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Yixin Cao

Fudan University, School of Computer Science, Shanghai, China

43 papers at tracked venues · 35 at CORE A* · active 2024–2026

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Venues

ACL ×23EMNLP ×7NeurIPS ×6AAAI ×2ICLR ×2ACM MM ×1NAACL ×1SIGIR ×1

Frequent coauthors

Jiahao Ying
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Zhihan Zhang
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Tao He
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Yubo Ma
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Yuhang Zhou
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Kai Xiong
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Wei Tang
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Xinze Li
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Haowen Pan
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Changyi Xiao
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Meiqi Chen
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Zhongyuan Peng
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Papers

  1. CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization
    ACL 2026 ·
    Zhongyuan Peng
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  2. PRISM: Probabilistic Reward Model with Inherent Structural Modeling
    ACL 2026 ·
    Yuhang Zhou
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  3. Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents
    ACL 2026 ·
    Zeping Li
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  4. SCALER: Synthetic Scalable Adaptive Learning Environment for Reasoning
    ACL 2026 ·
    Caijun Xu
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  5. Thinking Traps in Long Chain-of-Thought: A Measurable Study and Trap-Aware Adaptive Restart
    ACL 2026 ·
    Kang Chen
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  6. Are LLMs Rational Investors? A Study on the Financial Bias in LLMs
    ACL 2025 ·
    Yuhang Zhou
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  7. Boosting Chart-to-Code Generation in MLLM via Dual Preference-Guided Refinement
    ACM MM 2025 ·
    Zhihan Zhang
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  8. Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution
    ACL 2025 ·
    Tao He
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  9. Com² : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models
    ACL 2025 ·
    Kai Xiong
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  10. Disentangling Language and Culture for Evaluating Multilingual Large Language Models
    ACL 2025 ·
    Jiahao Ying
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  11. EvoWiki: Evaluating LLMs on Evolving Knowledge
    ACL 2025 ·
    Wei Tang
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  12. ForgerySleuth: Empowering Multimodal Large Language Models for Image Manipulation Detection
    NeurIPS 2025 ·
    Zhihao Sun
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  13. Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models
    EMNLP 2025 ·
    Haibo Wang
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  14. Learning 3D Anisotropic Noise Distributions Improves Molecular Force Fields
    NeurIPS 2025 ·
    Xixian Liu
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  15. Long Context vs. RAG: Strategies for Processing Long Documents in LLMs
    SIGIR 2025 ·
    Xinze Li
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  16. Multi-Programming Language Sandbox for LLMs
    ACL 2025 ·
    Shihan Dou
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  17. Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMs
    ICLR 2025 ·
    Haowen Pan
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  18. RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
    ICLR 2025 ·
    Yantao Liu
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  19. S3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners
    AAAI 2025 ·
    Yuchen Yan
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  20. Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues
    AAAI 2025 ·
    Tao He
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  21. Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings
    ACL 2025 ·
    Yubo Ma
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  22. XFinBench: Benchmarking LLMs in Complex Financial Problem Solving and Reasoning
    ACL 2025 ·
    Zhihan Zhang
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  23. A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential
    ACL 2024 ·
    Wei Tang
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  24. Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding
    ACL 2024 ·
    Zhihan Zhang
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  25. Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models
    NeurIPS 2024 ·
    Jiahao Ying
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  26. Complex Logical Query Answering by Calibrating Knowledge Graph Completion Models
    ACL 2024 ·
    Changyi Xiao
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  27. Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers
    ACL 2024 ·
    Haowen Pan
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  28. Improving Large Language Models in Event Relation Logical Prediction
    ACL 2024 ·
    Meiqi Chen
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  29. Intuitive or Dependent? Investigating LLMs' Behavior Style to Conflicting Prompts
    ACL 2024 ·
    Jiahao Ying
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  30. Knowledge Graph Completion by Intermediate Variables Regularization
    NeurIPS 2024 ·
    Changyi Xiao
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  31. LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
    EMNLP 2024 ·
    Jiangshu Du
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  32. LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement
    EMNLP 2024 ·
    Jiahao Ying
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  33. MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations
    NeurIPS 2024 ·
    Yubo Ma
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  34. Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance
    NeurIPS 2024 ·
    Kai Xiong
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  35. Navigating the Nuances: A Fine-grained Evaluation of Vision-Language Navigation
    EMNLP 2024 ·
    Zehao Wang
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  36. Planning Like Human: A Dual-process Framework for Dialogue Planning
    ACL 2024 ·
    Tao He
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  37. Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 3: System Demonstrations), ACL 2024, Bangkok, Thailand, August 11-16, 2024
    ACL 2024 · Yixin Cao
  38. QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism
    EMNLP 2024 ·
    Bo Wang
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  39. Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective
    EMNLP 2024 ·
    Meiqi Chen
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  40. Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction
    ACL 2024 ·
    Meishan Zhang
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  41. SciAgent: Tool-augmented Language Models for Scientific Reasoning
    EMNLP 2024 ·
    Yubo Ma
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  42. Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution
    ACL 2024 ·
    Xinze Li
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  43. X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects
    NAACL 2024 ·
    Minqian Liu
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