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Ma, Chen

  1. A Survey on the Memory Mechanism of Large Language Model based Agents
    2024/04/21 by Zeyu Zhang, Zhang, Zeyu, Quanyu Dai +15 · 105 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  2. Hierarchical Gating Networks for Sequential Recommendation
    2019/06/21 by Chen Ma, Peng Kang, Ma, Chen +3 · 25 citations
    Computer Science · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Image Retrieval and Classification Techniques
  3. A Survey on Test-Time Scaling in Large Language Models: What, How, Where, and How Well?
    2025/03/31 by Zhang, Qiyuan, Lyu, Fuyuan, Sun, Zexu +10 · 72 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  4. Result Diversification in Search and Recommendation: A Survey
    2022/12/29 by Haolun Wu, Yansen Zhang, Wu, Haolun +8 · 8 citations
    Social Sciences · Computer Science · #Socioeconomic Development in MENA #Information Retrieval and Search Behavior #Knowledge Management and Sharing
  5. Learning to Combat Compounding-Error in Model-Based Reinforcement Learning
    2019/12/24 by Xiao, Chenjun, Wu, Yifan, Ma, Chen +2 · 4 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. Mitigating Large Language Model Hallucination with Faithful Finetuning
    2024/06/17 by Minda Hu, Hu, Minda, Bowei He +9 · 6 citations
    Neuroscience · Computer Science · Medicine · #Brain Tumor Detection and Classification #Topological and Geometric Data Analysis #Epilepsy research and treatment
  7. Multi-FR: A Multi-objective Optimization Framework for Multi-stakeholder Fairness-aware Recommendation
    2021/05/06 by Wu, Haolun, Ma, Chen, Mitra, Bhaskar +2 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  8. DOGR: Towards Versatile Visual Document Grounding and Referring
    2024/11/26 by Yinan Zhou, Zhou, Yinan, Yuxin Chen +14 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Video Analysis and Summarization
  9. MemBench: Towards More Comprehensive Evaluation on the Memory of LLM-based Agents
    2025/06/20 by Tan, Haoran, Zhang, Zeyu, Ma, Chen +3 · 11 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. Joint Multisided Exposure Fairness for Recommendation
    2022/04/29 by Wu, Haolun, Mitra, Bhaskar, Ma, Chen +2 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  11. Multi-Graph Convolution Collaborative Filtering
    2020/01/01 by Jianing Sun, Yingxue Zhang, Sun, Jianing +11 · 2 citations
    Computer Science · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Caching and Content Delivery
  12. Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems
    2023/05/02 by Yuening Wang, Wang, Yuening, Yingxue Zhang +11 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare #Recommender Systems and Techniques
  13. SlowTrack: Increasing the Latency of Camera-based Perception in Autonomous Driving Using Adversarial Examples
    2023/12/15 by Chen Ma, Ma, Chen, Ningfei Wang +5 · 4 citations
    Computer Science · Pharmacology, Toxicology and Pharmaceutics · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Forensic Toxicology and Drug Analysis
  14. Finding Optimal Tangent Points for Reducing Distortions of Hard-label Attacks
    2021/11/15 by Ma, Chen, Guo, Xiangyu, Chen, Li +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  15. RevisEval: Improving LLM-as-a-Judge via Response-Adapted References
    2024/10/07 by Zhang, Qiyuan, Wang, Yufei, YU, Tiezheng +9 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. Mitigating the Language Mismatch and Repetition Issues in LLM-based Machine Translation via Model Editing
    2024/10/09 by Wang, Weichuan, Li, Zhaoyi, Lian, Defu +3 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. Memory Augmented Graph Neural Networks for Sequential Recommendation
    2019/12/26 by Chen Ma, Ma, Chen, Liheng Ma +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  18. Universal Successor Features for Transfer Reinforcement Learning
    2020/01/05 by Ma, Chen, Ashley, Dylan R., Wen, Junfeng +1 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  19. Decision Information Meets Large Language Models: The Future of Explainable Operations Research
    2025/02/14 by Zhang, Yansen, Kang, Qingcan, Yu, Wing Yin +5 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  20. Rankability-enhanced Revenue Uplift Modeling Framework for Online Marketing
    2024/05/24 by He, Bowei, Weng, Yunpeng, Tang, Xing +5 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. Probabilistic Metric Learning with Adaptive Margin for Top-K Recommendation
    2021/01/13 by Chen Ma, Liheng Ma, Ma, Chen +9 · 1 citation
    Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Advanced Bandit Algorithms Research
  22. TIE: A Framework for Embedding-based Incremental Temporal Knowledge Graph Completion
    2021/04/17 by Jiapeng Wu, Yishi Xu, Wu, Jiapeng +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Domain Adaptation and Few-Shot Learning
  23. Learning Binarized Graph Representations with Multi-faceted Quantization Reinforcement for Top-K Recommendation
    2022/06/05 by Yankai Chen, Chen, Yankai, Huifeng Guo +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  24. Semantic Retrieval Augmented Contrastive Learning for Sequential Recommendation
    2025/03/06 by Cui, Ziqiang, Weng, Yunpeng, Tang, Xing +8 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  25. Crowd Comparative Reasoning: Unlocking Comprehensive Evaluations for LLM-as-a-Judge
    2025/02/18 by Q. Y. Zhang, Zhang, Qiyuan, Yufei Wang +19 · 3 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property
  26. Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs
    2023/11/24 by Sun, Shengyin, Ren, Yuxiang, Chen, Jiehao +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  27. Fusion Matters: Learning Fusion in Deep Click-through Rate Prediction Models
    2024/11/24 by Kexin Zhang, Zhang, Kexin, Fuyuan Lyu +13 · 2 citations
    Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Nuclear Physics and Applications
  28. Robustness-enhanced Uplift Modeling with Adversarial Feature Desensitization
    2023/10/07 by Sun, Zexu, He, Bowei, Ma, Ming +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  29. TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System
    2024/12/14 by Zhang, Zeyu, Lian, Jianxun, Ma, Chen +9 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  30. Obstacle Avoidance through Deep Networks based Intermediate Perception
    2017/04/27 by Shichao Yang, Sandeep Konam, Yang, Shichao +9 · 1 citation
    Engineering · Computer Science · #Robotics and Sensor-Based Localization #Robotic Path Planning Algorithms #Human Pose and Action Recognition
  31. Hyperbolic Contrastive Learning with Model-augmentation for Knowledge-aware Recommendation
    2025/05/13 by Sun, Shengyin, Ma, Chen · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  32. Certifying Language Model Robustness with Fuzzed Randomized Smoothing: An Efficient Defense Against Backdoor Attacks
    2025/02/09 by He, Bowei, Yin, Lihao, Zhen, Hui-Ling +4 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  33. Hyperspherical Quantization: Toward Smaller and More Accurate Models
    2022/12/24 by Dan Liu, Xi Chen, Liu, Dan +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications