PPaperPicks

Ji-Rong Wen

Renmin University of China, Beijing, China

132 papers at tracked venues · 94 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9777-9676 ↗Google Scholar ↗

Venues

ACL ×26EMNLP ×18NeurIPS ×13SIGIR ×12ICLR ×10AAAI ×9WWW ×9CIKM ×7SIGKDD ×7NAACL ×6RecSys ×4ICDE ×3ICML ×2ACM MM ×1CVPR ×1ECCV ×1ICCV ×1WACV ×1WSDM ×1

Frequent coauthors

Xin Zhao
×54
Zhicheng Dou
×31
Yutao Zhu
×23
Kun Zhou
×14
Jun Xu
×14
Xu Chen
×12
Junyi Li
×11
Guanting Dong
×11
Yankai Lin
×10
Hongyu Lu
×9
Jiajie Jin
×9
Zhenhua Dong
×9

Papers

  1. Analyzing and Mitigating Object Hallucination: A Training Bias Perspective
    AAAI 2026 ·
    Yifan Li
    ,
    Kun Zhou
    ,
    Xin Zhao
    ,
    Lei Fang
    , Jirong Wen
  2. Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models
    ACL 2026 ·
    Jia Deng
    ,
    Junyi Li
    ,
    Xin Zhao
    ,
    Jinpeng Wang
    ,
    Hongyu Lu
    , Ji-Rong Wen
  3. Challenging the Boundaries of Reasoning: An Olympiad-Level Math Benchmark for Large Language Models
    ACL 2026 ·
    Haoxiang Sun
    ,
    Yingqian Min
    ,
    Zhipeng Chen
    ,
    Xin Zhao
    , Ji-Rong Wen
  4. DeepAgent: A General Reasoning Agent with Scalable Toolsets
    WWW 2026 ·
    Xiaoxi Li
    ,
    Wenxiang Jiao
    ,
    Jiarui Jin
    ,
    Guanting Dong
    ,
    Jiajie Jin
    ,
    Yinuo Wang
    ,
    Hao Wang
    ,
    Yutao Zhu
    , Ji-Rong Wen,
    Yuan Lu
    ,
    Zhicheng Dou
  5. EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis
    ACL 2026 ·
    Xiaoshuai Song
    ,
    Haofei Chang
    ,
    Guanting Dong
    ,
    Yutao Zhu
    , Ji-Rong Wen,
    Zhicheng Dou
  6. Evaluating the Factuality of Large Language Models Using Multiple Plug-and-Play Fact Sources
    AAAI 2026 ·
    Zhaoheng Huang
    ,
    Yutao Zhu
    , Jirong Wen,
    Zhicheng Dou
  7. Experience-Driven Reflective Co-Evolution of Prompts and Heuristics for Autonomous Algorithm Design
    ACL 2026 ·
    Yihong Liu
    ,
    Junyi Li
    ,
    Hongyu Lu
    ,
    Xin Zhao
    , Ji-Rong Wen
  8. From Search to Ask to Act: The Evolution of Information Access in the Age of Large Models and Agents
    SIGIR 2026 · Ji-Rong Wen
  9. GenCI: Generative Modeling of User Interest Shift via Cohort-based Intent Learning for CTR Prediction
    WWW 2026 ·
    Kesha Ou
    ,
    Zhen Tian
    ,
    Wayne Xin Zhao
    ,
    Hongyu Lu
    , Ji-Rong Wen
  10. Hide and Seek with LLMs: An Adversarial Game for Sneaky Error Generation and Self-Improving Diagnosis
    AAAI 2026 ·
    Rui Zou
    ,
    Mengqi Wei
    ,
    Yutao Zhu
    , Jirong Wen,
    Xin Zhao
    ,
    Jing Chen
  11. HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches
    AAAI 2026 ·
    Jiejun Tan
    ,
    Zhicheng Dou
    ,
    Yan Yu
    ,
    Jiehan Cheng
    ,
    Lifeng Liu
    ,
    Jian Xie
    , Jirong Wen
  12. L2V-CoT: Cross-Modal Transfer of Chain-of-Thought Reasoning via Latent Intervention
    AAAI 2026 ·
    Yu-Liang Zhan
    ,
    Xinyu Tang
    ,
    Han Wan
    ,
    Jian Li
    , Jirong Wen,
    Hao Sun
  13. LLM-Generated Text May Harm Your Retrieval! A Robust Detection Strategy for Retrieval-Augmented Generation
    ACL 2026 ·
    Zhaoheng Huang
    ,
    Yutao Zhu
    , Ji-Rong Wen,
    Zhicheng Dou
  14. LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models
    ACL 2026 ·
    Fengqi Zhu
    ,
    Rongzhen Wang
    ,
    Shen Nie
    ,
    Xiaolu Zhang
    ,
    Chunwei Wu
    ,
    Jun Zhou
    ,
    Yankai Lin
    , Ji-Rong Wen,
    Chongxuan Li
  15. Learning to Retrieve from Agent Trajectories
    SIGIR 2026 ·
    Yuqi Zhou
    ,
    Sunhao Dai
    ,
    Changle Qu
    ,
    Liang Pang
    ,
    Jun Xu
    , Ji-Rong Wen
  16. RLSeek: Evidence-Grounded Reasoning for RAG Hallucination Detection
    ACL 2026 ·
    Zhaoheng Huang
    ,
    Dacheng Wen
    ,
    Yutao Zhu
    ,
    Xiaoying Lian
    ,
    Yushi Liang
    ,
    Kai Hao
    ,
    Nan Li
    ,
    Liangjie Zhang
    ,
