PPaperPicks

Weiming Lu

Zhejiang University, College of Computer Science and Technology, China

40 papers at tracked venues · 31 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0200-9215 ↗Homepage ↗

Venues

ACL ×20EMNLP ×7AAAI ×5NeurIPS ×4NAACL ×2ACM MM ×1ICCV ×1

Frequent coauthors

Yongliang Shen
×31
Wenqi Zhang
×21
Yueting Zhuang
×15
Guiyang Hou
×11
Linjuan Wu
×8
Yuchen Yan
×8
Jun Xiao
×8
Zhe Zheng
×6
Zeqi Tan
×6
Fei Tang
×5
Haolei Xu
×5
Hengwei Liu
×4

Papers

  1. AutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMs
    ACL 2026 ·
    Qingqing Lyu
    ,
    Linjuan Wu
    ,
    Yongliang Shen
    ,
    Hengwei Liu
    ,
    Hao Li
    ,
    Shengpei Jiang
    ,
    Yin Zhang
    , Weiming Lu
  2. CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution
    ACL 2026 ·
    Teng Pan
    ,
    Yuchen Yan
    ,
    Zixuan Wang
    ,
    Ruiqing Zhang
    ,
    Guiyang Hou
    ,
    Wenqi Zhang
    , Weiming Lu,
    Jun Xiao
    ,
    Yongliang Shen
  3. Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks
    ACL 2026 ·
    Wenqi Zhang
    ,
    Mengna Wang
    ,
    Gangao Liu
    ,
    Huixin Xu
    ,
    Yiwei Jiang
    ,
    Yongliang Shen
    ,
    Guiyang Hou
    ,
    Zhe Zheng
    ,
    Hang Zhang
    ,
    Xin Li
    ,
    Jiajun Liu
    , Weiming Lu,
    Peng Li
    ,
    Yueting Zhuang
  4. Experience-driven Multi-turn Reinforcement Learning for GUI Agents
    ACL 2026 ·
    Zhengxi Lu
    ,
    Jiabo Ye
    ,
    Fei Tang
    ,
    Yongliang Shen
    ,
    Haiyang Xu
    ,
    Ziwei Zheng
    , Weiming Lu,
    Ming Yan
    ,
    Fei Huang
    ,
    Jun Xiao
    ,
    Yueting Zhuang
  5. GUI-G²: Gaussian Reward Modeling for GUI Grounding
    AAAI 2026 ·
    Fei Tang
    ,
    Zhangxuan Gu
    ,
    Zhengxi Lu
    ,
    Xuyang Liu
    ,
    Shuheng Shen
    ,
    Changhua Meng
    ,
    Wen Wang
    ,
    Wenqi Zhang
    ,
    Yongliang Shen
    , Weiming Lu,
    Jun Xiao
    ,
    Yueting Zhuang
  6. Leveraging Outline-Optimized Generative Interactions and Critique for Self-Refining Outlines with Reinforcement Learning
    ACL 2026 ·
    Hengwei Liu
    ,
    Haoyuan Ma
    ,
    Qingqing Lyu
    ,
    Daoxin Zhang
    ,
    Yao Hu
    ,
    Yongliang Shen
    ,
    Yin Zhang
    , Weiming Lu
  7. Pause or Fabricate? Training Language Models for Grounded Reasoning
    ACL 2026 ·
    Yiwen Qiu
    ,
    Linjuan Wu
    ,
    Yizhou Liu
    ,
    Yuchen Yan
    ,
    Jin Ma
    ,
    Xu Tan
    ,
    Yao Hu
    ,
    Daoxin Zhang
    ,
    Wenqi Zhang
    , Weiming Lu,
    Jun Xiao
    ,
    Yongliang Shen
  8. Phun-Bench: Evaluating LLMs on Phonological Understanding in Chinese
    ACL 2026 ·
    Xing Yue
    ,
    Yongliang Shen
    , Weiming Lu
  9. Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM's Theory of Mind in Egocentric Videos
    AAAI 2026 ·
    Guiyang Hou
    ,
    Yihui Fu
    ,
    Chen Wu
    ,
    Xiang Huang
    ,
    Zhe Zheng
    ,
    Wenqi Zhang
    ,
    Yongliang Shen
    , Weiming Lu
  10. Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts
    ACL 2026 ·
    Haolei Xu
    ,
    Haiwen Hong
    ,
    Hongxing Li
    ,
    Rui Zhou
    ,
    Yang Zhang
    ,
    Longtao Huang
    ,
    Hui Xue
    ,
    Yongliang Shen
    , Weiming Lu,
    Yueting Zhuang
  11. Test-Time Reinforcement Learning for GUI Grounding via Region Consistency
    AAAI 2026 ·
    Yong Du
    ,
    Yuchen Yan
    ,
    Fei Tang
    ,
    Zhengxi Lu
    ,
    Chang Zong
    , Weiming Lu,
    Shengpei Jiang
    ,
    Yongliang Shen
