PPaperPicks

Weinan Zhang

Shanghai Jiao Tong University, John Hopcroft Center for Computer Science, China

90 papers at tracked venues · 69 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0127-2425 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×17ACL ×16WWW ×9CIKM ×6SIGIR ×6SIGKDD ×6ICLR ×5AAAI ×4ICML ×4IROS ×3AAMAS ×2ECML-PKDD ×2EMNLP ×2RecSys ×2VLDB ×2ECAI ×1ICRA ×1IJCAI ×1WSDM ×1

Frequent coauthors

Yong Yu
×43
Jianghao Lin
×24
Ruiming Tang
×22
Weiwen Liu
×16
Jun Wang
×13
Kounianhua Du
×12
Ying Wen
×12
Bo Chen
×11
Yunjia Xi
×10
Muning Wen
×10
Xinyi Dai
×8
Yasheng Wang
×7

Papers

  1. A Comprehensive Survey of Process Reward Models: Data Generation, Model Construction, and Usage
    ACL 2026 ·
    Congmin Zheng
    ,
    Jiachen Zhu
    ,
    Zhuoying Ou
    ,
    Yuxiang Chen
    ,
    Kangning Zhang
    ,
    Rong Shan
    ,
    Zeyu Zheng
    ,
    Mengyue Yang
    ,
    Jianghao Lin
    ,
    Yong Yu
    , Weinan Zhang
  2. A Survey of Large Language Model-Based Search Agents
    ACL 2026 ·
    Yunjia Xi
    ,
    Jianghao Lin
    ,
    Yongzhao Xiao
    ,
    Zheli Zhou
    ,
    Rong Shan
    ,
    Te Gao
    ,
    Jiachen Zhu
    ,
    Weiwen Liu
    ,
    Yong Yu
    , Weinan Zhang
  3. ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web
    ACL 2026 ·
    Zhiyuan Yao
    ,
    Zishan Xu
    ,
    Yifu Guo
    ,
    Zhiguang Han
    ,
    Cheng Yang
    ,
    Shuo Zhang
    , Weinan Zhang,
    Xingshan Zeng
    ,
    Weiwen Liu
  4. Agent-Dice: Disentangling Knowledge Updates via Geometric Consensus for Agent Continual Learning
    ACL 2026 ·
    Zheng Wu
    ,
    Xingyu Lou
    ,
    Xinbei Ma
    ,
    Yansi Li
    ,
    Weiwen Liu
    , Weinan Zhang,
    Jun Wang
    ,
    Zhuosheng Zhang
  5. Attribution-Based Analysis and Optimization of Modular Agentic Workflows
    ACL 2026 ·
    Yingxuan Yang
    ,
    Bo Huang
    ,
    Siyuan Qi
    ,
    Chao Feng
    ,
    Haoyi Hu
    ,
    Yuxuan Zhu
    ,
    Jinbo Hu
    ,
    Haoran Zhao
    ,
    Ziyi He
    ,
    Xiao Liu
    ,
    Zongyu Wang
    ,
    Muning Wen
    ,
    Lin Qiu
    ,
    Xuezhi Cao
    ,
    Xunliang Cai
    ,
    Yong Yu
    , Weinan Zhang
  6. ColorBench: Benchmarking Mobile Agents with Graph-Structured Framework for Complex Long-Horizon Tasks
    WWW 2026 ·
    Yuanyi Song
    ,
    Heyuan Huang
    ,
    Qiqiang Lin
    ,
    Yin Zhao
    ,
    Xiangmou Qu
    ,
    Jun Wang
    ,
    Xingyu Lou
    ,
    Weiwen Liu
    ,
    Zhuosheng Zhang
    ,
    Jun Wang
    ,
    Zhaoxiang Wang
    ,
    Yong Yu
    , Weinan Zhang
  7. ColorBrowserAgent: Complex Long-Horizon Browser Agent with Adaptive Knowledge Evolution
    ACL 2026 ·
    Jihong Wang
    ,
    Jiamu Zhou
    ,
    Weiming Zhang
    ,
    Teng Wang
    ,
    Weiwen Liu
    ,
    Zhuosheng Zhang
    ,
    Xingyu Lou
    , Weinan Zhang,
    Huarong Deng
    ,
    Jun Wang
  8. CoreCodeBench: Decoupling Code Intelligence via Fine-Grained Repository-Level Tasks
    ACL 2026 ·
    Lingyue Fu
    ,
    Hao Guan
    ,
    Bolun Zhang
    ,
    Haowei Yuan
    ,
    Yaoming Zhu