    Qi Zhang
    , Ji-Rong Wen,
    Zhicheng Dou
    ,
    Fangzhao Wu
  17. Spatiotemporal Graph Learning with Direct Volumetric Information Passing and Feature Enhancement
    SIGKDD 2026 ·
    Yuan Mi
    ,
    Qi Wang
    ,
    Xueqin Hu
    ,
    Yike Guo
    , Ji-Rong Wen,
    Yang Liu
    ,
    Hao Sun
  18. Tool-Star: Empowering Multi-Tool Collaborative Web Agent via Reinforcement Learning
    SIGIR 2026 ·
    Guanting Dong
    ,
    Yifei Chen
    ,
    Xiaoxi Li
    ,
    Jiajie Jin
    ,
    Hongjin Qian
    ,
    Yutao Zhu
    ,
    Hangyu Mao
    ,
    Guorui Zhou
    ,
    Zhicheng Dou
    , Ji-Rong Wen
  19. Toward Generalized Web Agent Training: A Deep Dive into Entropy-Balanced Reinforcement Learning
    WWW 2026 ·
    Guanting Dong
    ,
    Licheng Bao
    ,
    Zhongyuan Wang
    ,
    Kangzhi Zhao
    ,
    Xiaoxi Li
    ,
    Jiajie Jin
    ,
    Jinghan Yang
    ,
    Hangyu Mao
    ,
    Fuzheng Zhang
    ,
    Kun Gai
    ,
    Guorui Zhou
    ,
    Yutao Zhu
    , Ji-Rong Wen,
    Zhicheng Dou
  20. Universal Item Tokenization for Transferable Generative Recommendation
    SIGIR 2026 ·
    Bowen Zheng
    ,
    Hongyu Lu
    ,
    Yu Chen
    ,
    Wayne Xin Zhao
    , Ji-Rong Wen
  21. Web Sitemap Knowledge Can Enhance Autonomous Browsing
    ACL 2026 ·
    Yuyao Zhang
    ,
    Hongyu Lu
    ,
    Jiajie Jin
    ,
    Hongjin Qian
    ,
    Shiyu Li
    ,
    Zhao Yang
    ,
    Yutao Zhu
    , Ji-Rong Wen,
    Zhicheng Dou
  22. Addressing Personalized Bias for Unbiased Learning to Rank
    CIKM 2025 ·
    Zechun Niu
    ,
    Lang Mei
    ,
    Liu Yang
    ,
    Ziyuan Zhao
    ,
    Qiang Yan
    ,
    Jiaxin Mao
    , Ji-Rong Wen
  23. Autonomous Reasoning-Retrieval for Large Language Model Based Recommendation
    CIKM 2025 ·
    Bowen Zheng
    ,
    Xiaolei Wang
    ,
    Enze Liu
    ,
    Xi Wang
    ,
    Hongyu Lu
    ,
    Yu Chen
    ,
    Wayne Xin Zhao
    , Ji-Rong Wen
  24. BordaRAG: Resolving Knowledge Conflict in Retrieval-Augmented Generation via Borda Voting Process
    CIKM 2025 ·
    Yuxin Li
    ,
    Chen Xu
    ,
    Jun Xu
    , Ji-Rong Wen
  25. Bridging Textual-Collaborative Gap through Semantic Codes for Sequential Recommendation
    SIGKDD 2025 ·
    Enze Liu
    ,
    Bowen Zheng
    ,
    Wayne Xin Zhao
    , Ji-Rong Wen
  26. CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmented Generation
    NAACL 2025 ·
    Yiruo Cheng
    ,
    Kelong Mao
    ,
    Ziliang Zhao
    ,
    Guanting Dong
    ,
    Hongjin Qian
    ,
    Yongkang Wu
    ,
    Tetsuya Sakai
    , Ji-Rong Wen,
    Zhicheng Dou
  27. CharacterBox: Evaluating the Role-Playing Capabilities of LLMs in Text-Based Virtual Worlds
    NAACL 2025 ·
    Lei Wang
    ,
    Jianxun Lian
    ,
    Yi Huang
    ,
    Yanqi Dai
    ,
    Haoxuan Li
    ,
    Xu Chen
    ,
    Xing Xie
    , Ji-Rong Wen
  28. Conservation-informed Graph Learning for Spatiotemporal Dynamics Prediction
    SIGKDD 2025 ·
    Yuan Mi
    ,
    Pu Ren
    ,
    Hongteng Xu
    ,
    Hongsheng Liu
    ,
    Zidong Wang
    ,
    Yike Guo
    , Ji-Rong Wen,
    Hao Sun
    ,
    Yang Liu
  29. DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning
    NAACL 2025 ·
    Xinyu Tang
    ,
    Xiaolei Wang
    ,
    Xin Zhao
    , Ji-Rong Wen
  30. DIVAgent: A Diversified Search Agent that Mimics the Human Search Process
    CIKM 2025 ·
    Zhirui Deng
    ,
    Jingfen Qiao
    ,
    Zhicheng Dou
    , Ji-Rong Wen,
    Maarten de Rijke
  31. Dense Retrieval for Aggregated Search
    CIKM 2025 ·
    Lang Mei
    ,
    Sijie Liu
    ,
    Ziyuan Zhao
    ,
    Rolan Yan
    ,
    Jiaxin Mao
    , Jirong Wen
  32. Enhancing Graph Contrastive Learning with Reliable and Informative Augmentation for Recommendation
    SIGKDD 2025 ·
    Bowen Zheng
    ,
    Junjie Zhang
    ,
    Hongyu Lu
    ,
    Yu Chen
    ,
    Ming Chen
    ,
    Wayne Xin Zhao
    , Ji-Rong Wen