  12. ToM-Synth: Scaling Robust Theory of Mind in LLMs via 6, 912 Structured Social Units
    ACL 2026 ·
    Guiyang Hou
    ,
    Xiang Huang
    ,
    Shangke Lyu
    ,
    Yuchuan Wu
    ,
    Weiyao Luo
    ,
    Xinyu Mei
    ,
    Yongliang Shen
    , Weiming Lu,
    Yongbin Li
  13. UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization
    ACL 2026 ·
    Zhengxi Lu
    ,
    Fei Tang
    ,
    Guangyi Liu
    ,
    Jin Ma
    ,
    Kaitao Song
    ,
    Xu Tan
    ,
    Wenqi Zhang
    , Weiming Lu,
    Jun Xiao
    ,
    Yueting Zhuang
    ,
    Yongliang Shen
  14. 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining
    ICCV 2025 ·
    Wenqi Zhang
    ,
    Hang Zhang
    ,
    Xin Li
    ,
    Jiashuo Sun
    ,
    Yongliang Shen
    , Weiming Lu,
    Deli Zhao
    ,
    Yueting Zhuang
    ,
    Lidong Bing
  15. AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification
    EMNLP 2025 ·
    Xuan Zhang
    ,
    Yongliang Shen
    ,
    Zhe Zheng
    ,
    Linjuan Wu
    ,
    Wenqi Zhang
    ,
    Yuchen Yan
    ,
    Qiuying Peng
    ,
    Jun Wang
    , Weiming Lu
  16. DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL
    EMNLP 2025 ·
    Haoyuan Ma
    ,
    Yongliang Shen
    ,
    Hengwei Liu
    ,
    Wenqi Zhang
    ,
    Haolei Xu
    ,
    Qiuying Peng
    ,
    Jun Wang
    , Weiming Lu
  17. Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training
    EMNLP 2025 ·
    Linjuan Wu
    ,
    Haoran Wei
    ,
    Huan Lin
    ,
    Tianhao Li
    ,
    Baosong Yang
    ,
    Fei Huang
    , Weiming Lu
  18. From English to Second Language Mastery: Enhancing LLMs with Cross-Lingual Continued Instruction Tuning
    ACL 2025 ·
    Linjuan Wu
    ,
    Haoran Wei
    ,
    Baosong Yang
    , Weiming Lu
  19. G2LDetect: A Global-to-Local Approach for Hallucination Detection
    AAAI 2025 ·
    Xiaoxia Cheng
    ,
    Zeqi Tan
    ,
    Zhe Zheng
    , Weiming Lu
  20. Legal Judgment Prediction based on Knowledge-enhanced Multi-Task and Multi-Label Text Classification
    NAACL 2025 ·
    Ang Li
    ,
    Yiquan Wu
    ,
    Ming Cai
    ,
    Adam Jatowt
    ,
    Xiang Zhou
    , Weiming Lu,
    Changlong Sun
    ,
    Fei Wu
    ,
    Kun Kuang
  21. Let LRMs Break Free from Overthinking via Self-Braking Tuning
    NeurIPS 2025 ·
    Haoran Zhao
    ,
    Yuchen Yan
    ,
    Yongliang Shen
    ,
    Haolei Xu
    ,
    Wenqi Zhang
    ,
    Kaitao Song
    ,
    Jian Shao
    , Weiming Lu,
    Jun Xiao
    ,
    Yueting Zhuang
  22. Logic: Long-form Outline Generation via Imitative and Critical Self-refinement
    EMNLP 2025 ·
    Hengwei Liu
    ,
    Yongliang Shen
    ,
    Zhe Zheng
    ,
    Haoyuan Ma
    ,
    Xingyu Wu
    ,
    Yin Zhang
    , Weiming Lu
  23. Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning
    NeurIPS 2025 ·
    Haolei Xu
    ,
    Yuchen Yan
    ,
    Yongliang Shen
    ,
    Wenqi Zhang
    ,
    Guiyang Hou
    ,
    Shengpei Jiang
    ,
    Kaitao Song
    , Weiming Lu,
    Jun Xiao
    ,
    Yueting Zhuang
  24. STaR-SQL: Self-Taught Reasoner for Text-to-SQL
    ACL 2025 ·
    Mingqian He
    ,
    Yongliang Shen
    ,
    Wenqi Zhang
    ,
    Qiuying Peng
    ,
    Jun Wang
    , Weiming Lu
  25. SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation
    ACM MM 2025 ·
    Siqi Chen
    ,
    Xinyu Dong
    ,
    Haolei Xu
    ,
    Xingyu Wu
    ,
    Fei Tang
    ,
    Hang Zhang
    ,
    Yuchen Yan
    ,
    Linjuan Wu
    ,
    Wenqi Zhang
    ,
    Guiyang Hou
    ,
