PPaperPicks

Yixin Cao

Fudan University, School of Computer Science, Shanghai, China

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

DBLP profile ↗ORCID 0000-0001-7157-6961 ↗Google Scholar ↗Homepage ↗

Venues

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

Frequent coauthors

Jiahao Ying
×7
Lizi Liao
×6
Wei Tang
×6
Yubo Ma
×6
Bing Qin
×5
Xuanjing Huang
×4
Liangming Pan
×4
Aixin Sun
×4
Meiqi Chen
×4
Guangnan Ye
×3
Changyi Xiao
×3
Xipeng Qiu
×3

Papers

  1. CriticLean: Critic-Guided Reinforcement Learning for Mathematical Formalization
    ACL 2026 ·
    Zhongyuan Peng
    ,
    Yifan Yao
    ,
    Kaijing Ma
    ,
    Shuyue Guo
    ,
    Yizhe Li
    ,
    Yichi Zhang
    ,
    Chenchen Zhang
    ,
    Yifan Zhang
    ,
    Zhouliang Yu
    ,
    Luming Li
    ,
    Minghao Liu
    ,
    Yihang Xia
    ,
    Jiawei Shen
    ,
    Yuchen Wu
    , Yixin Cao,
    Zhaoxiang Zhang
    ,
    Wenhao Huang
    ,
    Jiaheng Liu
    ,
    Ge Zhang
  2. PRISM: Probabilistic Reward Model with Inherent Structural Modeling
    ACL 2026 ·
    Yuhang Zhou
    , Yixin Cao,
    Yuchen Ni
    ,
    Shihan Dou
    ,
    Xutian Chen
    ,
    Ge Zhang
    ,
    Xiang Liu
    ,
    Guangnan Ye
  3. Rethinking the Role of Entropy in Optimizing Tool-Use Behaviors for Large Language Model Agents
    ACL 2026 ·
    Zeping Li
    ,
    Hongru Wang
    ,
    Yiwen Zhao
    ,
    Guanhua Chen
    ,
    Yixia Li
    ,
    Keyang Chen
    , Yixin Cao,
    Guangnan Ye
    ,
    Hongfeng Chai
    ,
    Zhenfei Yin
  4. SCALER: Synthetic Scalable Adaptive Learning Environment for Reasoning
    ACL 2026 ·
    Caijun Xu
    ,
    Changyi Xiao
    ,
    Zhongyuan Peng
    ,
    Xinrun Wang
    , Yixin Cao
  5. Thinking Traps in Long Chain-of-Thought: A Measurable Study and Trap-Aware Adaptive Restart
    ACL 2026 ·
    Kang Chen
    ,
    Fan Yu
    ,
    Junjie Nian
    ,
    Sihan Zhao
    ,
    Zhuoka Feng
    ,
    Zijun Yao
    ,
    Heng Wang
    ,
    Minshen Yu
    , Yixin Cao
  6. Are LLMs Rational Investors? A Study on the Financial Bias in LLMs
    ACL 2025 ·
    Yuhang Zhou
    ,
    Yuchen Ni
    ,
    Zhiheng Xi
    ,
    Zhangyue Yin
    ,
    Yu He
    ,
    Gan Yunhui
    ,
    Xiang Liu
    ,
    Zhang Jian
    ,
    Sen Liu
    ,
    Xipeng Qiu
    , Yixin Cao,
    Guangnan Ye
    ,
    Hongfeng Chai
  7. Boosting Chart-to-Code Generation in MLLM via Dual Preference-Guided Refinement
    ACM MM 2025 ·
    Zhihan Zhang
    , Yixin Cao,
    Lizi Liao
  8. Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution
    ACL 2025 ·
    Tao He
    ,
    Hao Li
    ,
    Jingchang Chen
    ,
    Runxuan Liu
    , Yixin Cao,
    Lizi Liao
    ,
    Zihao Zheng
    ,
    Zheng Chu
    ,
    Jiafeng Liang
    ,
    Ming Liu
    ,
    Bing Qin
  9. Com² : A Causal-Guided Benchmark for Exploring Complex Commonsense Reasoning in Large Language Models
    ACL 2025 ·
    Kai Xiong
    ,
    Xiao Ding
    , Yixin Cao,
