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
DBLP profile ↗ORCID search ↗
×5
Hongda Sun
DBLP profile ↗ORCID search ↗
×5
Songhao Wu
DBLP profile ↗ORCID search ↗
×4
Qizhi Pei
DBLP profile ↗ORCID search ↗
×4
Chuanqi Cheng
DBLP profile ↗ORCID search ↗
×4
Zhuocheng Gong
DBLP profile ↗ORCID search ↗
×4
Jianan Li
DBLP profile ↗ORCID search ↗
×3
Xiaoqing Zhang
DBLP profile ↗ORCID search ↗
×3
Yuhan Liu
DBLP profile ↗ORCID search ↗
×3
Tingchen Fu
DBLP profile ↗ORCID search ↗
×3
Song Jin
DBLP profile ↗ORCID search ↗
×2
Kaiyi Zhang
DBLP profile ↗ORCID search ↗
×2

Papers

  1. Data Pollination: An Emergent Ecological Process Driving AI Population Evolution
    ACL 2026 ·
    Shufang Xie
    DBLP profile ↗ORCID search ↗
  2. DiningBench: A Hierarchical Multi-view Benchmark for Perception and Reasoning in the Dietary Domain
    ACL 2026 ·
    Song Jin
    DBLP profile ↗ORCID search ↗
  3. From 1, 000, 000 Users to Every User: Scaling Up Personalized Preference for User-level Alignment
    ACL 2026 ·
    Jia-Nan Li
    DBLP profile ↗ORCID search ↗
  4. From Style to Story: A Curriculum Learning Approach for Imitative Novel Generation
    ACL 2026 ·
    Xueran Han
    DBLP profile ↗ORCID search ↗
  5. StepHint: Multi-level Stepwise Hints Enhance Reinforcement Learning to Reason
    ACL 2026 ·
    Kaiyi Zhang
    DBLP profile ↗ORCID search ↗
  6. Union-of-Experts: Neurons in Mixture-of-Experts are Secretly Routers
    ACL 2026 ·
    Songhao Wu
    DBLP profile ↗ORCID search ↗
  7. When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection
    ACL 2026 ·
    Lang Gao
    DBLP profile ↗ORCID search ↗
  8. 2D-TPE: Two-Dimensional Positional Encoding Enhances Table Understanding for Large Language Models
    WWW 2025 ·
    Jia-Nan Li
    DBLP profile ↗ORCID search ↗
  9. 3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling
    ICLR 2025 ·
    Qizhi Pei
    DBLP profile ↗ORCID search ↗
  10. Autonomy-of-Experts Models
    ICML 2025 ·
    Ang Lv
    DBLP profile ↗ORCID search ↗
  11. Beyond Static Testbeds: An Interaction-Centric Agent Simulation Platform for Dynamic Recommender Systems
    EMNLP 2025 ·
    Song Jin
    DBLP profile ↗ORCID search ↗
  12. BiDeV: Bilateral Defusing Verification for Complex Claim Fact-Checking
    AAAI 2025 ·
    Yuxuan Liu
    DBLP profile ↗ORCID search ↗
  13. CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback
    EMNLP 2025 ·
    Yifan Wang
    DBLP profile ↗ORCID search ↗
  14. DNASpeech: A Contextualized and Situated Text-to-Speech Dataset with Dialogues, Narratives and Actions
    ACL 2025 ·
    Chuanqi Cheng
    DBLP profile ↗ORCID search ↗
  15. Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment
    ACL 2025 ·
    Hongda Sun
    DBLP profile ↗ORCID search ↗
  16. GETMusic: Generating Music Tracks with a Unified Representation and Diffusion Framework
    IJCAI 2025 ·
    Ang Lv
    DBLP profile ↗ORCID search ↗
  17. Injecting Domain-Specific Knowledge into Large Language Models: A Comprehensive Survey
    EMNLP 2025 ·
    Zirui Song
    DBLP profile ↗ORCID search ↗
  18. Language Models "Grok" to Copy
    NAACL 2025 ·
    Ang Lv
    DBLP profile ↗ORCID search ↗
  19. LoRA-Gen: Specializing Large Language Model via Online LoRA Generation
    ICML 2025 ·
    Yicheng Xiao
    DBLP profile ↗ORCID search ↗
  20. Luoling: An Immersive Cross-Modal Interactive Poem Creation Factory through Multi-Agent Collaboration
    WWW 2025 ·
    Tao Tan
