PPaperPicks

Rui Yan

Peking University, Center for Data Science, Beijing, China

66 papers at tracked venues · 50 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3356-6823 ↗Homepage ↗

Venues

ACL ×25EMNLP ×8WWW ×6AAAI ×5NeurIPS ×4ICML ×3IJCAI ×3SIGIR ×3CIKM ×2ICLR ×2NAACL ×2SIGKDD ×2WSDM ×1

Frequent coauthors

Ang Lv
×16
Xiuying Chen
×11
Yuhan Liu
×10
Hongda Sun
×10
Shuo Shang
×10
Songhao Wu
×8
Quan Tu
×8
Xin Gao
×7
Wei Wu
×6
Chuanqi Cheng
×6
Xiaoqing Zhang
×6
Ji-Rong Wen
×6

Papers

  1. Data Pollination: An Emergent Ecological Process Driving AI Population Evolution
    ACL 2026 ·
    Shufang Xie
    ,
    Qizhi Pei
    ,
    Ang Lv
    ,
    Jingyang Hu
    ,
    Lijun Wu
    , Rui Yan
  2. DiningBench: A Hierarchical Multi-view Benchmark for Perception and Reasoning in the Dietary Domain
    ACL 2026 ·
    Song Jin
    ,
    Juntian Zhang
    ,
    Xun Zhang
    ,
    Zeying Tian
    ,
    Fei Jiang
    ,
    Guojun Yin
    ,
    Wei Lin
    ,
    Yong Liu
    , Rui Yan
  3. From 1, 000, 000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment
    ACL 2026 ·
    Jia-Nan Li
    ,
    Jian Guan
    ,
    Songhao Wu
    ,
    Wei Wu
    , Rui Yan
  4. From Style to Story: A Curriculum Learning Approach for Imitative Novel Generation
    ACL 2026 ·
    Xueran Han
    ,
    Yuhan Liu
    ,
    Mingzhe Li
    ,
    Wei Liu
    ,
    Sen Hu
    , Rui Yan,
    Zhiqiang Xu
    ,
    Xiuying Chen
  5. StepHint: Multi-level Stepwise Hints Enhance Reinforcement Learning to Reason
    ACL 2026 ·
    Kaiyi Zhang
    ,
    Ang Lv
    ,
    Jinpeng Li
    ,
    Yongbo Wang
    ,
    Feng Wang
    ,
    Haoyuan Hu
    , Rui Yan
  6. Union-of-Experts: Neurons in Mixture-of-Experts are Secretly Routers
    ACL 2026 ·
    Songhao Wu
    ,
    Ang Lv
    ,
    Ruobing Xie
    ,
    Samm Sun
    ,
    Di Wang
    , Rui Yan,
    Yankai Lin
  7. When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection
    ACL 2026 ·
    Lang Gao
    ,
    Xuhui Li
    ,
    Chenxi Wang
    ,
    Mingzhe Li
    ,
    Wei Liu
    ,
    Zirui Song
    ,
    Jinghui Zhang
    , Rui Yan,
    Preslav Nakov
    ,
    Xiuying Chen
  8. 2D-TPE: Two-Dimensional Positional Encoding Enhances Table Understanding for Large Language Models
    WWW 2025 ·
    Jia-Nan Li
    ,
    Jian Guan
    ,
    Wei Wu
    ,
    Zhengtao Yu
    , Rui Yan
  9. 3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling
    ICLR 2025 ·
    Qizhi Pei
    , Rui Yan,
    Kaiyuan Gao
    ,
    Jinhua Zhu
    ,
    Lijun Wu
  10. Autonomy-of-Experts Models
    ICML 2025 ·
    Ang Lv
    ,
    Ruobing Xie
    ,
    Yining Qian
    ,
    Songhao Wu
    ,
    Xingwu Sun
    ,
    Zhanhui Kang
    ,
    Di Wang
    , Rui Yan
  11. Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems
    EMNLP 2025 ·
    Song Jin
    ,
    Juntian Zhang
    ,
    Yuhan Liu
    ,
    Xun Zhang
    ,
    Yufei Zhang
    ,
    Guojun Yin
    ,
    Fei Jiang
    ,
    Wei Lin
    , Rui Yan
  12. BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking
    AAAI 2025 ·
    Yuxuan Liu
    ,
    Hongda Sun
    ,
    Wenya Guo
    ,
    Xinyan Xiao
    ,
    Cunli Mao
    ,
    Zhengtao Yu
    , Rui Yan
  13. CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback
    EMNLP 2025 ·
    Yifan Wang
    ,
    Shen Gao
    ,
    Jiabao Fang
    , Rui Yan,
    Billy Chiu
    ,
    Shuo Shang
  14. DNASpeech: A Contextualized and Situated Text-to-Speech Dataset with Dialogues, Narratives and Actions
    ACL 2025 ·