    ,
    Lin Qiu
    ,
    Zongyu Wang
    ,
    Xuezhi Cao
    ,
    Xunliang Cai
    ,
    Weiwen Liu
    , Weinan Zhang,
    Yong Yu
  9. LoopTool: Closing the Data-Training Loop for Robust LLM Tool Calls
    ACL 2026 ·
    Kangning Zhang
    ,
    Weiwen Liu
    ,
    Wenxiang Jiao
    ,
    Kounianhua Du
    ,
    Yuan Lu
    , Weinan Zhang,
    Yong Yu
  10. Modular Representation Compression: Adapting LLM Representations for Efficient and Effective Recommendation
    SIGIR 2026 ·
    Yunjia Xi
    ,
    Menghui Zhu
    ,
    Jianghao Lin
    ,
    Bo Chen
    ,
    Ruiming Tang
    ,
    Yong Yu
    , Weinan Zhang
  11. Offline Fictitious Self-Play for Competitive Games
    AAAI 2026 ·
    Jingxiao Chen
    ,
    Weiji Xie
    , Weinan Zhang,
    Yong Yu
    ,
    Ying Wen
  12. PADiff: Predictive and Adaptive Diffusion Policies for Ad Hoc Teamwork
    AAAI 2026 ·
    Hohei Chan
    ,
    Xinzhi Zhang
    ,
    Antao Xiang
    , Weinan Zhang,
    Mengchen Zhao
  13. Progra: Progress-Aware Reinforcement Learning for Multi-Turn Function Calling
    ACL 2026 ·
    Huacan Chai
    ,
    Zijie Cao
    ,
    Maolin Ran
    ,
    Yingxuan Yang
    ,
    Jianghao Lin
    ,
    Xin Peng
    ,
    Hairui Wang
    ,
    Renjie Ding
    ,
    Ziyu Wan
    ,
    Muning Wen
    ,
    Weiwen Liu
    , Weinan Zhang,
    Fei Huang
    ,
    Ying Wen
  14. Sell It Before You Make It: Revolutionizing E-Commerce with Personalized AI-Generated Items
    SIGKDD 2026 ·
    Jianghao Lin
    ,
    Peng Du
    ,
    Jiaqi Liu
    ,
    Weite Li
    ,
    Yong Yu
    , Weinan Zhang,
    Yang Cao
  15. ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling
    ACL 2026 ·
    Jianghao Lin
    ,
    Yuanyuan Shi
    ,
    Xin Peng
    ,
    Renjie Ding
    ,
    Hairui Wang
    ,
    Yuxuan Peng
    ,
    Bizhe Bai
    ,
    Weixi Song
    ,
    Fengshuo Bai
    ,
    Huacan Chai
    , Weinan Zhang,
    Fei Huang
    ,
    Ying Wen
  16. Action First: Leveraging Preference-Aware Actions for More Effective Decision-Making in Interactive Recommender Systems
    SIGIR 2025 ·
    Renting Rui
    ,
    Yunjia Xi
    ,
    Weiwen Liu
    ,
    Jianghao Lin
    ,
    Bo Chen
    ,
    Ruiming Tang
    , Weinan Zhang,
    Yong Yu
  17. AdvKT: An Adversarial Multi-step Training Framework for Knowledge Tracing
    ECML-PKDD 2025 ·
    Lingyue Fu
    ,
    Ting Long
    ,
    Jianghao Lin
    ,
    Wei Xia
    ,
    Xinyi Dai
    ,
    Ruiming Tang
    ,
    Yasheng Wang
    , Weinan Zhang,
    Yong Yu
  18. AgentIR: 2nd Workshop on Agent-based Information Retrieval
    SIGIR 2025 ·
    Pengyue Jia
    ,
    Qingpeng Cai
    ,
    Xiangyu Zhao
    ,
    Ling Pan
    ,
    Xin Xin
    ,
    Jin Huang
    , Weinan Zhang,
    Li Zhao
    ,
    Dawei Yin
    ,
    Grace Hui Yang
  19. AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems
    NeurIPS 2025 ·
    Yingxuan Yang
    ,
    Huacan Chai
    ,
    Shuai Shao
    ,
    Yuanyi Song
    ,
    Siyuan Qi
    ,
    Renting Rui
    , Weinan Zhang
  20. An Automatic Graph Construction Framework based on Large Language Models for Recommendation