    DBLP profile ↗ORCID search ↗
  21. MathFusion: Enhancing Mathematical Problem-solving of LLM through Instruction Fusion
    ACL 2025 ·
    Qizhi Pei
    DBLP profile ↗ORCID search ↗
  22. MobileSteward: Integrating Multiple App-Oriented Agents with Self-Evolution to Automate Cross-App Instructions
    SIGKDD 2025 ·
    Yuxuan Liu
    DBLP profile ↗ORCID search ↗
  23. MockLLM: A Multi-Agent Behavior Collaboration Framework for Online Job Seeking and Recruiting
    SIGKDD 2025 ·
    Hongda Sun
    DBLP profile ↗ORCID search ↗
  24. More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives
    ACL 2025 ·
    Xiaoqing Zhang
    DBLP profile ↗ORCID search ↗
  25. PEAR: Position-Embedding-Agnostic Attention Re-weighting Enhances Retrieval-Augmented Generation with Zero Inference Overhead
    WWW 2025 ·
    Tao Tan
    DBLP profile ↗ORCID search ↗
  26. PolarQuant: Leveraging Polar Transformation for Key Cache Quantization and Decoding Acceleration
    NeurIPS 2025 ·
    Songhao Wu
    DBLP profile ↗ORCID search ↗
  27. SAGraph: A Large-Scale Social Graph Dataset with Comprehensive Context for Influencer Selection in Marketing
    SIGIR 2025 ·
    Xiaoqing Zhang
    DBLP profile ↗ORCID search ↗
  28. Scaling Video-Language Models to 10K Frames via Hierarchical Differential Distillation
    ICML 2025 ·
    Chuanqi Cheng
    DBLP profile ↗ORCID search ↗
  29. The Stepwise Deception: Simulating the Evolution from True News to Fake News with LLM Agents
    EMNLP 2025 ·
    Yuhan Liu
    DBLP profile ↗ORCID search ↗
  30. The Truth Becomes Clearer Through Debate! Multi-Agent Systems with Large Language Models Unmask Fake News
    SIGIR 2025 ·
    Yuhan Liu
    DBLP profile ↗ORCID search ↗
  31. Thinking Before Running! Efficient Code Generation with Thorough Exploration and Optimal Refinement
    ACL 2025 ·
    Xiaoqing Zhang
    DBLP profile ↗ORCID search ↗
  32. Towards Effective and Efficient Continual Pre-training of Large Language Models
    ACL 2025 ·
    Jie Chen
    DBLP profile ↗ORCID search ↗
  33. Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts
    NAACL 2025 ·
    Tingchen Fu
    DBLP profile ↗ORCID search ↗
  34. Weaving Context Across Images: Improving Vision-Language Models through Focus-Centric Visual Chains
    ACL 2025 ·
    Juntian Zhang
    DBLP profile ↗ORCID search ↗
  35. "In-Dialogues We Learn": Towards Personalized Dialogue Without Pre-defined Profiles through In-Dialogue Learning
    EMNLP 2024 ·
    Chuanqi Cheng
    DBLP profile ↗ORCID search ↗
  36. An Analysis and Mitigation of the Reversal Curse
    EMNLP 2024 ·
    Ang Lv
    DBLP profile ↗ORCID search ↗
  37. Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning
    ACL 2024 ·
    Kaiyi Zhang
    DBLP profile ↗ORCID search ↗
  38. BioT5+: Towards Generalized Biological Understanding with IUPAC Integration and Multi-task Tuning
    ACL 2024 ·
    Qizhi Pei
    DBLP profile ↗ORCID search ↗
  39. Bridge the Gap between Past and Future: Siamese Model Optimization for Context-Aware Document Ranking
    CIKM 2024 ·
    Songhao Wu
    DBLP profile ↗ORCID search ↗
  40. Bridging the Space Gap: Unifying Geometry Knowledge Graph Embedding with Optimal Transport
    WWW 2024 ·
    Yuhan Liu
    DBLP profile ↗ORCID search ↗
  41. CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction
    NeurIPS 2024 ·
    Shuqi Li
    DBLP profile ↗ORCID search ↗
  42. CharacterEval: A Chinese Benchmark for Role-Playing Conversational Agent Evaluation