    Chuanqi Cheng
    ,
    Hongda Sun
    ,
    Bo Du
    ,
    Shuo Shang
    ,
    Xinrong Hu
    , Rui Yan
  15. Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment
    ACL 2025 ·
    Hongda Sun
    ,
    Jiaren Peng
    ,
    Wenzhong Yang
    ,
    Liang He
    ,
    Bo Du
    , Rui Yan
  16. GETMusic: Generating Music Tracks with a Unified Representation and Diffusion Framework
    IJCAI 2025 ·
    Ang Lv
    ,
    Xu Tan
    ,
    Peiling Lu
    ,
    Wei Ye
    ,
    Shikun Zhang
    ,
    Jiang Bian
    , Rui Yan
  17. Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey
    EMNLP 2025 ·
    Zirui Song
    ,
    Bin Yan
    ,
    Yuhan Liu
    ,
    Miao Fang
    ,
    Mingzhe Li
    , Rui Yan,
    Xiuying Chen
  18. Language Models "Grok" to Copy
    NAACL 2025 ·
    Ang Lv
    ,
    Ruobing Xie
    ,
    Xingwu Sun
    ,
    Zhanhui Kang
    , Rui Yan
  19. LoRA-Gen: Specializing Large Language Model via Online LoRA Generation
    ICML 2025 ·
    Yicheng Xiao
    ,
    Lin Song
    , Rui Yan,
    Cheng Cheng
    ,
    Yixiao Ge
    ,
    Xiu Li
    ,
    Ying Shan
  20. Luoling: An Immersive Cross-Modal Interactive Poem Creation Factory through Multi-Agent Collaboration
    WWW 2025 ·
    Tao Tan
    ,
    Quan Tu
    ,
    Songhao Wu
    ,
    Hongda Sun
    ,
    Chuanqi Cheng
    ,
    Weikai Xu
    , Rui Yan
  21. MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion
    ACL 2025 ·
    Qizhi Pei
    ,
    Lijun Wu
    ,
    Zhuoshi Pan
    ,
    Yu Li
    ,
    Honglin Lin
    ,
    Chenlin Ming
    ,
    Xin Gao
    ,
    Conghui He
    , Rui Yan
  22. MobileSteward: Integrating Multiple App-Oriented Agents with Self-Evolution to Automate Cross-App Instructions
    SIGKDD 2025 ·
    Yuxuan Liu
    ,
    Hongda Sun
    ,
    Wei Liu
    ,
    Jian Luan
    ,
    Bo Du
    , Rui Yan
  23. MockLLM: A Multi-Agent Behavior Collaboration Framework for Online Job Seeking and Recruiting
    SIGKDD 2025 ·
    Hongda Sun
    ,
    Hongzhan Lin
    ,
    Haiyu Yan
    ,
    Yang Song
    ,
    Xin Gao
    , Rui Yan
  24. More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives
    ACL 2025 ·
    Xiaoqing Zhang
    ,
    Ang Lv
    ,
    Yuhan Liu
    ,
    Flood Sung
    ,
    Wei Liu
    ,
    Jian Luan
    ,
    Shuo Shang
    ,
    Xiuying Chen
    , Rui Yan
  25. PEAR: Position-Embedding-Agnostic Attention Re-weighting Enhances Retrieval-Augmented Generation with Zero Inference Overhead
    WWW 2025 ·
    Tao Tan
    ,
    Yining Qian
    ,
    Ang Lv
    ,
    Hongzhan Lin
    ,
    Songhao Wu
    ,
    Yongbo Wang
    ,
    Feng Wang
    ,
    Jingtong Wu
    ,
    Xin Lu
    , Rui Yan
  26. PolarQuant: Leveraging Polar Transformation for Key Cache Quantization and Decoding Acceleration
    NeurIPS 2025 ·
    Songhao Wu
    ,
    Ang Lv
    ,
    Xiao Feng
    ,
    Yufei Zhang
    ,
    Xun Zhang
    ,
    Guojun Yin
    ,
    Wei Lin
    , Rui Yan
  27. SAGraph: A Large-Scale Social Graph Dataset with Comprehensive Context for Influencer Selection in Marketing
    SIGIR 2025 ·
    Xiaoqing Zhang
    ,
    Yuhan Liu
    ,
    Jianzhou Wang
    ,
    Zhenxing Hu
    ,
    Xiuying Chen
    , Rui Yan
  28. Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation
    ICML 2025 ·
    Chuanqi Cheng
    ,
    Jian Guan
    ,
    Wei Wu
    , Rui Yan
  29. The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents
    EMNLP 2025 ·
    Yuhan Liu
    ,
    Zirui Song
    ,
    Juntian Zhang
    ,
    Xiaoqing Zhang
