Wenqian Ye - RankMe

53 papers A* 7A 4Misc 2Journal 29Unranked 11

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs. KDD (1) Wenqian Ye, Bohan Liu, Guangtao Zheng, Di Wang, Xu Cao, Yunsheng Ma, Bolin Lai, James M. Rehg, Aidong Zhang
2026	A*	`conf`	SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias. AAAI Wenqian Ye, Di Wang, Guangtao Zheng, Bohan Liu, Aidong Zhang
2026	J	`jnl`	The Clever Hans Mirage: A Comprehensive Survey on Spurious Correlations in Machine Learning. Trans. Mach. Learn. Res. 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 A. Kautz, Aidong Zhang
2025	—	`conf`	Improving Group Robustness on Spurious Correlation via Evidential Alignment. KDD (2) Wenqian Ye, Guangtao Zheng, Aidong Zhang
2025	J	`jnl`	Improving Group Robustness on Spurious Correlation via Evidential Alignment. CoRR Wenqian Ye, Guangtao Zheng, Aidong Zhang
2025	A*	`conf`	NeuronTune: Towards Self-Guided Spurious Bias Mitigation. ICML Guangtao Zheng, Wenqian Ye, Aidong Zhang
2025	J	`jnl`	NeuronTune: Towards Self-Guided Spurious Bias Mitigation. CoRR Guangtao Zheng, Wenqian Ye, Aidong Zhang
2025	A	`conf`	On-Board Vision-Language Models (VLMs) for Personalized Motion Control of Autonomous Vehicles. IROS 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
2025	—	`conf`	Position: Prospective of Autonomous Driving - Multimodal LLMs, World Models, Embodied Intelligence, AI Alignment, and Mamba. WACV (Workshops) 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
2025	J	`jnl`	RECON: Reasoning with Condensation for Efficient Retrieval-Augmented Generation. CoRR Zhichao Xu, Minheng Wang, Yawei Wang, Wenqian Ye, Yuntao Du, Yunpu Ma, Yijun Tian
2025	J	`jnl`	Recent Advances, Applications and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2024 Symposium. CoRR Amin Adibi, Xu Cao, Zongliang Ji, Jivat Neet Kaur, Winston Chen, Elizabeth Healey, Brighton Nuwagira, Wenqian Ye, Geoffrey Woollard, Maxwell A. Xu, Hejie Cui, Johnny Xi, Trenton Chang, Vasiliki Bikia, Nicole Zhang, Ayush Noori, Yuan Xia, Md. Belal Hossain, Hanna A. Frank, Alina Peluso, Yuan Pu, Shannon Zejiang Shen, John Wu, Adibvafa Fallahpour, Sazan Mahbub, Ross Duncan, Yuwei Zhang, Yurui Cao, Zuheng Xu, Michael Craig, Rahul G. Krishnan, Rahmatollah Beheshti, James M. Rehg, Mohammad Ehsanul Karim, Megan Coffee, Leo Anthony Celi, Jason Alan Fries, Mohsen Sadatsafavi, Dennis L. Shung, Shannon K. McWeeney, Jessica Dafflon, Sarah Jabbour
2025	J	`jnl`	Rectifying Shortcut Behaviors in Preference-based Reward Learning. CoRR Wenqian Ye, Guangtao Zheng, Aidong Zhang
2025	J	`jnl`	SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias. CoRR Wenqian Ye, Di Wang, Guangtao Zheng, Bohan Liu, Aidong Zhang
2025	A*	`conf`	ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models. IJCAI Guangtao Zheng, Wenqian Ye, Aidong Zhang
2025	J	`jnl`	ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models. CoRR Guangtao Zheng, Wenqian Ye, Aidong Zhang
2025	A	`conf`	Towards Unveiling Predictive Uncertainty Vulnerabilities in the Context of the Right to Be Forgotten. CIKM Wei Qian, Chenxu Zhao, Yangyi Li, Wenqian Ye, Mengdi Huai