  33. Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency
    EMNLP 2025 ·
    Zhaoheng Huang
    ,
    Yutao Zhu
    , Ji-Rong Wen,
    Zhicheng Dou
  34. Enhancing Reward Models for High-Quality Image Generation: Beyond Text-Image Alignment
    ICCV 2025 ·
    Ying Ba
    ,
    Tianyu Zhang
    ,
    Yalong Bai
    ,
    Wenyi Mo
    ,
    Tao Liang
    ,
    Bing Su
    , Ji-Rong Wen
  35. Enhancing Sequential Recommender with Large Language Models for Joint Video and Comment Recommendation
    RecSys 2025 ·
    Bowen Zheng
    ,
    Zihan Lin
    ,
    Enze Liu
    ,
    Chen Yang
    ,
    Enyang Bai
    ,
    Cheng Ling
    ,
    Han Li
    ,
    Wayne Xin Zhao
    , Ji-Rong Wen
  36. Evolving Graph-Based Context Modeling for Multi-Turn Conversational Retrieval-Augmented Generation
    CIKM 2025 ·
    Yiruo Cheng
    ,
    Hongjin Qian
    ,
    Fengran Mo
    ,
    Yongkang Wu
    ,
    Zhonghua Li
    ,
    Qi Ye
    , Ji-Rong Wen,
    Zhicheng Dou
  37. Exploring the Design Space of Visual Context Representation in Video MLLMs
    ICLR 2025 ·
    Yifan Du
    ,
    Yuqi Huo
    ,
    Kun Zhou
    ,
    Zijia Zhao
    ,
    Haoyu Lu
    ,
    Han Huang
    ,
    Xin Zhao
    ,
    Bingning Wang
    ,
    Weipeng Chen
    , Ji-Rong Wen
  38. Exploring the Escalation of Source Bias in User, Data, and Recommender System Feedback Loop
    SIGIR 2025 ·
    Yuqi Zhou
    ,
    Sunhao Dai
    ,
    Liang Pang
    ,
    Gang Wang
    ,
    Zhenhua Dong
    ,
    Jun Xu
    , Ji-Rong Wen
  39. Extracting and Combining Abilities For Building Multi-lingual Ability-enhanced Large Language Models
    EMNLP 2025 ·
    Zhipeng Chen
    ,
    Kun Zhou
    ,
    Liang Song
    ,
    Wayne Xin Zhao
    ,
    Bingning Wang
    ,
    Weipeng Chen
    , Ji-Rong Wen
  40. FairDiverse: A Comprehensive Toolkit for Fairness- and Diversity-aware Information Retrieval
    SIGIR 2025 ·
    Chen Xu
    ,
    Zhirui Deng
    ,
    Clara Rus
    ,
    Xiaopeng Ye
    ,
    Yuanna Liu
    ,
    Jun Xu
    ,
    Zhicheng Dou
    , Ji-Rong Wen,
    Maarten de Rijke
  41. FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
    WWW 2025 ·
    Jiajie Jin
    ,
    Yutao Zhu
    ,
    Zhicheng Dou
    ,
    Guanting Dong
    ,
    Xinyu Yang
    ,
    Chenghao Zhang
    ,
    Tong Zhao
    ,
    Zhao Yang
    , Ji-Rong Wen
  42. FlexWorld: Progressively Expanding 3D Scenes for Flexible-View Exploration
    NeurIPS 2025 ·
    Luxi Chen
    ,
    Zihan Zhou
    ,
    Min Zhao
    ,
    Yikai Wang
    ,
    Ge Zhang
    ,
    Wenhao Huang
    ,
    Hao Sun
    , Ji-Rong Wen,
    Chongxuan Li
  43. From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions
    ICLR 2025 ·
    Changle Qu
    ,
    Sunhao Dai
    ,
    Xiaochi Wei
    ,
    Hengyi Cai
    ,
    Shuaiqiang Wang
    ,
    Dawei Yin
    ,
    Jun Xu
    , Ji-Rong Wen
  44. GenSim: A General Social Simulation Platform with Large Language Model based Agents
    NAACL 2025 ·
    Jiakai Tang
    ,
    Heyang Gao
    ,
    Xuchen Pan
    ,
    Lei Wang
    ,
    Haoran Tan
    ,
    Dawei Gao
    ,
    Yushuo Chen
    ,
    Xu Chen
    ,
    Yankai Lin
    ,
    Yaliang Li
    ,
    Bolin Ding
    ,
    Jingren Zhou
    ,
    Jun Wang
    , Ji-Rong Wen
  45. HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems
    WWW 2025 ·
    Jiejun Tan
    ,
    Zhicheng Dou
    ,
    Wen Wang
    ,
    Mang Wang
    ,
    Weipeng Chen
    , Ji-Rong Wen
  46. ICPC-Eval: Probing the Frontiers of LLM Reasoning with Competitive Programming Contests
    NeurIPS 2025 ·
    Shiyi Xu
    ,
    Yiwen Hu
    ,
    Yingqian Min
    ,
    Zhipeng Chen
    ,
    Xin Zhao
    , Ji-Rong Wen
  47. Improving Retrospective Language Agents via Joint Policy Gradient Optimization
    NAACL 2025 ·
    Xueyang Feng
    ,
    Bo Lan
    ,
    Quanyu Dai
    ,
    Lei Wang
    ,
    Jiakai Tang
    ,
    Xu Chen
    ,
    Zhenhua Dong
    , Ji-Rong Wen