    ,
    Xiuying Chen
    , Rui Yan
  30. The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake News
    SIGIR 2025 ·
    Yuhan Liu
    ,
    Yuxuan Liu
    ,
    Xiaoqing Zhang
    ,
    Xiuying Chen
    , Rui Yan
  31. Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement
    ACL 2025 ·
    Xiaoqing Zhang
    ,
    Yuhan Liu
    ,
    Flood Sung
    ,
    Xiuying Chen
    ,
    Shuo Shang
    , Rui Yan
  32. 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
  33. Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts
    NAACL 2025 ·
    Tingchen Fu
    ,
    Yupeng Hou
    ,
    Julian J. McAuley
    , Rui Yan
  34. Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains
    ACL 2025 ·
    Juntian Zhang
    ,
    Chuanqi Cheng
    ,
    Yuhan Liu
    ,
    Wei Liu
    ,
    Jian Luan
    , Rui Yan
  35. "In-Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning
    EMNLP 2024 ·
    Chuanqi Cheng
    ,
    Quan Tu
    ,
    Wei Wu
    ,
    Shuo Shang
    ,
    Cunli Mao
    ,
    Zhengtao Yu
    , Rui Yan
  36. 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
  37. Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning
    ACL 2024 ·
    Kaiyi Zhang
    ,
    Ang Lv
    ,
    Yuhan Chen
    ,
    Hansen Ha
    ,
    Tao Xu
    , Rui Yan
  38. BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning
    ACL 2024 ·
    Qizhi Pei
    ,
    Lijun Wu
    ,
    Kaiyuan Gao
    ,
    Xiaozhuan Liang
    ,
    Yin Fang
    ,
    Jinhua Zhu
    ,
    Shufang Xie
    ,
    Tao Qin
    , Rui Yan
  39. Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking
    CIKM 2024 ·
    Songhao Wu
    ,
    Quan Tu
    ,
    Mingjie Zhong
    ,
    Hong Liu
    ,
    Jia Xu
    ,
    Jinjie Gu
    , Rui Yan
  40. Bridging the Space Gap: Unifying Geometry Knowledge Graph Embedding with Optimal Transport
    WWW 2024 ·
    Yuhan Liu
    ,
    Zelin Cao
    ,
    Xing Gao
    ,
    Ji Zhang
    , Rui Yan
  41. CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction
    NeurIPS 2024 ·
    Shuqi Li
    ,
    Yuebo Sun
    ,
    Yuxin Lin
    ,
    Xin Gao
    ,
    Shuo Shang
    , Rui Yan
  42. CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation
    ACL 2024 ·
    Quan Tu
    ,
    Shilong Fan
    ,
    Zihang Tian
    ,
    Tianhao Shen
    ,
    Shuo Shang
    ,
    Xin Gao
    , Rui Yan
  43. Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference
    AAAI 2024 ·
    Hongda Sun
    ,
    Hongzhan Lin
    , Rui Yan
  44. CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment
    ACL 2024 ·
    Jixiang Hong
    ,
    Quan Tu
    ,
    Changyu Chen
    ,
    Gao Xing
    ,
    Ji Zhang
    , Rui Yan
  45. 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
  46. Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction
    ACL 2024 ·
    Tingchen Fu
    ,
    Deng Cai
    ,
    Lemao Liu
    ,
    Shuming Shi
    , Rui Yan
  47. Empathetic Response Generation with Relation-aware Commonsense Knowledge
    WSDM 2024 ·
    Changyu Chen
    ,
    Yanran Li
    ,
    Chen Wei
    ,
    Jianwei Cui
    ,
    Bin Wang
    , Rui Yan
  48. Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks
    AAAI 2024 ·
    Yingpeng Du
    ,
    Di Luo
    , Rui Yan,
    Xiaopei Wang
    ,
    Hongzhi Liu
    ,
    Hengshu Zhu
    ,
    Yang Song
    ,
    Jie Zhang
  49. Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors
    CIKM 2024 ·
    Qizhi Pei
    ,
    Lijun Wu
    ,
    Zhenyu He
    ,
    Jinhua Zhu
