Zheng, Guangtao

8 publications

TMLR 2026 The Clever Hans Mirage: A Comprehensive Survey on Spurious Correlations in Machine Learning Wenqian Ye, Luyang Jiang, Eric Xie, Guangtao Zheng, Yunsheng Ma, Xu Cao, Dongliang Guo, Daiqing Qi, Zeyu He, Yijun Tian, Christopher W. Porter, Megan Coffee, Zhe Zeng, Sheng Li, Ziran Wang, Ting-Hao Kenneth Huang, James Matthew Rehg, Henry Kautz, Aidong Zhang

ICML 2025 NeuronTune: Towards Self-Guided Spurious Bias Mitigation Guangtao Zheng, Wenqian Ye, Aidong Zhang

NeurIPS 2025 Rectifying Shortcut Behaviors in Preference-Based Reward Learning Wenqian Ye, Guangtao Zheng, Aidong Zhang

IJCAI 2025 ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models Guangtao Zheng, Wenqian Ye, Aidong Zhang

AAAI 2024 AdvST: Revisiting Data Augmentations for Single Domain Generalization Guangtao Zheng, Mengdi Huai, Aidong Zhang

ECCV 2024 Benchmarking Spurious Bias in Few-Shot Image Classifiers Guangtao Zheng, Wenqian Ye, Aidong Zhang

IJCAI 2024 Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation Guangtao Zheng, Wenqian Ye, Aidong Zhang

NeurIPSW 2024 MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs Wenqian Ye, Guangtao Zheng, Yunsheng Ma, Xu Cao, Bolin Lai, James Matthew Rehg, Aidong Zhang