Ye, Wenqian

10 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

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

CVPR 2024 LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs Yunsheng Ma, Can Cui, Xu Cao, Wenqian Ye, Peiran Liu, Juanwu Lu, Amr Abdelraouf, Rohit Gupta, Kyungtae Han, Aniket Bera, James M. Rehg, Ziran Wang

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

WACV 2024 MACP: Efficient Model Adaptation for Cooperative Perception Yunsheng Ma, Juanwu Lu, Can Cui, Sicheng Zhao, Xu Cao, Wenqian Ye, Ziran Wang

CVPR 2024 MAPLM: A Real-World Large-Scale Vision-Language Benchmark for mAP and Traffic Scene Understanding Xu Cao, Tong Zhou, Yunsheng Ma, Wenqian Ye, Can Cui, Kun Tang, Zhipeng Cao, Kaizhao Liang, Ziran Wang, James M. Rehg, Chao Zheng

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

UAI 2023 Mitigating Transformer Overconfidence via Lipschitz Regularization Wenqian Ye, Yunsheng Ma, Xu Cao, Kun Tang