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Kaixuan Huang

10 papers at tracked venues · 6 at CORE A* · active 2024–2025

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Venues

ICML ×3EMNLP ×2AAAI ×1ICLR ×1IJCAI ×1IROS ×1NeurIPS ×1

Frequent coauthors

Mengdi Wang
×8
Jiacheng Guo
×3
Yue Wu
×3
Yangsibo Huang
×3
Xiangyu Qi
×3
Peter Henderson
×3
Prateek Mittal
×3
Ming Yin
×2
Tinghao Xie
×2
Boyi Wei
×2
Jiahao Qiu
×2
Xinzhe Juan
×2

Papers

  1. Deep Reinforcement Learning for Efficient and Fair Allocation of Healthcare Resources
    IJCAI 2025 ·
    Yikuan Li
    ,
    Chengsheng Mao
    , Kaixuan Huang,
    Hanyin Wang
    ,
    Zheng Yu
    ,
    Mengdi Wang
    ,
    Yuan Luo
  2. Emergent Symbolic Mechanisms Support Abstract Reasoning in Large Language Models
    ICML 2025 ·
    Yukang Yang
    ,
    Declan Campbell
    , Kaixuan Huang,
    Mengdi Wang
    ,
    Jonathan D. Cohen
    ,
    Taylor Whittington Webb
  3. MATH-Perturb: Benchmarking LLMs' Math Reasoning Abilities against Hard Perturbations
    ICML 2025 · Kaixuan Huang,
    Jiacheng Guo
    ,
    Zihao Li
    ,
    Xiang Ji
    ,
    Jiawei Ge
    ,
    Wenzhe Li
    ,
    Yingqing Guo
    ,
    Tianle Cai
    ,
    Hui Yuan
    ,
    Runzhe Wang
    ,
    Yue Wu
    ,
    Ming Yin
    ,
    Shange Tang
    ,
    Yangsibo Huang
    ,
    Chi Jin
    ,
    Xinyun Chen
    ,
    Chiyuan Zhang
    ,
    Mengdi Wang
  4. SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal
    ICLR 2025 ·
    Tinghao Xie
    ,
    Xiangyu Qi
    ,
    Yi Zeng
    ,
    Yangsibo Huang
    ,
    Udari Madhushani Sehwag
    , Kaixuan Huang,
    Luxi He
    ,
    Boyi Wei
    ,
    Dacheng Li
    ,
    Ying Sheng
    ,
    Ruoxi Jia
    ,
    Bo Li
    ,
    Kai Li
    ,
    Danqi Chen
    ,
    Peter Henderson
    ,
    Prateek Mittal
  5. Temporal Consistency for LLM Reasoning Process Error Identification
    EMNLP 2025 ·
    Jiacheng Guo
    ,
    Yue Wu
    ,
    Jiahao Qiu
    , Kaixuan Huang,
    Xinzhe Juan
    ,
    Ling Yang
    ,
    Mengdi Wang
  6. Transformer-Based Multi-Agent Reinforcement Learning Method With Credit-Oriented Strategy Differentiation
    IROS 2025 · Kaixuan Huang,
    Bo Jin
    ,
    Kun Zhang
    ,
    Haiyin Piao
    ,
    Ziqi Wei
  7. TreeBoN: Enhancing Inference-Time Alignment with Speculative Tree-Search and Best-of-N Sampling
    EMNLP 2025 ·
    Jiahao Qiu
    ,
    Yifu Lu
    ,
    Yifan Zeng
    ,
    Jiacheng Guo
    ,
    Jiayi Geng
    ,
    Chenhao Zhu
    ,
    Xinzhe Juan
    ,
    Ling Yang
    ,
    Huazheng Wang
    , Kaixuan Huang,
    Yue Wu
    ,
    Mengdi Wang
  8. A Theoretical Perspective for Speculative Decoding Algorithm
    NeurIPS 2024 ·
    Ming Yin
    ,
    Minshuo Chen
    , Kaixuan Huang,
    Mengdi Wang
  9. Assessing the Brittleness of Safety Alignment via Pruning and Low-Rank Modifications
    ICML 2024 ·
    Boyi Wei
    , Kaixuan Huang,
    Yangsibo Huang
    ,
    Tinghao Xie
    ,
    Xiangyu Qi
    ,
    Mengzhou Xia
    ,
    Prateek Mittal
    ,
    Mengdi Wang
    ,
    Peter Henderson
  10. Visual Adversarial Examples Jailbreak Aligned Large Language Models
    AAAI 2024 ·
    Xiangyu Qi
    , Kaixuan Huang,
    Ashwinee Panda
    ,
    Peter Henderson
    ,
    Mengdi Wang
    ,
    Prateek Mittal