PPaperPicks

Yong Yu

Shanghai Jiao Tong University, Department of Computer Science, Apex Data and Knowledge Management Lab, China

46 papers at tracked venues · 34 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0281-8271 ↗Google Scholar ↗Homepage ↗

Venues

WWW ×10ACL ×9SIGKDD ×6CIKM ×5SIGIR ×4AAAI ×2EMNLP ×2NeurIPS ×2RecSys ×2ECML-PKDD ×1ICML ×1ICRA ×1ISSTA ×1

Frequent coauthors

Weinan Zhang
×43
Jianghao Lin
×21
Ruiming Tang
×21
Weiwen Liu
×12
Kounianhua Du
×10
Bo Chen
×10
Yunjia Xi
×9
Wei Xia
×7
Xinyi Dai
×7
Yasheng Wang
×7
Jiachen Zhu
×5
Kangning Zhang
×5

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. 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
  4. 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
  5. 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
  6. 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
  7. 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
  8. Offline Fictitious Self-Play for Competitive Games
    AAAI 2026 ·
    Jingxiao Chen
    ,
    Weiji Xie
    ,
    Weinan Zhang
    , Yong Yu,
    Ying Wen
  9. 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
  10. 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
  11. 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
  12. 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
  13. Beyond Graph Convolution: Multimodal Recommendation with Topology-aware MLPs
    AAAI 2025 ·
    Junjie Huang
    ,
    Jiarui Qin
    , Yong Yu,
    Weinan Zhang
  14. 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
  15. 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
  16. 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
  17. D2K: Turning Historical Data into Retrievable Knowledge for Recommender Systems
    WWW 2025 ·
    Jiarui Qin
    ,
    Weiwen Liu
    ,
    Weinan Zhang
    , Yong Yu
  18. 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
  19. Diffusion Models for Recommender Systems: From Content Distribution To Content Creation
    SIGKDD 2025 ·
    Jianghao Lin
    ,
    Yang Cao
    , Yong Yu,
    Weinan Zhang
  20. 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
  21. 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
  22. 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
  23. 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
  24. Productively Deploying Emerging Models on Emerging Platforms: A Top-Down Approach for Testing and Debugging
    ISSTA 2025 ·
    Siyuan Feng
    ,
    Jiawei Liu
    ,
    Ruihang Lai
    ,
    Charlie Ruan
    , Yong Yu,
    Lingming Zhang
    ,
    Tianqi Chen
  25. 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
  26. 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
  27. Simulating Question-answering Correctness with a Conditional Diffusion
    WWW 2025 ·
    Ting Long
    ,
    Li'ang Yin
    ,
    Yi Chang
    ,
    Wei Xia
    , Yong Yu
  28. 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
  29. 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
  30. Why Not Together? A Multiple-Round Recommender System for Queries and Items
    SIGKDD 2025 ·
    Jiarui Jin
    ,
    Xianyu Chen
    ,
    Weinan Zhang
    , Yong Yu,
    Jun Wang
  31. 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
  32. 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
  33. 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
  34. 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
  35. 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
  36. 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
  37. 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
  38. 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
  39. 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
  40. 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
  41. Privileged Knowledge State Distillation for Reinforcement Learning-based Educational Path Recommendation
    SIGKDD 2024 ·
    Qingyao Li
    ,
    Wei Xia
    ,
    Li'ang Yin
    ,
    Jiarui Jin
    , Yong Yu
  42. 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
  43. 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
  44. 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
  45. 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
  46. 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