  48. Investigating the Pre-Training Dynamics of In-Context Learning: Task Recognition vs. Task Learning
    ICLR 2025 ·
    Xiaolei Wang
    ,
    Xinyu Tang
    ,
    Junyi Li
    ,
    Xin Zhao
    , Ji-Rong Wen
  49. Investigating the Robustness of Counterfactual Learning to Rank Models: A Reproducibility Study
    SIGIR 2025 ·
    Zechun Niu
    ,
    Zhilin Zhang
    ,
    Jiaxin Mao
    ,
    Qingyao Ai
    , Ji-Rong Wen
  50. Irrational Complex Rotations Empower Low-bit Optimizers
    NeurIPS 2025 ·
    Zhen Tian
    ,
    Xin Zhao
    , Ji-Rong Wen
  51. KG-Agent: An Efficient Autonomous Agent Framework for Complex Reasoning over Knowledge Graph
    ACL 2025 ·
    Jinhao Jiang
    ,
    Kun Zhou
    ,
    Xin Zhao
    ,
    Yang Song
    ,
    Chen Zhu
    ,
    Hengshu Zhu
    , Ji-Rong Wen
  52. KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing
    SIGKDD 2025 ·
    Rui Li
    ,
    Quanyu Dai
    ,
    Zeyu Zhang
    ,
    Xu Chen
    ,
    Zhenhua Dong
    , Ji-Rong Wen
  53. LLM-Empowered Creator Simulation for Long-Term Evaluation of Recommender Systems Under Information Asymmetry
    SIGIR 2025 ·
    Xiaopeng Ye
    ,
    Chen Xu
    ,
    Zhongxiang Sun
    ,
    Jun Xu
    ,
    Gang Wang
    ,
    Zhenhua Dong
    , Ji-Rong Wen
  54. Large Language Diffusion Models
    NeurIPS 2025 ·
    Shen Nie
    ,
    Fengqi Zhu
    ,
    Zebin You
    ,
    Xiaolu Zhang
    ,
    Jingyang Ou
    ,
    Jun Hu
    ,
    Jun Zhou
    ,
    Yankai Lin
    , Ji-Rong Wen,
    Chongxuan Li
  55. Less is More: High-value Data Selection for Visual Instruction Tuning
    ACM MM 2025 ·
    Zikang Liu
    ,
    Kun Zhou
    ,
    Wayne Xin Zhao
    ,
    Dawei Gao
    ,
    Yaliang Li
    , Ji-Rong Wen
  56. MMATH: A Multilingual Benchmark for Mathematical Reasoning
    EMNLP 2025 ·
    Wenyang Luo
    ,
    Wayne Xin Zhao
    ,
    Jing Sha
    ,
    Shijin Wang
    , Ji-Rong Wen
  57. Masked Diffusion Models as Energy Minimization
    NeurIPS 2025 ·
    Sitong Chen
    ,
    Shen Nie
    ,
    Jiacheng Sun
    ,
    Zijin Feng
    ,
    Zhenguo Li
    , Ji-Rong Wen,
    Chongxuan Li
  58. MemSim: A Bayesian Simulator for Evaluating Memory of LLM-based Personal Assistants
    NeurIPS 2025 ·
    Zeyu Zhang
    ,
    Quanyu Dai
    ,
    Luyu Chen
    ,
    Zeren Jiang
    ,
    Rui Li
    ,
    Jieming Zhu
    ,
    Xu Chen
    ,
    Yi Xie
    ,
    Zhenhua Dong
    , Ji-Rong Wen
  59. Mix-CPT: A Domain Adaptation Framework via Decoupling Knowledge Learning and Format Alignment
    ICLR 2025 ·
    Jinhao Jiang
    ,
    Junyi Li
    ,
    Xin Zhao
    ,
    Yang Song
    ,
    Tao Zhang
    , Ji-Rong Wen
  60. MomentSeeker: A Task-Oriented Benchmark For Long-Video Moment Retrieval
    NeurIPS 2025 ·
    Huaying Yuan
    ,
    Jian Ni
    ,
    Zheng Liu
    ,
    Yueze Wang
    ,
    Junjie Zhou
    ,
    Zhengyang Liang
    ,
    Bo Zhao
    ,
    Zhao Cao
    , Ji-Rong Wen,
    Zhicheng Dou
  61. MultiPDENet: PDE-embedded Learning with Multi-time-stepping for Accelerated Flow Simulation
    ICML 2025 ·
    Qi Wang
    ,
    Yuan Mi
    ,
    Haoyun Wang
    ,
    Yi Zhang
    ,
    Ruizhi Chengze
    ,
    Hongsheng Liu
    , Ji-Rong Wen,
    Hao Sun
  62. NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search
    SIGIR 2025 ·
    Sunhao Dai
    ,
    Wenjie Wang
    ,
    Liang Pang
    ,
    Jun Xu
    ,
    See-Kiong Ng
    , Ji-Rong Wen,
    Tat-Seng Chua
  63. Neuro-Symbolic Query Compiler
    ACL 2025 ·
    Yuyao Zhang
    ,
    Zhicheng Dou
    ,
    Xiaoxi Li
    ,
    Jiajie Jin
    ,
    Yongkang Wu
    ,
    Zhonghua Li
    ,
    Ye Qi
    , Ji-Rong Wen
  64. Neuron based Personality Trait Induction in Large Language Models
    ICLR 2025 ·
    Jia Deng
    ,
    Tianyi Tang
    ,
    Yanbin Yin
    ,
    Wenhao Yang
    ,
    Xin Zhao
    , Ji-Rong Wen
  65. OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain
    EMNLP 2025 ·
    Shuting Wang
    ,
    Jiejun Tan
    ,
    Zhicheng Dou
    , Ji-Rong Wen
