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Yiyou Sun

13 papers at tracked venues · 11 at CORE A* · active 2024–2025

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Venues

NeurIPS ×4ICLR ×2ICML ×2AAAI ×1ACL ×1CVPR ×1MICCAI ×1NAACL ×1

Frequent coauthors

Wei Cheng
×7
Haifeng Chen
×7
Yanchi Liu
×3
Xujiang Zhao
×3
Nouha Dziri
×2
Dawn Song
×2
Mika Oishi
×2
Takao Osaki
×2
Katsushi Matsuda
×2
Yixuan Li
×2
Xue Li
×1
Yinglun Zhu
×1

Papers

  1. Chain-of-region: Visual Language Models Need Details for Diagram Analysis
    ICLR 2025 ·
    Xue Li
    , Yiyou Sun,
    Wei Cheng
    ,
    Yinglun Zhu
    ,
    Haifeng Chen
  2. OMEGA: Can LLMs Reason Outside the Box in Math? Evaluating Exploratory, Compositional, and Transformative Generalization
    NeurIPS 2025 · Yiyou Sun,
    Shawn Hu
    ,
    Georgia Zhou
    ,
    Ken Zheng
    ,
    Hanna Hajishirzi
    ,
    Nouha Dziri
    ,
    Dawn Song
  3. SFS: Smarter Code Space Search improves LLM Inference Scaling
    ICLR 2025 ·
    Jonathan Light
    ,
    Yue Wu
    , Yiyou Sun,
    Wenchao Yu
    ,
    Yanchi Liu
    ,
    Xujiang Zhao
    ,
    Ziniu Hu
    ,
    Haifeng Chen
    ,
    Wei Cheng
  4. Uncertainty Propagation on LLM Agent
    ACL 2025 ·
    Qiwei Zhao
    ,
    Dong Li
    ,
    Yanchi Liu
    ,
    Wei Cheng
    , Yiyou Sun,
    Mika Oishi
    ,
    Takao Osaki
    ,
    Katsushi Matsuda
    ,
    Huaxiu Yao
    ,
    Chen Zhao
    ,
    Haifeng Chen
    ,
    Xujiang Zhao
  5. Where's the Liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content
    CVPR 2025 ·
    Haoyue Bai
    , Yiyou Sun,
    Wei Cheng
    ,
    Haifeng Chen
  6. Why and How LLMs Hallucinate: Connecting the Dots with Subsequence Associations
    NeurIPS 2025 · Yiyou Sun,
    Yu Gai
    ,
    Lijie Chen
    ,
    Abhilasha Ravichander
    ,
    Yejin Choi
    ,
    Nouha Dziri
    ,
    Dawn Song
  7. DALD: Improving Logits-based Detector without Logits from Black-box LLMs
    NeurIPS 2024 ·
    Cong Zeng
    ,
    Shengkun Tang
    ,
    Xianjun Yang
    ,
    Yuanzhou Chen
    , Yiyou Sun,
    Zhiqiang Xu
    ,
    Yao Li
    ,
    Haifeng Chen
    ,
    Wei Cheng
    ,
    Dongkuan Xu
  8. DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton
    ICML 2024 · Yiyou Sun,
    Junjie Hu
    ,
    Wei Cheng
    ,
    Haifeng Chen
  9. How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection?
    AAAI 2024 ·
    Soumya Suvra Ghosal
    , Yiyou Sun,
    Yixuan Li
  10. Revisiting Score Propagation in Graph Out-of-Distribution Detection
    NeurIPS 2024 ·
    Longfei Ma
    , Yiyou Sun,
    Kaize Ding
    ,
    Zemin Liu
    ,
    Fei Wu
  11. Robust Semi-supervised Multimodal Medical Image Segmentation via Cross Modality Collaboration
    MICCAI 2024 ·
    Xiaogen Zhon
    , Yiyou Sun,
    Min Deng
    ,
    Winnie Chiu Wing Chu
    ,
    Qi Dou
  12. Uncertainty Quantification for In-Context Learning of Large Language Models
    NAACL 2024 ·
    Chen Ling
    ,
    Xujiang Zhao
    ,
    Xuchao Zhang
    ,
    Wei Cheng
    ,
    Yanchi Liu
    , Yiyou Sun,
    Mika Oishi
    ,
    Takao Osaki
    ,
    Katsushi Matsuda
    ,
    Jie Ji
    ,
    Guangji Bai
    ,
    Liang Zhao
    ,
    Haifeng Chen
  13. When and How Does In-Distribution Label Help Out-of-Distribution Detection?
    ICML 2024 ·
    Xuefeng Du
    , Yiyou Sun,
    Yixuan Li