    Yongliang Shen
    , Weiming Lu,
    Yueting Zhuang
  26. Scaling LLMs' Social Reasoning: Sprinkle Cognitive "Aha Moment" into Fundamental Long-thought Logical Capabilities
    ACL 2025 ·
    Guiyang Hou
    ,
    Wenqi Zhang
    ,
    Zhe Zheng
    ,
    Yongliang Shen
    , Weiming Lu
  27. Advancing Process Verification for Large Language Models via Tree-Based Preference Learning
    EMNLP 2024 ·
    Mingqian He
    ,
    Yongliang Shen
    ,
    Wenqi Zhang
    ,
    Zeqi Tan
    , Weiming Lu
  28. Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization
    ACL 2024 ·
    Wenqi Zhang
    ,
    Ke Tang
    ,
    Hai Wu
    ,
    Mengna Wang
    ,
    Yongliang Shen
    ,
    Guiyang Hou
    ,
    Zeqi Tan
    ,
    Peng Li
    ,
    Yueting Zhuang
    , Weiming Lu
  29. Chain-of-Quizzes: Pedagogy-inspired Example Selection in In-Context-Learning
    ACL 2024 ·
    Yiquan Wu
    ,
    Anlai Zhou
    ,
    Yuhang Liu
    ,
    Yifei Liu
    ,
    Adam Jatowt
    , Weiming Lu,
    Jun Xiao
    ,
    Kun Kuang
  30. De-biased Attention Supervision for Text Classification with Causality
    AAAI 2024 ·
    Yiquan Wu
    ,
    Yifei Liu
    ,
    Ziyu Zhao
    , Weiming Lu,
    Yating Zhang
    ,
    Changlong Sun
    ,
    Fei Wu
    ,
    Kun Kuang
  31. Information Re-Organization Improves Reasoning in Large Language Models
    NeurIPS 2024 ·
    Xiaoxia Cheng
    ,
    Zeqi Tan
    ,
    Wei Xue
    , Weiming Lu
  32. Insert or Attach: Taxonomy Completion via Box Embedding
    ACL 2024 ·
    Wei Xue
    ,
    Yongliang Shen
    ,
    Wenqi Ren
    ,
    Jietian Guo
    ,
    Shiliang Pu
    , Weiming Lu
  33. Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning
    ACL 2024 ·
    Zeqi Tan
    ,
    Yongliang Shen
    ,
    Xiaoxia Cheng
    ,
    Chang Zong
    ,
    Wenqi Zhang
    ,
    Jian Shao
    , Weiming Lu,
    Yueting Zhuang
  34. Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model
    EMNLP 2024 ·
    Wenqi Zhang
    ,
    Zhenglin Cheng
    ,
    Yuanyu He
    ,
    Mengna Wang
    ,
    Yongliang Shen
    ,
    Zeqi Tan
    ,
    Guiyang Hou
    ,
    Mingqian He
    ,
    Yanna Ma
    , Weiming Lu,
    Yueting Zhuang
  35. Progressive Tuning: Towards Generic Sentiment Abilities for Large Language Models
    ACL 2024 ·
    Guiyang Hou
    ,
    Yongliang Shen
    , Weiming Lu
  36. Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives
    ACL 2024 ·
    Wenqi Zhang
    ,
    Yongliang Shen
    ,
    Linjuan Wu
    ,
    Qiuying Peng
    ,
    Jun Wang
    ,
    Yueting Zhuang
    , Weiming Lu
  37. TaskBench: Benchmarking Large Language Models for Task Automation
    NeurIPS 2024 ·
    Yongliang Shen
    ,
    Kaitao Song
    ,
    Xu Tan
    ,
    Wenqi Zhang
    ,
    Kan Ren
    ,
    Siyu Yuan
    , Weiming Lu,
    Dongsheng Li
    ,
    Yueting Zhuang
  38. TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind
    ACL 2024 ·
    Guiyang Hou
    ,
    Wenqi Zhang
    ,
    Yongliang Shen
    ,
    Linjuan Wu
    , Weiming Lu
  39. Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering
    EMNLP 2024 ·
    Chang Zong
    ,
    Yuchen Yan
    , Weiming Lu,
    Jian Shao
    ,
    Yongfeng Huang
    ,
    Heng Chang
    ,
    Yueting Zhuang
  40. Unleashing the Power of LLMs in Court View Generation by Stimulating Internal Knowledge and Incorporating External Knowledge
    NAACL 2024 ·
    Yifei Liu
    ,
    Yiquan Wu
    ,
    Ang Li
    ,
    Yating Zhang
    ,
    Changlong Sun
    , Weiming Lu,
    Fei Wu
    ,
    Kun Kuang