  66. One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models
    AAAI 2025 ·
    Yutao Zhu
    ,
    Zhaoheng Huang
    ,
    Zhicheng Dou
    , Ji-Rong Wen
  67. Perplexity Trap: PLM-Based Retrievers Overrate Low Perplexity Documents
    ICLR 2025 ·
    Haoyu Wang
    ,
    Sunhao Dai
    ,
    Haiyuan Zhao
    ,
    Liang Pang
    ,
    Xiao Zhang
    ,
    Gang Wang
    ,
    Zhenhua Dong
    ,
    Jun Xu
    , Ji-Rong Wen
  68. Progressive Multimodal Reasoning via Active Retrieval
    ACL 2025 ·
    Guanting Dong
    ,
    Chenghao Zhang
    ,
    Mengjie Deng
    ,
    Yutao Zhu
    ,
    Zhicheng Dou
    , Ji-Rong Wen
  69. RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation
    ACL 2025 ·
    Guanting Dong
    ,
    Jiajie Jin
    ,
    Xiaoxi Li
    ,
    Yutao Zhu
    ,
    Zhicheng Dou
    , Ji-Rong Wen
  70. Regulatory DNA Sequence Design with Reinforcement Learning
    ICLR 2025 ·
    Zhao Yang
    ,
    Bing Su
    ,
    Chuan Cao
    , Ji-Rong Wen
  71. Search-Based Interaction For Conversation Recommendation via Generative Reward Model Based Simulated User
    SIGIR 2025 ·
    Xiaolei Wang
    ,
    Chunxuan Xia
    ,
    Junyi Li
    ,
    Fanzhe Meng
    ,
    Lei Huang
    ,
    Jinpeng Wang
    ,
    Wayne Xin Zhao
    , Ji-Rong Wen
  72. Self-Calibrated Listwise Reranking with Large Language Models
    WWW 2025 ·
    Ruiyang Ren
    ,
    Yuhao Wang
    ,
    Kun Zhou
    ,
    Wayne Xin Zhao
    ,
    Wenjie Wang
    ,
    Jing Liu
    , Ji-Rong Wen,
    Tat-Seng Chua
  73. SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis
    EMNLP 2025 ·
    Shuang Sun
    ,
    Huatong Song
    ,
    Yuhao Wang
    ,
    Ruiyang Ren
    ,
    Jinhao Jiang
    ,
    Junjie Zhang
    ,
    Fei Bai
    ,
    Jia Deng
    ,
    Xin Zhao
    ,
    Zheng Liu
    ,
    Lei Fang
    ,
    Zhongyuan Wang
    , Ji-Rong Wen
  74. Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization
    EMNLP 2025 ·
    Yutao Zhu
    ,
    Jiajie Jin
    ,
    Hongjin Qian
    ,
    Zheng Liu
    ,
    Zhicheng Dou
    , Ji-Rong Wen
  75. Smart-Searcher: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning
    EMNLP 2025 ·
    Huatong Song
    ,
    Jinhao Jiang
    ,
    Wenqing Tian
    ,
    Zhipeng Chen
    ,
    Yuhuan Wu
    ,
    Jiahao Zhao
    ,
    Yingqian Min
    ,
    Xin Zhao
    ,
    Lei Fang
    , Ji-Rong Wen
  76. Sticker-TTS: Learn to Utilize Historical Experience with a Sticker-driven Test-Time Scaling Framework
    EMNLP 2025 ·
    Jie Chen
    ,
    Jinhao Jiang
    ,
    Yingqian Min
    ,
    Zican Dong
    ,
    Shijie Wang
    ,
    Wayne Xin Zhao
    , Ji-Rong Wen
  77. Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization
    ICLR 2025 ·
    Wenkai Yang
    ,
    Shiqi Shen
    ,
    Guangyao Shen
    ,
    Wei Yao
    ,
    Yong Liu
    ,
    Gong Zhi
    ,
    Yankai Lin
    , Ji-Rong Wen
  78. Test-Time Alignment with State Space Model for Tracking User Interest Shifts in Sequential Recommendation
    RecSys 2025 ·
    Changshuo Zhang
    ,
    Xiao Zhang
    ,
    Teng Shi
    ,
    Jun Xu
    , Ji-Rong Wen
  79. Think More, Hallucinate Less: Mitigating Hallucinations via Dual Process of Fast and Slow Thinking
    ACL 2025 ·
    Xiaoxue Cheng
    ,
    Junyi Li
    ,
    Xin Zhao
    , Ji-Rong Wen
  80. Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation
    AAAI 2025 ·
    Guanting Dong
    ,
    Xiaoshuai Song
    ,
    Yutao Zhu
    ,
    Runqi Qiao
    ,
    Zhicheng Dou
    , Ji-Rong Wen
  81. Towards Effective and Efficient Continual Pre-training of Large Language Models
    ACL 2025 ·
    Jie Chen
    ,
    Zhipeng Chen
    ,
    Jiapeng Wang
    ,
    Kun Zhou
    ,
    Yutao Zhu
    ,
    Jinhao Jiang
    ,
    Yingqian Min
    ,
    Xin Zhao
    ,
    Zhicheng Dou
    ,
    Jiaxin Mao
    ,
    Yankai Lin
    ,
    Ruihua Song
    ,
    Jun Xu
    ,
    Xu Chen
    ,
    Rui Yan
    ,
    Zhewei Wei
    ,
