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Zhenhua Dong

  1. A Survey on the Memory Mechanism of Large Language Model based Agents
    2024/04/21 by Zeyu Zhang, Zhang, Zeyu, Quanyu Dai +15 · 172 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Topic Modeling
  2. Federated Meta-Learning with Fast Convergence and Efficient Communication
    2018/02/22 by Fei Chen, Mi Luo, Chen, Fei +7 · 26 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data
  3. EAGER: Two-Stream Generative Recommender with Behavior-Semantic Collaboration
    2024/06/20 by Ye Wang, Wang, Ye, Jiahao Xun +19 · 36 citations
    Computer Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Music and Audio Processing #Topic Modeling
  4. Non-invasive Self-attention for Side Information Fusion in Sequential Recommendation
    2021/03/05 by Chang Liu, Xiaoguang Li, Liu, Chang +9 · 16 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  5. SimpleX: A Simple and Strong Baseline for Collaborative Filtering
    2021/09/26 by Kelong Mao, Mao, Kelong, Jieming Zhu +11 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Caching and Content Delivery #FOS: Computer and information sciences #Image and Video Quality Assessment #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  6. FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction
    2023/04/03 by Kelong Mao, Jieming Zhu, Mao, Kelong +9 · 13 citations
    Computer Science · Materials Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Materials Science #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining
  7. IntTower: the Next Generation of Two-Tower Model for Pre-Ranking System
    2022/10/18 by Xiang‐Yang Li, Bo Chen, Li, Xiangyang +22 · 11 citations
    Computer Science · Physics and Astronomy · #Advanced Text Analysis Techniques #Sentiment Analysis and Opinion Mining #Complex Network Analysis Techniques
  8. CoST: Contrastive Quantization based Semantic Tokenization for Generative Recommendation
    2024/04/23 by Jieming Zhu, Zhu, Jieming, Mengqun Jin +8 · 13 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  9. Multimodal Pretraining, Adaptation, and Generation for Recommendation: A Survey
    2024/03/31 by Qijiong Liu, Jieming Zhu, Liu, Qijiong +15 · 11 citations
    Computer Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Recommender Systems and Techniques #Video Analysis and Summarization
  10. Optimal Transport for Treatment Effect Estimation
    2023/10/27 by Hao Wang, Zhichao Chen, Wang, Hao +17 · 11 citations
    Mathematics · #Advanced Causal Inference Techniques #Applications (stat.AP) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Bayesian Inference #Statistical Methods and Inference
  11. Top-N Recommendation with Counterfactual User Preference Simulation
    2021/09/02 by Mengyue Yang, Quanyu Dai, Yang, Mengyue +9 · 6 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Stochastic Gradient Optimization Techniques
  12. Less Is Better: Unweighted Data Subsampling via Influence Function
    2019/12/03 by Zifeng Wang, Hong Zhu, Wang, Zifeng +7 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  13. ReLoop: A Self-Correction Continual Learning Loop for Recommender Systems
    2022/04/24 by Guohao Cai, Cai, Guohao, Jieming Zhu +11 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques #Topic Modeling
  14. ReLoop2: Building Self-Adaptive Recommendation Models via Responsive Error Compensation Loop
    2023/06/15 by Jieming Zhu, Guohao Cai, Zhu, Jieming +9 · 6 citations
    Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques
  15. A Generalized Doubly Robust Learning Framework for Debiasing Post-Click Conversion Rate Prediction
    2022/11/12 by Quanyu Dai, Haoxuan Li, Dai, Quanyu +12 · 4 citations
    Computer Science · Social Sciences · #Advanced Computing and Algorithms #FOS: Computer and information sciences #Image and Video Quality Assessment #Machine Learning (cs.LG)
  16. DeepFM: An End-to-End Wide & Deep Learning Framework for CTR Prediction
    2018/04/12 by Huifeng Guo, Ruiming Tang, Guo, Huifeng +9 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Topic Modeling
  17. Beyond Two-Tower Matching: Learning Sparse Retrievable Cross-Interactions for Recommendation
    2023/11/30 by Liangcai Su, Su, Liangcai, Fan Yan +13 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Text and Document Classification Technologies
  18. MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents
    2025/06/20 by Haoran Tan, Zeyu Zhang, Tan, Haoran +9 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
  19. How Pre-trained Language Models Capture Factual Knowledge? A Causal-Inspired Analysis
    2022/03/31 by Shaobo Li, Xiaoguang Li, Li, Shaobo +14 · 3 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  20. Sequential Recommendation with Causal Behavior Discovery
    2022/04/01 by Zhenlei Wang, Xu Chen, Wang, Zhenlei +8 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  21. MetaSelector: Meta-Learning for Recommendation with User-Level Adaptive Model Selection
