PPaperPicks

Yongliang Shen

Zhejiang University, College of Computer Science and Technology, China

34 papers at tracked venues · 28 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-0975-3554 ↗Homepage ↗

Venues

ACL ×19EMNLP ×5NeurIPS ×4AAAI ×3ACM MM ×1ICCV ×1NAACL ×1

Frequent coauthors

Weiming Lu
×31
Wenqi Zhang
×21
Yueting Zhuang
×14
Guiyang Hou
×11
Yuchen Yan
×7
Jun Xiao
×7
Linjuan Wu
×6
Kaitao Song
×6
Zhe Zheng
×5
Fei Tang
×5
Xu Tan
×5
Haolei Xu
×5

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. How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities
    ACL 2026 ·
    Ziwen Xu
    ,
    Kewei Xu
    ,
    Haoming Xu
    ,
    Haiwen Hong
    ,
    Longtao Huang
    ,
    Hui Xue
    ,
    Ningyu Zhang
    , Yongliang Shen,
    Guozhou Zheng
    ,
    Huajun Chen
    ,
    Shumin Deng
  7. 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
  8. 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
  9. Phun-Bench: Evaluating LLMs on Phonological Understanding in Chinese
    ACL 2026 ·
    Xing Yue
    , Yongliang Shen,
    Weiming Lu
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. 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
  16. 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
  17. Chain-of-Model Learning for Language Model
    NeurIPS 2025 ·
    Xiaohua Wang
    ,
    Kaitao Song
    ,
    Xu Tan
    ,
    Huiqiang Jiang
    ,
    Chengruidong Zhang
    , Yongliang Shen,
    Cen Lu
    ,
    Zihao Li
    ,
    Zifan Song
    ,
    Caihua Shan
    ,
    Yansen Wang
    ,
    Kan Ren
    ,
    Xiaoqing Zheng
    ,
    Tao Qin
    ,
    Yuqing Yang
    ,
    Dongsheng Li
    ,
    Lili Qiu
  18. 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
  19. EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction
    NAACL 2025 ·
    Siyu Yuan
    ,
    Kaitao Song
    ,
    Jiangjie Chen
    ,
    Xu Tan
    , Yongliang Shen,
    Kan Ren
    ,
    Dongsheng Li
    ,
    Deqing Yang
  20. 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
  21. 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
  22. 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
  23. STaR-SQL: Self-Taught Reasoner for Text-to-SQL
    ACL 2025 ·
    Mingqian He
    , Yongliang Shen,
    Wenqi Zhang
    ,
    Qiuying Peng
    ,
    Jun Wang
    ,
    Weiming Lu
  24. 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
  25. 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
  26. Advancing Process Verification for Large Language Models via Tree-Based Preference Learning
    EMNLP 2024 ·
    Mingqian He
    , Yongliang Shen,
    Wenqi Zhang
    ,
    Zeqi Tan
    ,
    Weiming Lu
  27. 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
  28. Insert or Attach: Taxonomy Completion via Box Embedding
    ACL 2024 ·
    Wei Xue
    , Yongliang Shen,
    Wenqi Ren
    ,
    Jietian Guo
    ,
    Shiliang Pu
    ,
    Weiming Lu
  29. 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
  30. 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
  31. Progressive Tuning: Towards Generic Sentiment Abilities for Large Language Models
    ACL 2024 ·
    Guiyang Hou
    , Yongliang Shen,
    Weiming Lu
  32. Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives
    ACL 2024 ·
    Wenqi Zhang
    , Yongliang Shen,
    Linjuan Wu
    ,
    Qiuying Peng
    ,
    Jun Wang
    ,
    Yueting Zhuang
    ,
    Weiming Lu
  33. 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
  34. 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