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Guangtao Zheng

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

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Venues

SIGKDD ×3AAAI ×2IJCAI ×2ECCV ×1ICML ×1NeurIPS ×1WACV ×1

Frequent coauthors

Wenqian Ye
×10
Aidong Zhang
×10
Bohan Liu
×2
Di Wang
×2
Xu Cao
×2
Yunsheng Ma
×2
Bolin Lai
×1
James M. Rehg
×1
Can Cui
×1
Haiming Zhang
×1
Shuo Xing
×1
Fucai Ke
×1

Papers

  1. MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs
    SIGKDD 2026 ·
    Wenqian Ye
    ,
    Bohan Liu
    , Guangtao Zheng,
    Di Wang
    ,
    Xu Cao
    ,
    Yunsheng Ma
    ,
    Bolin Lai
    ,
    James M. Rehg
    ,
    Aidong Zhang
  2. SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias
    AAAI 2026 ·
    Wenqian Ye
    ,
    Di Wang
    , Guangtao Zheng,
    Bohan Liu
    ,
    Aidong Zhang
  3. Improving Group Robustness on Spurious Correlation via Evidential Alignment
    SIGKDD 2025 ·
    Wenqian Ye
    , Guangtao Zheng,
    Aidong Zhang
  4. NeuronTune: Towards Self-Guided Spurious Bias Mitigation
    ICML 2025 · Guangtao Zheng,
    Wenqian Ye
    ,
    Aidong Zhang
  5. Position: Prospective of Autonomous Driving - Multimodal LLMs, World Models, Embodied Intelligence, AI Alignment, and Mamba
    WACV 2025 ·
    Yunsheng Ma
    ,
    Wenqian Ye
    ,
    Can Cui
    ,
    Haiming Zhang
    ,
    Shuo Xing
    ,
    Fucai Ke
    ,
    Jinhong Wang
    ,
    Chenglin Miao
    ,
    Jintai Chen
    ,
    Hamid Rezatofighi
    ,
    Zhen Li
    , Guangtao Zheng,
    Chao Zheng
    ,
    Tianjiao He
    ,
    Manmohan Chandraker
    ,
    Burhaneddin Yaman
    ,
    Xin Ye
    ,
    Hang Zhao
    ,
    Xu Cao
  6. Rectifying Shortcut Behaviors in Preference-based Reward Learning
    NeurIPS 2025 ·
    Wenqian Ye
    , Guangtao Zheng,
    Aidong Zhang
  7. ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models
    IJCAI 2025 · Guangtao Zheng,
    Wenqian Ye
    ,
    Aidong Zhang
  8. AdvST: Revisiting Data Augmentations for Single Domain Generalization
    AAAI 2024 · Guangtao Zheng,
    Mengdi Huai
    ,
    Aidong Zhang
  9. Benchmarking Spurious Bias in Few-Shot Image Classifiers
    ECCV 2024 · Guangtao Zheng,
    Wenqian Ye
    ,
    Aidong Zhang
  10. Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation
    IJCAI 2024 · Guangtao Zheng,
    Wenqian Ye
    ,
    Aidong Zhang
  11. Spuriousness-Aware Meta-Learning for Learning Robust Classifiers
    SIGKDD 2024 · Guangtao Zheng,
    Wenqian Ye
    ,
    Aidong Zhang