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Ronghui Mu

7 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

AAAI ×2IJCAI ×2CVPR ×1ICLR ×1ICML ×1

Frequent coauthors

Wenjie Ruan
×4
Gaojie Jin
×3
Tianle Zhang
×3
Yanghao Zhang
×3
Xiaowei Huang
×3
Zixia Wang
×2
Jia Hu
×2
Jiaxu Liu
×2
Sihao Wu
×1
Tianjin Huang
×1
Jonathan E. Fieldsend
×1
Yi Dong
×1

Papers

  1. CluCERT: Certifying LLM Robustness via Clustering-Guided Denoising Smoothing
    AAAI 2026 ·
    Zixia Wang
    ,
    Gaojie Jin
    ,
    Jia Hu
    , Ronghui Mu
  2. Enhancing Robust Fairness via Confusional Spectral Regularization
    ICLR 2025 ·
    Gaojie Jin
    ,
    Sihao Wu
    ,
    Jiaxu Liu
    ,
    Tianjin Huang
    , Ronghui Mu
  3. Safety of Embodied Navigation: A Survey
    IJCAI 2025 ·
    Zixia Wang
    ,
    Jia Hu
    , Ronghui Mu
  4. PRASS: Probabilistic Risk-averse Robust Learning with Stochastic Search
    IJCAI 2024 ·
    Tianle Zhang
    ,
    Yanghao Zhang
    , Ronghui Mu,
    Jiaxu Liu
    ,
    Jonathan E. Fieldsend
    ,
    Wenjie Ruan
  5. Position: Building Guardrails for Large Language Models Requires Systematic Design
    ICML 2024 ·
    Yi Dong
    , Ronghui Mu,
    Gaojie Jin
    ,
    Yi Qi
    ,
    Jinwei Hu
    ,
    Xingyu Zhao
    ,
    Jie Meng
    ,
    Wenjie Ruan
    ,
    Xiaowei Huang
  6. Reward Certification for Policy Smoothed Reinforcement Learning
    AAAI 2024 · Ronghui Mu,
    Leandro Soriano Marcolino
    ,
    Yanghao Zhang
    ,
    Tianle Zhang
    ,
    Xiaowei Huang
    ,
    Wenjie Ruan
  7. Towards Fairness-Aware Adversarial Learning
    CVPR 2024 ·
    Yanghao Zhang
    ,
    Tianle Zhang
    , Ronghui Mu,
    Xiaowei Huang
    ,
    Wenjie Ruan