2025	J	`jnl`	Towards Unveiling Predictive Uncertainty Vulnerabilities in the Context of the Right to Be Forgotten. CoRR Wei Qian, Chenxu Zhao, Yangyi Li, Wenqian Ye, Mengdi Huai
2024	—	`conf`	A Survey on Multimodal Large Language Models for Autonomous Driving. WACV (Workshops) 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
2024	—	`conf`	Benchmarking Spurious Bias in Few-Shot Image Classifiers. ECCV (80) Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024	J	`jnl`	Benchmarking Spurious Bias in Few-Shot Image Classifiers. CoRR Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024	—	`conf`	Drive as You Speak: Enabling Human-Like Interaction with Large Language Models in Autonomous Vehicles. WACV (Workshops) Can Cui, Yunsheng Ma, Xu Cao, Wenqian Ye, Ziran Wang
2024	—	`conf`	EHRMamba: Towards Generalizable and Scalable Foundation Models for Electronic Health Records. ML4H@NeurIPS Adibvafa Fallahpour, Mahshid Alinoori, Wenqian Ye, Xu Cao, Arash Afkanpour, Amrit Krishnan
2024	A*	`conf`	LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs. CVPR 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
2024	—	`conf`	Learning Autonomous Driving Tasks via Human Feedbacks with Large Language Models. EMNLP (Findings) Yunsheng Ma, Xu Cao, Wenqian Ye, Can Cui, Kai Mei, Ziran Wang
2024	A*	`conf`	Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation. IJCAI Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024	J	`jnl`	Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation. CoRR Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024	A	`conf`	MACP: Efficient Model Adaptation for Cooperative Perception. WACV Yunsheng Ma, Juanwu Lu, Can Cui, Sicheng Zhao, Xu Cao, Wenqian Ye, Ziran Wang
2024	A*	`conf`	MAPLM: A Real-World Large-Scale Vision-Language Benchmark for Map and Traffic Scene Understanding. CVPR Xu Cao, Tong Zhou, Yunsheng Ma, Wenqian Ye, Can Cui, Kun Tang, Zhipeng Cao, Kaizhao Liang, Ziran Wang, James M. Rehg, Chao Zheng
2024	J	`jnl`	MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs. CoRR Wenqian Ye, Guangtao Zheng, Yunsheng Ma, Xu Cao, Bolin Lai, James M. Rehg, Aidong Zhang
2024	J	`jnl`	Medical Video Generation for Disease Progression Simulation. CoRR Xu Cao, Kaizhao Liang, Kuei-Da Liao, Tianren Gao, Wenqian Ye, Jintai Chen, Zhiguang Ding, Jianguo Cao, James M. Rehg, Jimeng Sun
2024	—	`conf`	MpoxVLM: A Vision-Language Model for Diagnosing Skin Lesions from Mpox Virus Infection. ML4H@NeurIPS Xu Cao, Wenqian Ye, Kenny Moise, Megan Coffee
2024	J	`jnl`	MpoxVLM: A Vision-Language Model for Diagnosing Skin Lesions from Mpox Virus Infection. CoRR Xu Cao, Wenqian Ye, Kenny Moise, Megan Coffee
2024	J	`jnl`	On-Board Vision-Language Models for Personalized Autonomous Vehicle Motion Control: System Design and Real-World Validation. CoRR 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
2024	J	`jnl`	Receive, Reason, and React: Drive as You Say, With Large Language Models in Autonomous Vehicles. IEEE Intell. Transp. Syst. Mag. Can Cui, Yunsheng Ma, Xu Cao, Wenqian Ye, Ziran Wang