    Yuxiong Yan
    ,
    Li Du
    ,
    Yufei Zhang
    ,
    Jinglong Gao
    ,
    Jiaqian Liu
    ,
    Bing Qin
    ,
    Ting Liu
  10. Disentangling Language and Culture for Evaluating Multilingual Large Language Models
    ACL 2025 ·
    Jiahao Ying
    ,
    Wei Tang
    ,
    Yiran Zhao
    , Yixin Cao,
    Yu Rong
    ,
    Wenxuan Zhang
  11. EvoWiki: Evaluating LLMs on Evolving Knowledge
    ACL 2025 ·
    Wei Tang
    , Yixin Cao,
    Yang Deng
    ,
    Jiahao Ying
    ,
    Bo Wang
    ,
    Yizhe Yang
    ,
    Yuyue Zhao
    ,
    Qi Zhang
    ,
    Xuanjing Huang
    ,
    Yu-Gang Jiang
    ,
    Yong Liao
  12. ForgerySleuth: Empowering Multimodal Large Language Models for Image Manipulation Detection
    NeurIPS 2025 ·
    Zhihao Sun
    ,
    Haoran Jiang
    ,
    Haoran Chen
    , Yixin Cao,
    Xipeng Qiu
    ,
    Zuxuan Wu
    ,
    Yu-Gang Jiang
  13. Grounded-VideoLLM: Sharpening Fine-grained Temporal Grounding in Video Large Language Models
    EMNLP 2025 ·
    Haibo Wang
    ,
    Zhiyang Xu
    ,
    Yu Cheng
    ,
    Shizhe Diao
    ,
    Yufan Zhou
    , Yixin Cao,
    Qifan Wang
    ,
    Weifeng Ge
    ,
    Lifu Huang
  14. Learning 3D Anisotropic Noise Distributions Improves Molecular Force Fields
    NeurIPS 2025 ·
    Xixian Liu
    ,
    Rui Jiao
    ,
    Zhiyuan Liu
    ,
    Yurou Liu
    ,
    Yang Liu
    ,
    Ziheng Lu
    ,
    Wenbing Huang
    ,
    Yang Zhang
    , Yixin Cao
  15. Long Context vs. RAG: Strategies for Processing Long Documents in LLMs
    SIGIR 2025 ·
    Xinze Li
    ,
    Yushi Bai
    ,
    Bowen Jin
    ,
    Fengbin Zhu
    ,
    Liangming Pan
    , Yixin Cao
  16. Multi-Programming Language Sandbox for LLMs
    ACL 2025 ·
    Shihan Dou
    ,
    Jiazheng Zhang
    ,
    Jianxiang Zang
    ,
    Yunbo Tao
    ,
    Weikang Zhou
    ,
    Haoxiang Jia
    ,
    Shichun Liu
    ,
    Yuming Yang
    ,
    Shenxi Wu
    ,
    Zhiheng Xi
    ,
    Muling Wu
    ,
    Rui Zheng
    ,
    Changze Lv
    ,
    Limao Xiong
    ,
    Shaoqing Zhang
    ,
    Lin Zhang
    ,
    Wenyu Zhan
    ,
    Rongxiang Weng
    ,
    Jingang Wang
    ,
    Xunliang Cai
    ,
    Yueming Wu
    ,
    Ming Wen
    , Yixin Cao,
    Tao Gui
    ,
    Xipeng Qiu
    ,
    Qi Zhang
    ,
    Xuanjing Huang
  17. Precise Localization of Memories: A Fine-grained Neuron-level Knowledge Editing Technique for LLMs
    ICLR 2025 ·
    Haowen Pan
    ,
    Xiaozhi Wang
    , Yixin Cao,
    Zenglin Shi
    ,
    Xun Yang
    ,
    Juanzi Li
    ,
    Meng Wang
  18. RM-Bench: Benchmarking Reward Models of Language Models with Subtlety and Style
    ICLR 2025 ·
    Yantao Liu
    ,
    Zijun Yao
    ,
    Rui Min
    , Yixin Cao,
    Lei Hou
    ,
    Juanzi Li
  19. S3cMath: Spontaneous Step-Level Self-Correction Makes Large Language Models Better Mathematical Reasoners
    AAAI 2025 ·
    Yuchen Yan
    ,
    Jin Jiang
    ,
    Yang Liu
    , Yixin Cao,
    Xin Xu