    SIGKDD 2025 ·
    Rong Shan
    ,
    Jianghao Lin
    ,
    Chenxu Zhu
    ,
    Bo Chen
    ,
    Menghui Zhu
    ,
    Kangning Zhang
    ,
    Jieming Zhu
    ,
    Ruiming Tang
    ,
    Yong Yu
    , Weinan Zhang
  21. Autonomous Goal Detection and Cessation in Reinforcement Learning: A Case Study on Source Term Estimation
    AAAI 2025 ·
    Yiwei Shi
    ,
    Muning Wen
    ,
    Qi Zhang
    , Weinan Zhang,
    Cunjia Liu
    ,
    Weiru Liu
  22. Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs
    AAAI 2025 ·
    Junjie Huang
    ,
    Jiarui Qin
    ,
    Yong Yu
    , Weinan Zhang
  23. Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation
    ACL 2025 ·
    Kounianhua Du
    ,
    Hanjing Wang
    ,
    Jianxing Liu
    ,
    Jizheng Chen
    ,
    Xinyi Dai
    ,
    Yasheng Wang
    ,
    Ruiming Tang
    ,
    Yong Yu
    ,
    Jun Wang
    , Weinan Zhang
  24. Bursting Filter Bubble: Enhancing Serendipity Recommendations with Aligned Large Language Models
    SIGKDD 2025 ·
    Yunjia Xi
    ,
    Muyan Weng
    ,
    Wen Chen
    ,
    Chao Yi
    ,
    Dian Chen
    ,
    Gaoyang Guo
    ,
    Mao Zhang
    ,
    Jian Wu
    ,
    Yuning Jiang
    ,
    Qingwen Liu
    ,
    Yong Yu
    , Weinan Zhang
  25. CodePRM: Execution Feedback-enhanced Process Reward Model for Code Generation
    ACL 2025 ·
    Qingyao Li
    ,
    Xinyi Dai
    ,
    Xiangyang Li
    , Weinan Zhang,
    Yasheng Wang
    ,
    Ruiming Tang
    ,
    Yong Yu
  26. ContraDiff: Planning Towards High Return States via Contrastive Learning
    ICLR 2025 ·
    Yixiang Shan
    ,
    Zhengbang Zhu
    ,
    Ting Long
    ,
    Qifan Liang
    ,
    Yi Chang
    , Weinan Zhang,
    Liang Yin
  27. D2K: Turning Historical Data into Retrievable Knowledge for Recommender Systems
    WWW 2025 ·
    Jiarui Qin
    ,
    Weiwen Liu
    , Weinan Zhang,
    Yong Yu
  28. DebateCoder: Towards Collective Intelligence of LLMs via Test Case Driven LLM Debate for Code Generation
    ACL 2025 ·
    Jizheng Chen
    ,
    Kounianhua Du
    ,
    Xinyi Dai
    ,
    Weiming Zhang
    ,
    Xihuai Wang
    ,
    Yasheng Wang
    ,
    Ruiming Tang
    , Weinan Zhang,
    Yong Yu
  29. Diffusion Models for Recommender Systems: From Content Distribution To Content Creation
    SIGKDD 2025 ·
    Jianghao Lin
    ,
    Yang Cao
    ,
    Yong Yu
    , Weinan Zhang
  30. Diversity-Aware Self-Paced Data Selection for LLM Fine-Tuning
    ECAI 2025 ·
    Yingxuan Yang
    ,
    Huayi Wang
    ,
    Muning Wen
    ,
    Xiaoyun Mo
    ,
    Qiuying Peng
    ,
    Jun Wang
    , Weinan Zhang
  31. DriveGen: Towards Infinite Diverse Traffic Scenarios with Large Models
    IROS 2025 ·
    Shenyu Zhang
    ,
    Jiaguo Tian
    ,
    Zhengbang Zhu
    ,
    Shan Huang
    ,
    Jucheng Yang
    , Weinan Zhang
  32. Efficiency Unleashed: Inference Acceleration for LLM-based Recommender Systems with Speculative Decoding
    SIGIR 2025 ·
    Yunjia Xi
    ,
    Hangyu Wang
    ,
    Bo Chen
    ,
    Jianghao Lin
    ,