    ,
    Yingce Xia
    ,
    Shufang Xie
    , Rui Yan
  50. Flexible and Adaptable Summarization via Expertise Separation
    SIGIR 2024 ·
    Xiuying Chen
    ,
    Mingzhe Li
    ,
    Shen Gao
    ,
    Xin Cheng
    ,
    Qingqing Zhu
    , Rui Yan,
    Xin Gao
    ,
    Xiangliang Zhang
  51. Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use
    ACL 2024 ·
    Yuhan Chen
    ,
    Ang Lv
    ,
    Ting-En Lin
    ,
    Changyu Chen
    ,
    Yuchuan Wu
    ,
    Fei Huang
    ,
    Yongbin Li
    , Rui Yan
  52. From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News
    IJCAI 2024 ·
    Yuhan Liu
    ,
    Xiuying Chen
    ,
    Xiaoqing Zhang
    ,
    Xing Gao
    ,
    Ji Zhang
    , Rui Yan
  53. From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis
    EMNLP 2024 ·
    Chuanqi Cheng
    ,
    Jian Guan
    ,
    Wei Wu
    , Rui Yan
  54. Graph-Structured Speculative Decoding
    ACL 2024 ·
    Zhuocheng Gong
    ,
    Jiahao Liu
    ,
    Ziyue Wang
    ,
    Pengfei Wu
    ,
    Jingang Wang
    ,
    Xunliang Cai
    ,
    Dongyan Zhao
    , Rui Yan
  55. Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering
    WWW 2024 ·
    Hongda Sun
    ,
    Yuxuan Liu
    ,
    Chengwei Wu
    ,
    Haiyu Yan
    ,
    Cheng Tai
    ,
    Xin Gao
    ,
    Shuo Shang
    , Rui Yan
  56. 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
  57. Mixture of In-Context Experts Enhance LLMs' Long Context Awareness
    NeurIPS 2024 ·
    Hongzhan Lin
    ,
    Ang Lv
    ,
    Yuhan Chen
    ,
    Chen Zhu
    ,
    Yang Song
    ,
    Hengshu Zhu
    , Rui Yan
  58. Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules
    EMNLP 2024 ·
    Zhuocheng Gong
    ,
    Ang Lv
    ,
    Jian Guan
    ,
    Wei Wu
    ,
    Huishuai Zhang
    ,
    Minlie Huang
    ,
    Dongyan Zhao
    , Rui Yan
  59. Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents
    ACL 2024 ·
    Shihan Deng
    ,
    Weikai Xu
    ,
    Hongda Sun
    ,
    Wei Liu
    ,
    Tao Tan
    ,
    Jianfeng Liu
    ,
    Ang Li
    ,
    Jian Luan
    ,
    Bin Wang
    , Rui Yan,
    Shuo Shang
  60. Re-creation of Creations: A New Paradigm for Lyric-to-Melody Generation
    IJCAI 2024 ·
    Ang Lv
    ,
    Xu Tan
    ,
    Tao Qin
    ,
    Tie-Yan Liu
    , Rui Yan
  61. SCALE: Synergized Collaboration of Asymmetric Language Translation Engines
    ACL 2024 ·
    Xin Cheng
    ,
    Xun Wang
    ,
    Tao Ge
    ,
    Si-Qing Chen
    ,
    Furu Wei
    ,
    Dongyan Zhao
    , Rui Yan
  62. 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
  63. The Reasonableness Behind Unreasonable Translation Capability of Large Language Model
    ICLR 2024 ·
    Tingchen Fu
    ,
    Lemao Liu
    ,
    Deng Cai
    ,
    Guoping Huang
    ,
    Shuming Shi
    , Rui Yan
  64. Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search
    WWW 2024 ·
    Songhao Wu
    ,
    Quan Tu
    ,
    Hong Liu
    ,
    Jia Xu
    ,
    Zhongyi Liu
    ,
    Guannan Zhang
    ,
    Ran Wang
    ,
    Xiuying Chen
    , Rui Yan
  65. What Makes Quantization for Large Language Model Hard? An Empirical Study from the Lens of Perturbation
    AAAI 2024 ·
    Zhuocheng Gong
    ,
    Jiahao Liu
    ,
    Jingang Wang
    ,
    Xunliang Cai
    ,
    Dongyan Zhao
    , Rui Yan
  66. Your Career Path Matters in Person-Job Fit
    AAAI 2024 ·
    Zhuocheng Gong
    ,
    Yang Song
    ,
    Tao Zhang
    ,
    Ji-Rong Wen
    ,
    Dongyan Zhao
    , Rui Yan