    ,
    Mengdi Zhang
    ,
    Xunliang Cai
    ,
    Jian Shao
  20. Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues
    AAAI 2025 ·
    Tao He
    ,
    Lizi Liao
    , Yixin Cao,
    Yuanxing Liu
    ,
    Yiheng Sun
    ,
    Zerui Chen
    ,
    Ming Liu
    ,
    Bing Qin
  21. Towards Storage-Efficient Visual Document Retrieval: An Empirical Study on Reducing Patch-Level Embeddings
    ACL 2025 ·
    Yubo Ma
    ,
    Jinsong Li
    ,
    Yuhang Zang
    ,
    Xiaobao Wu
    ,
    Xiaoyi Dong
    ,
    Pan Zhang
    ,
    Yuhang Cao
    ,
    Haodong Duan
    ,
    Jiaqi Wang
    , Yixin Cao,
    Aixin Sun
  22. XFinBench: Benchmarking LLMs in Complex Financial Problem Solving and Reasoning
    ACL 2025 ·
    Zhihan Zhang
    , Yixin Cao,
    Lizi Liao
  23. A + B: A General Generator-Reader Framework for Optimizing LLMs to Unleash Synergy Potential
    ACL 2024 ·
    Wei Tang
    , Yixin Cao,
    Jiahao Ying
    ,
    Bo Wang
    ,
    Yuyue Zhao
    ,
    Yong Liao
    ,
    Peng Zhou
  24. Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding
    ACL 2024 ·
    Zhihan Zhang
    , Yixin Cao,
    Chenchen Ye
    ,
    Yunshan Ma
    ,
    Lizi Liao
    ,
    Tat-Seng Chua
  25. Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models
    NeurIPS 2024 ·
    Jiahao Ying
    , Yixin Cao,
    Yushi Bai
    ,
    Qianru Sun
    ,
    Bo Wang
    ,
    Wei Tang
    ,
    Zhaojun Ding
    ,
    Yizhe Yang
    ,
    Xuanjing Huang
    ,
    Shuicheng Yan
  26. Complex Logical Query Answering by Calibrating Knowledge Graph Completion Models
    ACL 2024 ·
    Changyi Xiao
    , Yixin Cao
  27. Finding and Editing Multi-Modal Neurons in Pre-Trained Transformers
    ACL 2024 ·
    Haowen Pan
    , Yixin Cao,
    Xiaozhi Wang
    ,
    Xun Yang
    ,
    Meng Wang
  28. Improving Large Language Models in Event Relation Logical Prediction
    ACL 2024 ·
    Meiqi Chen
    ,
    Yubo Ma
    ,
    Kaitao Song
    , Yixin Cao,
    Yan Zhang
    ,
    Dongsheng Li
  29. Intuitive or Dependent? Investigating LLMs' Behavior Style to Conflicting Prompts
    ACL 2024 ·
    Jiahao Ying
    , Yixin Cao,
    Kai Xiong
    ,
    Long Cui
    ,
    Yidong He
    ,
    Yongbin Liu
  30. Knowledge Graph Completion by Intermediate Variables Regularization
    NeurIPS 2024 ·
    Changyi Xiao
    , Yixin Cao
  31. LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
    EMNLP 2024 ·
    Jiangshu Du
    ,
    Yibo Wang
    ,
    Wenting Zhao
    ,
    Zhongfen Deng
    ,
    Shuaiqi Liu
    ,
    Renze Lou
    ,
    Henry Peng Zou
    ,
    Pranav Narayanan Venkit
    ,
    Nan Zhang
    ,
    Mukund Srinath
    ,
    Haoran Zhang
    ,
    Vipul Gupta
    ,
    Yinghui Li
    ,
    Tao Li
    ,
    Fei Wang
    ,
    Qin Liu
    ,
    Tianlin Liu
    ,
    Pengzhi Gao
    ,
    Congying Xia
    ,
    Chen Xing
    ,
    Cheng Jiayang
    ,
    Zhaowei Wang
    ,
    Ying Su
    ,
    Raj Sanjay Shah
    ,