    Menghui Zhu
    ,
    Weiwen Liu
    ,
    Ruiming Tang
    ,
    Zhewei Wei
    , Weinan Zhang,
    Yong Yu
  33. Fast Second-Order Online Kernel Learning Through Incremental Matrix Sketching and Decomposition
    IJCAI 2025 ·
    Dongxie Wen
    ,
    Xiao Zhang
    ,
    Zhewei Wei
    ,
    Chenping Hou
    ,
    Shuai Li
    , Weinan Zhang
  34. Flexible Realignment of Language Models
    NeurIPS 2025 ·
    Wenhong Zhu
    ,
    Ruobing Xie
    , Weinan Zhang,
    Rui Wang
  35. GenPO: Generative Diffusion Models Meet On-Policy Reinforcement Learning
    NeurIPS 2025 ·
    Shutong Ding
    ,
    Ke Hu
    ,
    Shan Zhong
    ,
    Haoyang Luo
    , Weinan Zhang,
    Jingya Wang
    ,
    Jun Wang
    ,
    Ye Shi
  36. HammerBench: Fine-Grained Function-Calling Evaluation in Real Mobile Assistant Scenarios
    ACL 2025 ·
    Jun Wang
    ,
    Jiamu Zhou
    ,
    Xihuai Wang
    ,
    Xiaoyun Mo
    ,
    Haoyu Zhang
    ,
    Qiqiang Lin
    ,
    Jincheng Jincheng
    ,
    Muning Wen
    , Weinan Zhang,
    Qiuying Peng
  37. Humanoid Whole-Body Locomotion on Narrow Terrain via Dynamic Balance and Reinforcement Learning
    IROS 2025 ·
    Weiji Xie
    ,
    Chenjia Bai
    ,
    Jiyuan Shi
    ,
    Junkai Yang
    ,
    Yunfei Ge
    , Weinan Zhang,
    Xuelong Li
  38. Information-Theoretic Reward Decomposition for Generalizable RLHF
    NeurIPS 2025 ·
    Liyuan Mao
    ,
    Haoran Xu
    ,
    Amy Zhang
    , Weinan Zhang,
    Chenjia Bai
  39. KungfuBot: Physics-Based Humanoid Whole-Body Control for Learning Highly-Dynamic Skills
    NeurIPS 2025 ·
    Weiji Xie
    ,
    Jinrui Han
    ,
    Jiakun Zheng
    ,
    Huanyu Li
    ,
    Xinzhe Liu
    ,
    Jiyuan Shi
    , Weinan Zhang,
    Chenjia Bai
    ,
    Xuelong Li
  40. LLM4CD: Leveraging Large Language Models for Open-World Knowledge Augmented Cognitive Diagnosis
    CIKM 2025 ·
    Weiming Zhang
    ,
    Lingyue Fu
    ,
    Qingyao Li
    ,
    Kounianhua Du
    ,
    Jianghao Lin
    ,
    Jingwei Yu
    ,
    Wei Xia
    , Weinan Zhang,
    Ruiming Tang
    ,
    Yong Yu
  41. Large Language Models are Demonstration Pre-Selectors for Themselves
    ICML 2025 ·
    Jiarui Jin
    ,
    Yuwei Wu
    ,
    Haoxuan Li
    ,
    Xiaoting He
    , Weinan Zhang,
    Yiming Yang
    ,
    Yong Yu
    ,
    Jun Wang
    ,
    Mengyue Yang
  42. Leveraging Dual Process Theory in Language Agent Framework for Real-time Simultaneous Human-AI Collaboration
    ACL 2025 ·
    Shao Zhang
    ,
    Xihuai Wang
    ,
    Wenhao Zhang
    ,
    Chaoran Li
    ,
    Junru Song
    ,
    Tingyu Li
    ,
    Lin Qiu
    ,
    Xuezhi Cao
    ,
    Xunliang Cai
    ,
    Wen Yao
    , Weinan Zhang,
    Xinbing Wang
    ,
    Ying Wen
  43. LoopSR: Looping Sim-and-Real for Lifelong Policy Adaptation of Legged Robots
    IROS 2025 ·
    Peilin Wu
    ,
    Weiji Xie
    ,
    Jiahang Cao
    ,
    Hang Lai
    , Weinan Zhang
  44. MobileUse: A Hierarchical Reflection-Driven GUI Agent for Autonomous Mobile Operation
    NeurIPS 2025 ·
    Ning Li
    ,
    Xiangmou Qu