    Di Hu
    ,
    Wenbing Huang
    , Ji-Rong Wen
  82. TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System
    NAACL 2025 ·
    Zeyu Zhang
    ,
    Jianxun Lian
    ,
    Chen Ma
    ,
    Yaning Qu
    ,
    Ye Luo
    ,
    Lei Wang
    ,
    Rui Li
    ,
    Xu Chen
    ,
    Yankai Lin
    ,
    Le Wu
    ,
    Xing Xie
    , Ji-Rong Wen
  83. Uncertainty and Influence aware Reward Model Refinement for Reinforcement Learning from Human Feedback
    ICLR 2025 ·
    Zexu Sun
    ,
    Yiju Guo
    ,
    Yankai Lin
    ,
    Xu Chen
    ,
    Qi Qi
    ,
    Xing Tang
    ,
    Xiuqiang He
    , Ji-Rong Wen
  84. Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation
    WWW 2025 ·
    Guanting Dong
    ,
    Yutao Zhu
    ,
    Chenghao Zhang
    ,
    Zechen Wang
    , Ji-Rong Wen,
    Zhicheng Dou
  85. Uniform Attention Maps: Boosting Image Fidelity in Reconstruction and Editing
    WACV 2025 ·
    Wenyi Mo
    ,
    Tianyu Zhang
    ,
    Yalong Bai
    ,
    Bing Su
    , Ji-Rong Wen
  86. Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers
    AAAI 2025 ·
    Xinyu Tang
    ,
    Xiaolei Wang
    ,
    Wayne Xin Zhao
    ,
    Siyuan Lu
    ,
    Yaliang Li
    , Ji-Rong Wen
  87. ViFT: Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models
    EMNLP 2025 ·
    Zikang Liu
    ,
    Kun Zhou
    ,
    Wayne Xin Zhao
    ,
    Dawei Gao
    ,
    Yaliang Li
    , Ji-Rong Wen
  88. WebThinker: Empowering Large Reasoning Models with Deep Research Capability
    NeurIPS 2025 ·
    Xiaoxi Li
    ,
    Jiajie Jin
    ,
    Guanting Dong
    ,
    Hongjin Qian
    ,
    Yongkang Wu
    , Ji-Rong Wen,
    Yutao Zhu
    ,
    Zhicheng Dou
  89. YuLan-Mini: Pushing the Limits of Open Data-efficient Language Model
    ACL 2025 ·
    Yiwen Hu
    ,
    Huatong Song
    ,
    Jie Chen
    ,
    Jia Deng
    ,
    Jiapeng Wang
    ,
    Kun Zhou
    ,
    Yutao Zhu
    ,
    Jinhao Jiang
    ,
    Zican Dong
    ,
    Yang Lu
    ,
    Xu Miao
    ,
    Xin Zhao
    , Ji-Rong Wen
  90. Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation
    ICDE 2024 ·
    Bowen Zheng
    ,
    Yupeng Hou
    ,
    Hongyu Lu
    ,
    Yu Chen
    ,
    Wayne Xin Zhao
    ,
    Ming Chen
    , Ji-Rong Wen
  91. AgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems
    WWW 2024 ·
    Junjie Zhang
    ,
    Yupeng Hou
    ,
    Ruobing Xie
    ,
    Wenqi Sun
    ,
    Julian J. McAuley
    ,
    Wayne Xin Zhao
    ,
    Leyu Lin
    , Ji-Rong Wen
  92. An Analysis and Mitigation of the Reversal Curse
    EMNLP 2024 ·
    Ang Lv
    ,
    Kaiyi Zhang
    ,
    Shufang Xie
    ,
    Quan Tu
    ,
    Yuhan Chen
    , Ji-Rong Wen,
    Rui Yan
  93. AuriSRec: Adversarial User Intention Learning in Sequential Recommendation
    EMNLP 2024 ·
    Junjie Zhang
    ,
    Ruobing Xie
    ,
    Wenqi Sun
    ,
    Leyu Lin
    ,
    Xin Zhao
    , Ji-Rong Wen
  94. BASES: Large-scale Web Search User Simulation with Large Language Model based Agents
    EMNLP 2024 ·
    Ruiyang Ren
    ,
    Peng Qiu
    ,
    Yingqi Qu
    ,
    Jing Liu
    ,
    Xin Zhao
    ,
    Hua Wu
    , Ji-Rong Wen,
    Haifeng Wang
  95. Beyond Imitation: Leveraging Fine-grained Quality Signals for Alignment
    ICLR 2024 ·
    Geyang Guo
    ,
    Ranchi Zhao
    ,
    Tianyi Tang
    ,
    Xin Zhao
    , Ji-Rong Wen
  96. CL4DIV: A Contrastive Learning Framework for Search Result Diversification
    WSDM 2024 ·
    Zhirui Deng
    ,
    Zhicheng Dou
    ,
    Yutao Zhu
    , Ji-Rong Wen
  97. Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model
    ACL 2024 ·
    Zhiwei Li
    ,
    Ran Song
    ,
    Caihong Sun
    ,
    Wei Xu
    ,
    Zhengtao Yu
    , Ji-Rong Wen
  98. Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration
    ACL 2024 ·
    Sunhao Dai
    ,
    Weihao Liu
    ,
    Yuqi Zhou
    ,
    Liang Pang
    ,
    Rongju Ruan
    ,
    Gang Wang
    ,
    Zhenhua Dong
    ,
    Jun Xu
