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Yongliang Shen

Zhejiang University, College of Computer Science and Technology, China

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

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Venues

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

Frequent coauthors

Wenqi Zhang
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Guiyang Hou
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Zhengxi Lu
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Hengwei Liu
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Haolei Xu
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Mingqian He
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Qingqing Lyu
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Teng Pan
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Fei Tang
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Ziwen Xu
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Yiwen Qiu
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Xing Yue
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Papers

  1. AutoTaskEval: Towards Domain-Specific and Fine-Grained Evaluation for LLMs
    ACL 2026 ·
    Qingqing Lyu
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  2. CoVerRL: Breaking the Consensus Trap in Label-Free Reasoning via Generator-Verifier Co-Evolution
    ACL 2026 ·
    Teng Pan
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  3. Embodied-Reasoner: Synergizing Visual Search, Reasoning, and Action for Embodied Interactive Tasks
    ACL 2026 ·
    Wenqi Zhang
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  4. Experience-driven Multi-turn Reinforcement Learning for GUI Agents
    ACL 2026 ·
    Zhengxi Lu
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  5. GUI-G²: Gaussian Reward Modeling for GUI Grounding
    AAAI 2026 ·
    Fei Tang
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  6. How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities
    ACL 2026 ·
    Ziwen Xu
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  7. Leveraging Outline-Optimized Generative Interactions and Critique for Self-Refining Outlines with Reinforcement Learning
    ACL 2026 ·
    Hengwei Liu
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  8. Pause or Fabricate? Training Language Models for Grounded Reasoning
    ACL 2026 ·
    Yiwen Qiu
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  9. Phun-Bench: Evaluating LLMs on Phonological Understanding in Chinese
    ACL 2026 ·
    Xing Yue
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  10. Reality vs Counterfactual: Multi-World Contrastive Reinforcement Learning for Enhancing MLLM's Theory of Mind in Egocentric Videos
    AAAI 2026 ·
    Guiyang Hou
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  11. Seeing but Not Thinking: Routing Distraction in Multimodal Mixture-of-Experts
    ACL 2026 ·
    Haolei Xu
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  12. Test-Time Reinforcement Learning for GUI Grounding via Region Consistency
    AAAI 2026 ·
    Yong Du
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  13. ToM-Synth: Scaling Robust Theory of Mind in LLMs via 6, 912 Structured Social Units
    ACL 2026 ·
    Guiyang Hou
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  14. UI-Copilot: Advancing Long-Horizon GUI Automation via Tool-Integrated Policy Optimization
    ACL 2026 ·
    Zhengxi Lu
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  15. 2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining
    ICCV 2025 ·
    Wenqi Zhang
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  16. AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification
    EMNLP 2025 ·
    Xuan Zhang
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  17. Chain-of-Model Learning for Language Model
    NeurIPS 2025 ·
    Xiaohua Wang
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  18. DB-Explore: Automated Database Exploration and Instruction Synthesis for Text-to-SQL
    EMNLP 2025 ·
    Haoyuan Ma
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  19. EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction
    NAACL 2025 ·
    Siyu Yuan
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  20. Let LRMs Break Free from Overthinking via Self-Braking Tuning
    NeurIPS 2025 ·
    Haoran Zhao
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  21. Logic: Long-form Outline Generation via Imitative and Critical Self-refinement
    EMNLP 2025 ·
    Hengwei Liu
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  22. Mind the Gap: Bridging Thought Leap for Improved Chain-of-Thought Tuning
    NeurIPS 2025 ·
    Haolei Xu
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  23. STaR-SQL: Self-Taught Reasoner for Text-to-SQL
    ACL 2025 ·
    Mingqian He
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  24. SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation
    ACM MM 2025 ·
    Siqi Chen
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  25. Scaling LLMs' Social Reasoning: Sprinkle Cognitive "Aha Moment" into Fundamental Long-thought Logical Capabilities
    ACL 2025 ·
    Guiyang Hou
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  26. Advancing Process Verification for Large Language Models via Tree-Based Preference Learning
    EMNLP 2024 ·
    Mingqian He
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  27. Agent-Pro: Learning to Evolve via Policy-Level Reflection and Optimization
    ACL 2024 ·
    Wenqi Zhang
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  28. Insert or Attach: Taxonomy Completion via Box Embedding
    ACL 2024 ·
    Wei Xue
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  29. Learning Global Controller in Latent Space for Parameter-Efficient Fine-Tuning
    ACL 2024 ·
    Zeqi Tan
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  30. Multimodal Self-Instruct: Synthetic Abstract Image and Visual Reasoning Instruction Using Language Model
    EMNLP 2024 ·
    Wenqi Zhang
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  31. Progressive Tuning: Towards Generic Sentiment Abilities for Large Language Models
    ACL 2024 ·
    Guiyang Hou
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  32. Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives
    ACL 2024 ·
    Wenqi Zhang
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  33. TaskBench: Benchmarking Large Language Models for Task Automation
    NeurIPS 2024 · Yongliang Shen
  34. TimeToM: Temporal Space is the Key to Unlocking the Door of Large Language Models' Theory-of-Mind
    ACL 2024 ·
    Guiyang Hou
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