    ,
    Jiamu Zhou
    ,
    Muning Wen
    ,
    Kounianhua Du
    ,
    Xingyu Lou
    ,
    Qiuying Peng
    ,
    Jun Wang
    , Weinan Zhang
  45. NL-Debugging: Exploiting Natural Language as an Intermediate Representation for Code Debugging
    EMNLP 2025 ·
    Weiming Zhang
    ,
    Qingyao Li
    ,
    Xinyi Dai
    ,
    Jizheng Chen
    ,
    Kounianhua Du
    ,
    Weiwen Liu
    ,
    Yasheng Wang
    ,
    Ruiming Tang
    ,
    Yong Yu
    , Weinan Zhang
  46. ReMA: Learning to Meta-Think for LLMs with Multi-agent Reinforcement Learning
    NeurIPS 2025 ·
    Ziyu Wan
    ,
    Yunxiang Li
    ,
    Xiaoyu Wen
    ,
    Yan Song
    ,
    Hanjing Wang
    ,
    Linyi Yang
    ,
    Mark Schmidt
    ,
    Jun Wang
    , Weinan Zhang,
    Shuyue Hu
    ,
    Ying Wen
  47. Reconstruction-Guided Policy: Enhancing Decision-Making through Agent-Wise State Consistency
    ICLR 2025 ·
    Qifan Liang
    ,
    Yixiang Shan
    ,
    Haipeng Liu
    ,
    Zhengbang Zhu
    ,
    Ting Long
    , Weinan Zhang,
    Yuan Tian
  48. RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation
    EMNLP 2025 ·
    Qingyao Li
    ,
    Wei Xia
    ,
    Xinyi Dai
    ,
    Kounianhua Du
    ,
    Weiwen Liu
    ,
    Yasheng Wang
    ,
    Ruiming Tang
    ,
    Yong Yu
    , Weinan Zhang
  49. Retrieval-Augmented Process Reward Model for Generalizable Mathematical Reasoning
    ACL 2025 ·
    Jiachen Zhu
    ,
    Congmin Zheng
    ,
    Jianghao Lin
    ,
    Kounianhua Du
    ,
    Ying Wen
    ,
    Yong Yu
    ,
    Jun Wang
    , Weinan Zhang
  50. Robust Function-Calling for On-Device Language Model via Function Masking
    ICLR 2025 ·
    Qiqiang Lin
    ,
    Muning Wen
    ,
    Qiuying Peng
    ,
    Guanyu Nie
    ,
    Junwei Liao
    ,
    Jun Wang
    ,
    Xiaoyun Mo
    ,
    Jiamu Zhou
    ,
    Cheng Cheng
    ,
    Yin Zhao
    , Weinan Zhang
  51. Score-Based Diffusion Policy Compatible with Reinforcement Learning via Optimal Transport
    ICML 2025 ·
    Mingyang Sun
    ,
    Pengxiang Ding
    , Weinan Zhang,
    Donglin Wang
  52. Stop DDoS Attacking the Research Community with AI-Generated Survey Papers
    NeurIPS 2025 ·
    Jianghao Lin
    ,
    Rong Shan
    ,
    Jiachen Zhu
    ,
    Yunjia Xi
    ,
    Yong Yu
    , Weinan Zhang
  53. ThinkBench: Dynamic Out-of-Distribution Evaluation for Robust LLM Reasoning
    NeurIPS 2025 ·
    Shulin Huang
    ,
    Linyi Yang
    ,
    Yan Song
    ,
    Shawn Chen
    ,
    Leyang Cui
    ,
    Ziyu Wan
    ,
    Qingcheng Zeng
    ,
    Ying Wen
    ,
    Kun Shao
    , Weinan Zhang,
    Jun Wang
    ,
    Yue Zhang
  54. Uni-RL: Unifying Online and Offline RL via Implicit Value Regularization
    NeurIPS 2025 ·
    Haoran Xu
    ,
    Liyuan Mao
    ,
    Hui Jin
    , Weinan Zhang,
    Xianyuan Zhan
    ,
    Amy Zhang
  55. Unleashing the Potential of Multi-Channel Fusion in Retrieval for Personalized Recommendations
    WWW 2025 ·
    Junjie Huang
    ,
    Jiarui Qin
    ,
    Jianghao Lin
    ,
    Ziming Feng
    , Weinan Zhang,
    Yong Yu