    ACL 2024 ·
    Quan Tu
    DBLP profile ↗ORCID search ↗
  43. Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference
    AAAI 2024 ·
    Hongda Sun
    DBLP profile ↗ORCID search ↗
  44. CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment
    ACL 2024 ·
    Jixiang Hong
    DBLP profile ↗ORCID search ↗
  45. DetermLR: Augmenting LLM-based Logical Reasoning from Indeterminacy to Determinacy
    ACL 2024 ·
    Hongda Sun
    DBLP profile ↗ORCID search ↗
  46. Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction
    ACL 2024 ·
    Tingchen Fu
    DBLP profile ↗ORCID search ↗
  47. Empathetic Response Generation with Relation-aware Commonsense Knowledge
    WSDM 2024 ·
    Changyu Chen
    DBLP profile ↗ORCID search ↗
  48. Enhancing Job Recommendation through LLM-Based Generative Adversarial Networks
    AAAI 2024 ·
    Yingpeng Du
    DBLP profile ↗ORCID search ↗
  49. Exploiting Pre-trained Models for Drug Target Affinity Prediction with Nearest Neighbors
    CIKM 2024 ·
    Qizhi Pei
    DBLP profile ↗ORCID search ↗
  50. Flexible and Adaptable Summarization via Expertise Separation
    SIGIR 2024 ·
    Xiuying Chen
    DBLP profile ↗ORCID search ↗
  51. Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use
    ACL 2024 ·
    Yuhan Chen
    DBLP profile ↗ORCID search ↗
  52. From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News
    IJCAI 2024 ·
    Yuhan Liu
    DBLP profile ↗ORCID search ↗
  53. From the Least to the Most: Building a Plug-and-Play Visual Reasoner via Data Synthesis
    EMNLP 2024 ·
    Chuanqi Cheng
    DBLP profile ↗ORCID search ↗
  54. Graph-Structured Speculative Decoding
    ACL 2024 ·
    Zhuocheng Gong
    DBLP profile ↗ORCID search ↗
  55. Harnessing Multi-Role Capabilities of Large Language Models for Open-Domain Question Answering
    WWW 2024 ·
    Hongda Sun
    DBLP profile ↗ORCID search ↗
  56. Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models
    ACL 2024 ·
    Changyu Chen
    DBLP profile ↗ORCID search ↗
  57. Mixture of In-Context Experts Enhance LLMs' Long Context Awareness
    NeurIPS 2024 ·
    Hongzhan Lin
    DBLP profile ↗ORCID search ↗
  58. Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules
    EMNLP 2024 ·
    Zhuocheng Gong
    DBLP profile ↗ORCID search ↗
  59. Mobile-Bench: An Evaluation Benchmark for LLM-based Mobile Agents
    ACL 2024 ·
    Shihan Deng
    DBLP profile ↗ORCID search ↗
  60. Re-creation of Creations: A New Paradigm for Lyric-to-Melody Generation
    IJCAI 2024 ·
    Ang Lv
    DBLP profile ↗ORCID search ↗
  61. SCALE: Synergized Collaboration of Asymmetric Language Translation Engines
    ACL 2024 ·
    Xin Cheng
    DBLP profile ↗ORCID search ↗
  62. StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses
    NeurIPS 2024 ·
    Jianan Li
    DBLP profile ↗ORCID search ↗
  63. The Reasonableness Behind Unreasonable Translation Capability of Large Language Model
    ICLR 2024 ·
    Tingchen Fu
    DBLP profile ↗ORCID search ↗
  64. Unify Graph Learning with Text: Unleashing LLM Potentials for Session Search
    WWW 2024 ·
    Songhao Wu
    DBLP profile ↗ORCID search ↗
  65. What Makes Quantization for Large Language Model Hard? An Empirical Study from the Lens of Perturbation
    AAAI 2024 ·
    Zhuocheng Gong
    DBLP profile ↗ORCID search ↗
  66. Your Career Path Matters in Person-Job Fit
    AAAI 2024 ·
    Zhuocheng Gong
    DBLP profile ↗ORCID search ↗