    Ruohao Guo
    ,
    Jing Gu
    ,
    Haoran Li
    ,
    Kangda Wei
    ,
    Zihao Wang
    ,
    Lu Cheng
    ,
    Surangika Ranathunga
    ,
    Meng Fang
    ,
    Jie Fu
    ,
    Fei Liu
    ,
    Ruihong Huang
    ,
    Eduardo Blanco
    , Yixin Cao,
    Rui Zhang
    ,
    Philip S. Yu
    ,
    Wenpeng Yin
  32. LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement
    EMNLP 2024 ·
    Jiahao Ying
    ,
    Mingbao Lin
    , Yixin Cao,
    Wei Tang
    ,
    Bo Wang
    ,
    Qianru Sun
    ,
    Xuanjing Huang
    ,
    Shuicheng Yan
  33. MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations
    NeurIPS 2024 ·
    Yubo Ma
    ,
    Yuhang Zang
    ,
    Liangyu Chen
    ,
    Meiqi Chen
    ,
    Yizhu Jiao
    ,
    Xinze Li
    ,
    Xinyuan Lu
    ,
    Ziyu Liu
    ,
    Yan Ma
    ,
    Xiaoyi Dong
    ,
    Pan Zhang
    ,
    Liangming Pan
    ,
    Yu-Gang Jiang
    ,
    Jiaqi Wang
    , Yixin Cao,
    Aixin Sun
  34. Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance
    NeurIPS 2024 ·
    Kai Xiong
    ,
    Xiao Ding
    ,
    Ting Liu
    ,
    Bing Qin
    ,
    Dongliang Xu
    ,
    Qing Yang
    ,
    Hongtao Liu
    , Yixin Cao
  35. Navigating the Nuances: A Fine-grained Evaluation of Vision-Language Navigation
    EMNLP 2024 ·
    Zehao Wang
    ,
    Minye Wu
    , Yixin Cao,
    Yubo Ma
    ,
    Meiqi Chen
    ,
    Tinne Tuytelaars
  36. Planning Like Human: A Dual-process Framework for Dialogue Planning
    ACL 2024 ·
    Tao He
    ,
    Lizi Liao
    , Yixin Cao,
    Yuanxing Liu
    ,
    Ming Liu
    ,
    Zerui Chen
    ,
    Bing Qin
  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,
    Yang Feng
    ,
    Deyi Xiong
  38. QRMeM: Unleash the Length Limitation through Question then Reflection Memory Mechanism
    EMNLP 2024 ·
    Bo Wang
    ,
    Heyan Huang
    , Yixin Cao,
    Jiahao Ying
    ,
    Wei Tang
    ,
    Chong Feng
  39. Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective
    EMNLP 2024 ·
    Meiqi Chen
    , Yixin Cao,
    Yan Zhang
    ,
    Chaochao Lu
  40. Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction
    ACL 2024 ·
    Meishan Zhang
    ,
    Hao Fei
    ,
    Bin Wang
    ,
    Shengqiong Wu
    , Yixin Cao,
    Fei Li
    ,
    Min Zhang
  41. SciAgent: Tool-augmented Language Models for Scientific Reasoning
    EMNLP 2024 ·
    Yubo Ma
    ,
    Zhibin Gou
    ,
    Junheng Hao
    ,
    Ruochen Xu
    ,
    Shuohang Wang
    ,
    Liangming Pan
    ,
    Yujiu Yang
    , Yixin Cao,
    Aixin Sun
  42. Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution
    ACL 2024 ·
    Xinze Li
    , Yixin Cao,
    Liangming Pan
    ,
    Yubo Ma
    ,
    Aixin Sun
  43. X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects
    NAACL 2024 ·
    Minqian Liu
    ,
    Ying Shen
    ,
    Zhiyang Xu
    , Yixin Cao,
    Eunah Cho
    ,
    Vaibhav Kumar
    ,
    Reza Ghanadan
    ,
    Lifu Huang