Zheng, Guangtao

7 publications

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