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Nevin L. Zhang

5 papers at tracked venues · 4 at CORE A* · active 2024–2025

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Venues

NeurIPS ×2AAAI ×1ICML ×1UAI ×1

Frequent coauthors

Yun Zhou
×2
Kaican Li
×2
Weiyan Xie
×2
Yongxiang Huang
×2
Wenxu Wang
×1
Rui Zhou
×1
Jing Wang
×1
Cheng Zhu
×1
Ruichun Tang
×1
Bo Han
×1
Xingzhi Zhou
×1
Zhiliang Tian
×1

Papers

  1. COSDA: Counterfactual-based Susceptibility Risk Framework for Open-Set Domain Adaptation
    ICML 2025 ·
    Wenxu Wang
    ,
    Rui Zhou
    ,
    Jing Wang
    ,
    Yun Zhou
    ,
    Cheng Zhu
    ,
    Ruichun Tang
    ,
    Bo Han
    , Nevin L. Zhang
  2. Test-Time Adaptation on Noisy Data via Model-Pruning-Based Filtering and Flatness-Aware Entropy Minimization
    AAAI 2025 ·
    Xingzhi Zhou
    ,
    Zhiliang Tian
    ,
    Boyang Zhang
    ,
    Yibo Zhang
    ,
    Ka Chun Cheung
    ,
    Simon See
    ,
    Hao Yang
    ,
    Yun Zhou
    , Nevin L. Zhang
  3. Consistency Regularization for Domain Generalization with Logit Attribution Matching
    UAI 2024 ·
    Han Gao
    ,
    Kaican Li
    ,
    Weiyan Xie
    ,
    Zhi Lin
    ,
    Yongxiang Huang
    ,
    Luning Wang
    ,
    Caleb Chen Cao
    , Nevin L. Zhang
  4. Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models
    NeurIPS 2024 ·
    Kaican Li
    ,
    Weiyan Xie
    ,
    Yongxiang Huang
    ,
    Didan Deng
    ,
    Lanqing Hong
    ,
    Zhenguo Li
    ,
    Ricardo Silva
    , Nevin L. Zhang
  5. Uncovering, Explaining, and Mitigating the Superficial Safety of Backdoor Defense
    NeurIPS 2024 ·
    Rui Min
    ,
    Zeyu Qin
    , Nevin L. Zhang,
    Li Shen
    ,
    Minhao Cheng