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Wenqian Ye

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

19

Venues

12

Active years

2023–2026

Best venue rank

A*

Where they publish

Papers

19 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAISAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias.Wenqian Ye, Di Wang, Guangtao Zheng, Bohan Liu, Aidong Zhang
2026KDDMM-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
2025CIKMTowards Unveiling Predictive Uncertainty Vulnerabilities in the Context of the Right to Be Forgotten.Wei Qian, Chenxu Zhao, Yangyi Li, Wenqian Ye, Mengdi Huai
2025ICMLNeuronTune: Towards Self-Guided Spurious Bias Mitigation.Guangtao Zheng, Wenqian Ye, Aidong Zhang
2025IJCAIShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models.Guangtao Zheng, Wenqian Ye, Aidong Zhang
2025IROSOn-Board Vision-Language Models (VLMs) for Personalized Motion Control of Autonomous Vehicles.Can Cui, Zichong Yang, Yupeng Zhou, Juntong Peng, Sung-Yeon Park, Cong Zhang, Yunsheng Ma, Xu Cao, Wenqian Ye, Yiheng Feng, Jitesh H. Panchal, Lingxi Li, Yaobin Chen, Ziran Wang
2025KDDImproving Group Robustness on Spurious Correlation via Evidential Alignment.Wenqian Ye, Guangtao Zheng, Aidong Zhang
2025WACVPosition: 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
2024CVPRMAPLM: 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
2024CVPRLaMPilot: 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
2024ECCVBenchmarking Spurious Bias in Few-Shot Image Classifiers.Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024EMNLPLearning Autonomous Driving Tasks via Human Feedbacks with Large Language Models.Yunsheng Ma, Xu Cao, Wenqian Ye, Can Cui, Kai Mei, Ziran Wang
2024IJCAILearning Robust Classifiers with Self-Guided Spurious Correlation Mitigation.Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024KDDSpuriousness-Aware Meta-Learning for Learning Robust Classifiers.Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024WACVDrive as You Speak: Enabling Human-Like Interaction with Large Language Models in Autonomous Vehicles.Can Cui, Yunsheng Ma, Xu Cao, Wenqian Ye, Ziran Wang
2024WACVA Survey on Multimodal Large Language Models for Autonomous Driving.Can Cui, Yunsheng Ma, Xu Cao, Wenqian Ye, Yang Zhou, Kaizhao Liang, Jintai Chen, Juanwu Lu, Zichong Yang, Kuei-Da Liao, Tianren Gao, Erlong Li, Kun Tang, Zhipeng Cao, Tong Zhou, Ao Liu, Xinrui Yan, Shuqi Mei, Jianguo Cao, Ziran Wang, Chao Zheng
2024WACVMACP: Efficient Model Adaptation for Cooperative Perception.Yunsheng Ma, Juanwu Lu, Can Cui, Sicheng Zhao, Xu Cao, Wenqian Ye, Ziran Wang
2023ICASSPVitasd: Robust Vision Transformer Baselines for Autism Spectrum Disorder Facial Diagnosis.Xu Cao, Wenqian Ye, Elena Sizikova, Xue Bai, Megan Coffee, Hongwu Zeng, Jianguo Cao
2023UAIMitigating Transformer Overconfidence via Lipschitz Regularization.Wenqian Ye, Yunsheng Ma, Xu Cao, Kun Tang