    , Ji-Rong Wen
  99. Counteracting Duration Bias in Video Recommendation via Counterfactual Watch Time
    SIGKDD 2024 ·
    Haiyuan Zhao
    ,
    Guohao Cai
    ,
    Jieming Zhu
    ,
    Zhenhua Dong
    ,
    Jun Xu
    , Ji-Rong Wen
  100. DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy
    ACL 2024 ·
    Hongda Sun
    ,
    Weikai Xu
    ,
    Wei Liu
    ,
    Jian Luan
    ,
    Bin Wang
    ,
    Shuo Shang
    , Ji-Rong Wen,
    Rui Yan
  101. Dynamic Prompt Optimizing for Text-to-Image Generation
    CVPR 2024 ·
    Wenyi Mo
    ,
    Tianyu Zhang
    ,
    Yalong Bai
    ,
    Bing Su
    , Ji-Rong Wen,
    Qing Yang
  102. EulerFormer: Sequential User Behavior Modeling with Complex Vector Attention
    SIGIR 2024 ·
    Zhen Tian
    ,
    Wayne Xin Zhao
    ,
    Changwang Zhang
    ,
    Zhongrui Ma
    , Ji-Rong Wen
  103. Exploring Context Window of Large Language Models via Decomposed Positional Vectors
    NeurIPS 2024 ·
    Zican Dong
    ,
    Junyi Li
    ,
    Xin Men
    ,
    Xin Zhao
    ,
    Bingning Wang
    ,
    Zhen Tian
    ,
    Weipeng Chen
    , Ji-Rong Wen
  104. INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning
    ACL 2024 ·
    Yutao Zhu
    ,
    Peitian Zhang
    ,
    Chenghao Zhang
    ,
    Yifei Chen
    ,
    Binyu Xie
    ,
    Zheng Liu
    , Ji-Rong Wen,
    Zhicheng Dou
  105. Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models
    ECCV 2024 ·
    Yifan Li
    ,
    Hangyu Guo
    ,
    Kun Zhou
    ,
    Wayne Xin Zhao
    , Ji-Rong Wen
  106. Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint
    ACL 2024 ·
    Zhipeng Chen
    ,
    Kun Zhou
    ,
    Xin Zhao
    ,
    Junchen Wan
    ,
    Fuzheng Zhang
    ,
    Di Zhang
    , Ji-Rong Wen
  107. JiuZhang3.0: Efficiently Improving Mathematical Reasoning by Training Small Data Synthesis Models
    NeurIPS 2024 ·
    Kun Zhou
    ,
    Beichen Zhang
    ,
    Jiapeng Wang
    ,
    Zhipeng Chen
    ,
    Xin Zhao
    ,
    Jing Sha
    ,
    Zhichao Sheng
    ,
    Shijin Wang
    , Ji-Rong Wen
  108. LLMBox: A Comprehensive Library for Large Language Models
    ACL 2024 ·
    Tianyi Tang
    ,
    Yiwen Hu
    ,
    Bingqian Li
    ,
    Wenyang Luo
    ,
    Zijing Qin
    ,
    Haoxiang Sun
    ,
    Jiapeng Wang
    ,
    Shiyi Xu
    ,
    Xiaoxue Cheng
    ,
    Geyang Guo
    ,
    Han Peng
    ,
    Bowen Zheng
    ,
    Yiru Tang
    ,
    Yingqian Min
    ,
    Yushuo Chen
    ,
    Jie Chen
    ,
    Ranchi Zhao
    ,
    Luran Ding
    ,
    Yuhao Wang
    ,
    Zican Dong
    ,
    Chunxuan Xia
    ,
    Junyi Li
    ,
    Kun Zhou
    ,
    Xin Zhao
    , Ji-Rong Wen
  109. Language-Specific Neurons: The Key to Multilingual Capabilities in Large Language Models
    ACL 2024 ·
    Tianyi Tang
    ,
    Wenyang Luo
    ,
    Haoyang Huang
    ,
    Dongdong Zhang
    ,
    Xiaolei Wang
    ,
    Xin Zhao
    ,
    Furu Wei
    , Ji-Rong Wen
  110. Large Language Model Powered Agents for Information Retrieval
    SIGIR 2024 ·
    An Zhang
    ,
    Yang Deng
    ,
    Yankai Lin
    ,
    Xu Chen
    , Ji-Rong Wen,
    Tat-Seng Chua
  111. Large Language Model Powered Agents in the Web
    WWW 2024 ·
    Yang Deng
    ,
    An Zhang
    ,
    Yankai Lin
    ,
    Xu Chen
    , Ji-Rong Wen,
    Tat-Seng Chua
  112. Large Language Model-based Human-Agent Collaboration for Complex Task Solving
    EMNLP 2024 ·
    Xueyang Feng
    ,
    Zhiyuan Chen
    ,
    Yujia Qin
    ,
    Yankai Lin
    ,
    Xu Chen
    ,
    Zhiyuan Liu
    , Ji-Rong Wen
  113. Learning Dynamic Multi-attribute Interest for Personalized Product Search
    EMNLP 2024 ·
    Yutong Bai
    ,
    Zhicheng Dou
    , Ji-Rong Wen
  114. Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models
    ACL 2024 ·
    Changyu Chen
    ,
    Xiting Wang
    ,
    Ting-En Lin
    ,
    Ang Lv
    ,
    Yuchuan Wu
    ,
    Xin Gao
    , Ji-Rong Wen,
    Rui Yan
    ,
