| 2026 | AAAI | SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias. | Wenqian Ye, Di Wang, Guangtao Zheng, Bohan Liu, Aidong Zhang |
| 2026 | KDD | MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs. | Wenqian Ye, Bohan Liu, Guangtao Zheng, Di Wang, Xu Cao, Yunsheng Ma, Bolin Lai, James M. Rehg, Aidong Zhang |
| 2025 | ICML | NeuronTune: Towards Self-Guided Spurious Bias Mitigation. | Guangtao Zheng, Wenqian Ye, Aidong Zhang |
| 2025 | IJCAI | ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models. | Guangtao Zheng, Wenqian Ye, Aidong Zhang |
| 2025 | KDD | Improving Group Robustness on Spurious Correlation via Evidential Alignment. | Wenqian Ye, Guangtao Zheng, Aidong Zhang |
| 2025 | WACV | Position: Prospective of Autonomous Driving - Multimodal LLMs, World Models, Embodied Intelligence, AI Alignment, and Mamba. | 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 |
| 2024 | AAAI | AdvST: Revisiting Data Augmentations for Single Domain Generalization. | Guangtao Zheng, Mengdi Huai, Aidong Zhang |
| 2024 | ECCV | Benchmarking Spurious Bias in Few-Shot Image Classifiers. | Guangtao Zheng, Wenqian Ye, Aidong Zhang |
| 2024 | IJCAI | Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation. | Guangtao Zheng, Wenqian Ye, Aidong Zhang |
| 2024 | KDD | Spuriousness-Aware Meta-Learning for Learning Robust Classifiers. | Guangtao Zheng, Wenqian Ye, Aidong Zhang |
| 2023 | SDM | Learning to Learn Task Transformations for Improved Few-Shot Classification. | Guangtao Zheng, Qiuling Suo, Mengdi Huai, Aidong Zhang |
| 2022 | ICDM | Knowledge-Guided Semantics Adjustment for Improved Few-Shot Classification. | Guangtao Zheng, Aidong Zhang |
| 2020 | ACL | Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection. | Hanjie Chen, Guangtao Zheng, Yangfeng Ji |