  56. Unlocking the Potential of Decentralized LLM-based MAS: Privacy Preservation and Monetization in Collective Intelligence
    AAMAS 2025 ·
    Yingxuan Yang
    ,
    Qiuying Peng
    ,
    Jun Wang
    ,
    Ying Wen
    , Weinan Zhang
  57. Why Not Together? A Multiple-Round Recommender System for Queries and Items
    SIGKDD 2025 ·
    Jiarui Jin
    ,
    Xianyu Chen
    , Weinan Zhang,
    Yong Yu
    ,
    Jun Wang
  58. World Model-Based Perception for Visual Legged Locomotion
    ICRA 2025 ·
    Hang Lai
    ,
    Jiahang Cao
    ,
    Jiafeng Xu
    ,
    Hongtao Wu
    ,
    Yunfeng Lin
    ,
    Tao Kong
    ,
    Yong Yu
    , Weinan Zhang
  59. 4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
    NeurIPS 2024 ·
    Minjie Wang
    ,
    Quan Gan
    ,
    David Wipf
    ,
    Zheng Zhang
    ,
    Christos Faloutsos
    , Weinan Zhang,
    Muhan Zhang
    ,
    Zhenkun Cai
    ,
    Jiahang Li
    ,
    Zunyao Mao
    ,
    Yakun Song
    ,
    Jianheng Tang
    ,
    Yanlin Zhang
    ,
    Guang Yang
    ,
    Chuan Lei
    ,
    Xiao Qin
    ,
    Ning Li
    ,
    Han Zhang
    ,
    Yanbo Wang
    ,
    Zizhao Zhang
  60. 4DBInfer: A 4D Benchmarking Toolbox for Graph-Centric Predictive Modeling on RDBs
    VLDB 2024 ·
    Minjie Wang
    ,
    Quan Gan
    ,
    David Wipf
    ,
    Zhenkun Cai
    ,
    Ning Li
    ,
    Jianheng Tang
    ,
    Yanlin Zhang
    ,
    Zizhao Zhang
    ,
    Zunyao Mao
    ,
    Yakun Song
    ,
    Yanbo Wang
    ,
    Jiahang Li
    ,
    Han Zhang
    ,
    Guang Yang
    ,
    Xiao Qin
    ,
    Chuan Lei
    ,
    Muhan Zhang
    , Weinan Zhang,
    Christos Faloutsos
    ,
    Zheng Zhang
  61. AgentIR: 1st Workshop on Agent-based Information Retrieval
    SIGIR 2024 ·
    Qingpeng Cai
    ,
    Xiangyu Zhao
    ,
    Ling Pan
    ,
    Xin Xin
    ,
    Jin Huang
    , Weinan Zhang,
    Li Zhao
    ,
    Dawei Yin
    ,
    Grace Hui Yang
  62. AlignRec: Aligning and Training in Multimodal Recommendations
    CIKM 2024 ·
    Yifan Liu
    ,
    Kangning Zhang
    ,
    Xiangyuan Ren
    ,
    Yanhua Huang
    ,
    Jiarui Jin
    ,
    Yingjie Qin
    ,
    Ruilong Su
    ,
    Ruiwen Xu
    ,
    Yong Yu
    , Weinan Zhang
  63. AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training
    ICML 2024 ·
    Ziyu Wan
    ,
    Xidong Feng
    ,
    Muning Wen
    ,
    Stephen Marcus McAleer
    ,
    Ying Wen
    , Weinan Zhang,
    Jun Wang
  64. Boosting Studies of Multi-Agent Reinforcement Learning on Google Research Football Environment: The Past, Present, and Future
    AAMAS 2024 ·
    Yan Song
    ,
    He Jiang
    ,
    Haifeng Zhang
    ,
    Zheng Tian
    , Weinan Zhang,
    Jun Wang
  65. CityFlowER: An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models
    ECML-PKDD 2024 ·
    Longchao Da
    ,
    Chen Chu
    , Weinan Zhang,
    Hua Wei
  66. ClickPrompt: CTR Models are Strong Prompt Generators for Adapting Language Models to CTR Prediction
    WWW 2024 ·
    Jianghao Lin
    ,
    Bo Chen
    ,
    Hangyu Wang
    ,
    Yunjia Xi
    ,