    Yongbin Li
  115. Modeling User Attention in Music Recommendation
    ICDE 2024 ·
    Sunhao Dai
    ,
    Ninglu Shao
    ,
    Jieming Zhu
    ,
    Xiao Zhang
    ,
    Zhenhua Dong
    ,
    Jun Xu
    ,
    Quanyu Dai
    , Ji-Rong Wen
  116. Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment
    EMNLP 2024 ·
    Zhipeng Chen
    ,
    Kun Zhou
    ,
    Xin Zhao
    ,
    Jingyuan Wang
    , Ji-Rong Wen
  117. Optimizing Probabilistic Box Embeddings with Distance Measures
    ICDE 2024 ·
    Lang Mei
    ,
    Jiaxin Mao
    , Ji-Rong Wen
  118. P2C2Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics
    NeurIPS 2024 ·
    Qi Wang
    ,
    Pu Ren
    ,
    Hao Zhou
    ,
    Xin-Yang Liu
    ,
    Zhiwen Deng
    ,
    Yi Zhang
    ,
    Zeruizhi Cheng
    ,
    Hongsheng Liu
    ,
    Zidong Wang
    ,
    Jian-Xun Wang
    , Ji-Rong Wen,
    Hao Sun
    ,
    Yang Liu
  119. Promoting Two-sided Fairness with Adaptive Weights for Providers and Customers in Recommendation
    RecSys 2024 ·
    Lanling Xu
    ,
    Zihan Lin
    ,
    Jinpeng Wang
    ,
    Sheng Chen
    ,
    Wayne Xin Zhao
    , Ji-Rong Wen
  120. REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering
    EMNLP 2024 ·
    Yuhao Wang
    ,
    Ruiyang Ren
    ,
    Junyi Li
    ,
    Xin Zhao
    ,
    Jing Liu
    , Ji-Rong Wen
  121. Reflective Multi-Agent Collaboration based on Large Language Models
    NeurIPS 2024 ·
    Xiaohe Bo
    ,
    Zeyu Zhang
    ,
    Quanyu Dai
    ,
    Xueyang Feng
    ,
    Lei Wang
    ,
    Rui Li
    ,
    Xu Chen
    , Ji-Rong Wen
  122. Rotative Factorization Machines
    SIGKDD 2024 ·
    Zhen Tian
    ,
    Yuhong Shi
    ,
    Xiangkun Wu
    ,
    Wayne Xin Zhao
    , Ji-Rong Wen
  123. Scaling Law of Large Sequential Recommendation Models
    RecSys 2024 ·
    Gaowei Zhang
    ,
    Yupeng Hou
    ,
    Hongyu Lu
    ,
    Yu Chen
    ,
    Wayne Xin Zhao
    , Ji-Rong Wen
  124. Small Agent Can Also Rock! Empowering Small Language Models as Hallucination Detector
    EMNLP 2024 ·
    Xiaoxue Cheng
    ,
    Junyi Li
    ,
    Xin Zhao
    ,
    Hongzhi Zhang
    ,
    Fuzheng Zhang
    ,
    Di Zhang
    ,
    Kun Gai
    , Ji-Rong Wen
  125. Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs
    ACL 2024 ·
    Jiejun Tan
    ,
    Zhicheng Dou
    ,
    Yutao Zhu
    ,
    Peidong Guo
    ,
    Kun Fang
    , Ji-Rong Wen
  126. StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses
    NeurIPS 2024 ·
    Jianan Li
    ,
    Quan Tu
    ,
    Cunli Mao
    ,
    Zhengtao Yu
    , Ji-Rong Wen,
    Rui Yan
  127. The Dawn After the Dark: An Empirical Study on Factuality Hallucination in Large Language Models
    ACL 2024 ·
    Junyi Li
    ,
    Jie Chen
    ,
    Ruiyang Ren
    ,
    Xiaoxue Cheng
    ,
    Xin Zhao
    ,
    Jian-Yun Nie
    , Ji-Rong Wen
  128. Towards Completeness-Oriented Tool Retrieval for Large Language Models
    CIKM 2024 ·
    Changle Qu
    ,
    Sunhao Dai
    ,
    Xiaochi Wei
    ,
    Hengyi Cai
    ,
    Shuaiqiang Wang
    ,
    Dawei Yin
    ,
    Jun Xu
    , Ji-Rong Wen
  129. Unlocking Data-free Low-bit Quantization with Matrix Decomposition for KV Cache Compression
    ACL 2024 ·
    Peiyu Liu
    ,
    Ze-Feng Gao
    ,
    Xin Zhao
    ,
    Yipeng Ma
    ,
    Tao Wang
    , Ji-Rong Wen
  130. Unlocking the Power of Spatial and Temporal Information in Medical Multimodal Pre-training
    ICML 2024 ·
    Jinxia Yang
    ,
    Bing Su
    ,
    Xin Zhao
    , Ji-Rong Wen
  131. Unveiling the Flaws: Exploring Imperfections in Synthetic Data and Mitigation Strategies for Large Language Models
    EMNLP 2024 ·
    Jie Chen
    ,
    Yupeng Zhang
    ,
    Bingning Wang
    ,
    Xin Zhao
    , Ji-Rong Wen,
    Weipeng Chen
  132. Your Career Path Matters in Person-Job Fit
    AAAI 2024 ·
    Zhuocheng Gong
    ,
    Yang Song
    ,
    Tao Zhang
    , Ji-Rong Wen,
    Dongyan Zhao
    ,
    Rui Yan