2024	J	`jnl`	Spurious Correlations in Machine Learning: A Survey. CoRR Wenqian Ye, Guangtao Zheng, Xu Cao, Yunsheng Ma, Xia Hu, Aidong Zhang
2024	A*	`conf`	Spuriousness-Aware Meta-Learning for Learning Robust Classifiers. KDD Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024	J	`jnl`	Spuriousness-Aware Meta-Learning for Learning Robust Classifiers. CoRR Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024	J	`jnl`	What is the Visual Cognition Gap between Humans and Multimodal LLMs? CoRR Xu Cao, Bolin Lai, Wenqian Ye, Yunsheng Ma, Joerg Heintz, Jintai Chen, Jianguo Cao, James M. Rehg
2023	J	`jnl`	A Survey on Multimodal Large Language Models for Autonomous Driving. CoRR 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
2023	J	`jnl`	CEMFormer: Learning to Predict Driver Intentions from In-Cabin and External Cameras via Spatial-Temporal Transformers. CoRR Yunsheng Ma, Wenqian Ye, Xu Cao, Amr Abdelraouf, Kyungtae Han, Rohit Gupta, Ziran Wang
2023	—	`conf`	CEMFormer: Learning to Predict Driver Intentions from in-Cabin and External Cameras via Spatial-Temporal Transformers. ITSC Yunsheng Ma, Wenqian Ye, Xu Cao, Amr Abdelraouf, Kyungtae Han, Rohit Gupta, Ziran Wang
2023	J	`jnl`	Drive as You Speak: Enabling Human-Like Interaction with Large Language Models in Autonomous Vehicles. CoRR Can Cui, Yunsheng Ma, Xu Cao, Wenqian Ye, Ziran Wang
2023	Misc	`conf`	Human-Autonomy Teaming on Autonomous Vehicles with Large Language Model-Enabled Human Digital Twins. SEC Can Cui, Yunsheng Ma, Xu Cao, Wenqian Ye, Ziran Wang
2023	J	`jnl`	LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs. CoRR 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
2023	J	`jnl`	MACP: Efficient Model Adaptation for Cooperative Perception. CoRR Yunsheng Ma, Juanwu Lu, Can Cui, Sicheng Zhao, Xu Cao, Wenqian Ye, Ziran Wang
2023	A	`conf`	Mitigating Transformer Overconfidence via Lipschitz Regularization. UAI Wenqian Ye, Yunsheng Ma, Xu Cao, Kun Tang
2023	J	`jnl`	Mitigating Transformer Overconfidence via Lipschitz Regularization. CoRR Wenqian Ye, Yunsheng Ma, Xu Cao, Kun Tang
2023	J	`jnl`	PIE: Simulating Disease Progression via Progressive Image Editing. CoRR Kaizhao Liang, Xu Cao, Kuei-Da Liao, Tianren Gao, Wenqian Ye, Zhengyu Chen, Jianguo Cao, Tejas Nama, Jimeng Sun
2023	J	`jnl`	Receive, Reason, and React: Drive as You Say with Large Language Models in Autonomous Vehicles. CoRR Can Cui, Yunsheng Ma, Xu Cao, Wenqian Ye, Ziran Wang
2023	Misc	`conf`	Vitasd: Robust Vision Transformer Baselines for Autism Spectrum Disorder Facial Diagnosis. ICASSP Xu Cao, Wenqian Ye, Elena Sizikova, Xue Bai, Megan Coffee, Hongwu Zeng, Jianguo Cao
2022	J	`jnl`	ViTASD: Robust Vision Transformer Baselines for Autism Spectrum Disorder Facial Diagnosis. CoRR Xu Cao, Wenqian Ye, Elena Sizikova, Xue Bai, Megan Coffee, Hongwu Zeng, Jianguo Cao
2021	J	`jnl`	Adversarial Examples Generation for Reducing Implicit Gender Bias in Pre-trained Models. CoRR Wenqian Ye, Fei Xu, Yaojia Huang, Cassie Huang, Ji A
2021	—	`conf`	Combining FCA-Map with representation learning for aligning large biomedical ontologies. OM@ISWC Guoxuan Li, Songmao Zhang, Jiayi Wei, Wenqian Ye