    2020/01/22 by Mi Luo, Luo, Mi, Fei Chen +11 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Machine Learning in Healthcare #Recommender Systems and Techniques
  22. MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants
    2024/09/30 by Zeyu Zhang, Quanyu Dai, Zhang, Zeyu +15 · 7 citations
    Computer Science · Business, Management and Accounting · #AI in Service Interactions #Business Process Modeling and Analysis #Multi-Agent Systems and Negotiation
  23. Enhancing Multimodal Unified Representations for Cross Modal Generalization
    2024/03/08 by Hai Huang, Huang, Hai, Yan Xia +15 · 4 citations
    Computer Science · #Natural Language Processing Techniques
  24. Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop
    2024/05/28 by Yuqi Zhou, Zhou, Yuqi, Sunhao Dai +11 · 3 citations
    Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Stock Market Forecasting Methods
  25. On the Opportunity of Causal Learning in Recommendation Systems: Foundation, Estimation, Prediction and Challenges
    2022/01/18 by Peng Wu, Haoxuan Li, Wu, Peng +15 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  26. UNGER: Generative Recommendation with A Unified Code via Semantic and Collaborative Integration
    2025/02/10 by Xiao Lu, Xiao, Longtao, Haozhao Wang +15 · 6 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  27. Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration
    2024/05/26 by Sunhao Dai, Dai, Sunhao, Weihao Liu +15 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Semantic Web and Ontologies
  28. MemEngine: A Unified and Modular Library for Developing Advanced Memory of LLM-based Agents
    2025/05/04 by Zeyu Zhang, Zhang, Zeyu, Quanyu Dai +9 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  29. Multimodal Pretraining and Generation for Recommendation: A Tutorial
    2024/05/11 by Jieming Zhu, Chuhan Wu, Zhu, Jieming +5 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and dialogue systems #Topic Modeling
  30. SocialEval: Evaluating Social Intelligence of Large Language Models
    2025/06/01 by Jinfeng Zhou, Zhou, Jinfeng, Yuxuan Chen +28 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  31. Personalized Re-ranking for Improving Diversity in Live Recommender Systems
    2020/04/14 by Yichao Wang, Wang, Yichao, Xiangyu Zhang +11 · 1 citation
    Business, Management and Accounting · Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
  32. Prompt Tuning as User Inherent Profile Inference Machine
    2024/08/13 by Yusheng Lu, Zhaocheng Du, Lu, Yusheng +19 · 2 citations
    Computer Science · #Advanced Database Systems and Queries #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Time Series Analysis and Forecasting
  33. CELA: Cost-Efficient Language Model Alignment for CTR Prediction
    2024/05/17 by Xingmei Wang, Weiwen Liu, Wang, Xingmei +18 · 2 citations
    Computer Science · #68T07 #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  34. Few-shot LLM Synthetic Data with Distribution Matching
    2025/02/09 by Zhaocheng Du, Ren, Jiyuan, Zhihao Wen +10 · 3 citations
    Computer Science · Environmental Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hydrology and Watershed Management Studies #Image Processing and 3D Reconstruction #Statistical Methods and Inference
  35. Fair-CDA: Continuous and Directional Augmentation for Group Fairness
    2023/04/01 by Rui Sun, Fengwei Zhou, Sun, Rui +15 · 1 citation
    Computer Science · Social Sciences · #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data
  36. A Parameter Update Balancing Algorithm for Multi-task Ranking Models in Recommendation Systems
    2024/10/08 by Jun Yuan, Yuan, Jun, Guohao Cai +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques
  37. Confidence-Aware Multi-Field Model Calibration
    2024/02/27 by Yuang Zhao, Zhao, Yuang, Chuhan Wu +15 · 1 citation
    Engineering · #FOS: Computer and information sciences #Fault Detection and Control Systems #Hydraulic and Pneumatic Systems #Machine Learning (cs.LG) #Real-time simulation and control systems
  38. RecSys Arena: Pair-wise Recommender System Evaluation with Large Language Models
    2024/12/15 by Zhuo Wu, Wu, Zhuo, Qinglin Jia +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
  39. Act-With-Think: Chunk Auto-Regressive Modeling for Generative Recommendation
    2025/06/30 by Yifan Wang, Wang, Yifan, Gan, Weinan +16 · 2 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  40. KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing
    2025/05/26 by Rui Li, Quanyu Dai, Li, Rui +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  41. FuXi-γ: Efficient Sequential Recommendation with Exponential-Power Temporal Encoder and Diagonal-Sparse Positional Mechanism
    2025/12/14 by Dezhi Yi, Yi, Dezhi, Guo, Wei +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques
  42. AdaFlash: Adaptive Speculative Decoding via On-Policy Distilled Diffusion Drafters
    2026/07/21 by Yu-Yang Qian, Hao-Cong Wu, Chen Chen +4
    Computer Science · #cs.LG #cs.CL