Local Event Recommendation.

[BibT_eX]

[DOI]

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

Prior-Based Dual Additive Latent Dirichlet Allocation for User-Item Connected Documents.

[BibT_eX]

[DOI]

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

STREAMCUBE: Hierarchical spatio-temporal hashtag clustering for event exploration over the Twitter stream.

[BibT_eX]

[DOI]

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

Location and Time Aware Social Collaborative Retrieval for New Successive Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

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

2013

Combining latent factor model with location features for event-based group recommendation.

[BibT_eX]

[DOI]

Wei Feng

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Integrating Semantic Relatedness and Words' Intrinsic Features for Keyword Extraction.

[BibT_eX]

[DOI]

Wei Feng