    Yanru Qu
    ,
    Xinyi Dai
    ,
    Kangning Zhang
    ,
    Ruiming Tang
    ,
    Yong Yu
    , Weinan Zhang
  67. DiffStitch: Boosting Offline Reinforcement Learning with Diffusion-based Trajectory Stitching
    ICML 2024 ·
    Guanghe Li
    ,
    Yixiang Shan
    ,
    Zhengbang Zhu
    ,
    Ting Long
    , Weinan Zhang
  68. Diffusion-DICE: In-Sample Diffusion Guidance for Offline Reinforcement Learning
    NeurIPS 2024 ·
    Liyuan Mao
    ,
    Haoran Xu
    ,
    Xianyuan Zhan
    , Weinan Zhang,
    Amy Zhang
  69. Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization
    NeurIPS 2024 ·
    Shutong Ding
    ,
    Ke Hu
    ,
    Zhenhao Zhang
    ,
    Kan Ren
    , Weinan Zhang,
    Jingyi Yu
    ,
    Jingya Wang
    ,
    Ye Shi
  70. DisCo: Towards Harmonious Disentanglement and Collaboration between Tabular and Semantic Space for Recommendation
    SIGKDD 2024 ·
    Kounianhua Du
    ,
    Jizheng Chen
    ,
    Jianghao Lin
    ,
    Yunjia Xi
    ,
    Hangyu Wang
    ,
    Xinyi Dai
    ,
    Bo Chen
    ,
    Ruiming Tang
    , Weinan Zhang
  71. ELCoRec: Enhance Language Understanding with Co-Propagation of Numerical and Categorical Features for Recommendation
    CIKM 2024 ·
    Jizheng Chen
    ,
    Kounianhua Du
    ,
    Jianghao Lin
    ,
    Bo Chen
    ,
    Ruiming Tang
    , Weinan Zhang,
    Yong Yu
  72. ELF-Gym: Evaluating Large Language Models Generated Features for Tabular Prediction
    CIKM 2024 ·
    Yanlin Zhang
    ,
    Ning Li
    ,
    Quan Gan
    , Weinan Zhang,
    David Wipf
    ,
    Minjie Wang
  73. FLIP: Fine-grained Alignment between ID-based Models and Pretrained Language Models for CTR Prediction
    RecSys 2024 ·
    Hangyu Wang
    ,
    Jianghao Lin
    ,
    Xiangyang Li
    ,
    Bo Chen
    ,
    Chenxu Zhu
    ,
    Ruiming Tang
    , Weinan Zhang,
    Yong Yu
  74. GFS: Graph-based Feature Synthesis for Prediction over Relational Databases
    VLDB 2024 ·
    Han Zhang
    ,
    Quan Gan
    ,
    David Wipf
    , Weinan Zhang
  75. HiFI: Hierarchical Fairness-aware Integrated Ranking with Constrained Reinforcement Learning
    WWW 2024 ·
    Yifan Liu
    ,
    Wei Xia
    ,
    Weiwen Liu
    ,
    Menghui Zhu
    , Weinan Zhang,
    Ruiming Tang
    ,
    Yong Yu
  76. InfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization
    WWW 2024 ·
    Jiarui Jin
    ,
    Zexue He
    ,
    Mengyue Yang
    , Weinan Zhang,
    Yong Yu
    ,
    Jun Wang
    ,
    Julian J. McAuley
  77. K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization
    WSDM 2024 ·
    Cheng Deng
    ,
    Tianhang Zhang
    ,
    Zhongmou He
    ,
    Qiyuan Chen
    ,
    Yuanyuan Shi
    ,
    Yi Xu
    ,
    Luoyi Fu
    , Weinan Zhang,
    Xinbing Wang
    ,
    Chenghu Zhou
    ,
    Zhouhan Lin
    ,
    Junxian He
  78. Learning an Actionable Discrete Diffusion Policy via Large-Scale Actionless Video Pre-Training
    NeurIPS 2024 ·
    Haoran He
    ,
    Chenjia Bai
    ,
    Ling Pan
    , Weinan Zhang,
    Bin Zhao
    ,
    Xuelong Li
  79. M-scan: A Multi-Scenario Causal-driven Adaptive Network for Recommendation
    WWW 2024 ·
    Jiachen Zhu
    ,
    Yichao Wang
    ,
    Jianghao Lin
    ,
    Jiarui Qin
    ,
    Ruiming Tang
    , Weinan Zhang,
    Yong Yu
  80. MADiff: Offline Multi-agent Learning with Diffusion Models
    NeurIPS 2024 ·
    Zhengbang Zhu
    ,
    Minghuan Liu
    ,
    Liyuan Mao
    ,
    Bingyi Kang
    ,
    Minkai Xu
    ,
    Yong Yu
    ,
    Stefano Ermon
    , Weinan Zhang
  81. MemoCRS: Memory-enhanced Sequential Conversational Recommender Systems with Large Language Models
    CIKM 2024 ·
    Yunjia Xi
    ,
    Weiwen Liu
    ,
    Jianghao Lin
    ,
    Bo Chen
    ,
    Ruiming Tang
    , Weinan Zhang,
    Yong Yu
  82. ODICE: Revealing the Mystery of Distribution Correction Estimation via Orthogonal-gradient Update
    ICLR 2024 ·
    Liyuan Mao
    ,
    Haoran Xu
    , Weinan Zhang,
    Xianyuan Zhan
  83. ReLLa: Retrieval-enhanced Large Language Models for Lifelong Sequential Behavior Comprehension in Recommendation
    WWW 2024 ·
    Jianghao Lin
    ,
    Rong Shan
    ,
    Chenxu Zhu
    ,
    Kounianhua Du
    ,
    Bo Chen
    ,
    Shigang Quan
    ,
    Ruiming Tang
    ,
    Yong Yu
    , Weinan Zhang
  84. Recall-Augmented Ranking: Enhancing Click-Through Rate Prediction Accuracy with Cross-Stage Data
    WWW 2024 ·
    Junjie Huang
    ,
    Guohao Cai
    ,
    Jieming Zhu
    ,
    Zhenhua Dong
    ,
    Ruiming Tang
    , Weinan Zhang,
    Yong Yu
  85. Reinforcing LLM Agents via Policy Optimization with Action Decomposition
    NeurIPS 2024 ·
    Muning Wen
    ,
    Ziyu Wan
    ,
    Jun Wang
    , Weinan Zhang,
    Ying Wen
  86. SINKT: A Structure-Aware Inductive Knowledge Tracing Model with Large Language Model
    CIKM 2024 ·
    Lingyue Fu
    ,
    Hao Guan
    ,
    Kounianhua Du
    ,
    Jianghao Lin
    ,
    Wei Xia
    , Weinan Zhang,
    Ruiming Tang
    ,
    Yasheng Wang
    ,
    Yong Yu
  87. TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision
    SIGIR 2024 ·
    Ruiwen Zhou
    ,
    Yingxuan Yang
    ,
    Muning Wen
    ,
    Ying Wen
    ,
    Wenhao Wang
    ,
    Chunling Xi
    ,
    Guoqiang Xu
    ,
    Yong Yu
    , Weinan Zhang
  88. Towards Open-World Recommendation with Knowledge Augmentation from Large Language Models
    RecSys 2024 ·
    Yunjia Xi
    ,
    Weiwen Liu
    ,
    Jianghao Lin
    ,
    Xiaoling Cai
    ,
    Hong Zhu
    ,
    Jieming Zhu
    ,
    Bo Chen
    ,
    Ruiming Tang
    , Weinan Zhang,
    Yong Yu
  89. Vision-Language Foundation Models as Effective Robot Imitators
    ICLR 2024 ·
    Xinghang Li
    ,
    Minghuan Liu
    ,
    Hanbo Zhang
    ,
    Cunjun Yu
    ,
    Jie Xu
    ,
    Hongtao Wu
    ,
    Chilam Cheang
    ,
    Ya Jing
    , Weinan Zhang,
    Huaping Liu
    ,
    Hang Li
    ,
    Tao Kong
  90. ZSC-Eval: An Evaluation Toolkit and Benchmark for Multi-agent Zero-shot Coordination
    NeurIPS 2024 ·
    Xihuai Wang
    ,
    Shao Zhang
    ,
    Wenhao Zhang
    ,
    Wentao Dong
    ,
    Jingxiao Chen
    ,
    Ying Wen
    , Weinan Zhang