WY
Wenqian Ye
cs.AIcs.CVcs.LGcs.CLcs.HCcs.ROcs.CYcs.IReess.IV
On Valency
published · living versionsW_7vqtubdg·v1 · currentpublished
Structure, Not Sequence: Tracking and Validating Folding Mechanisms in ESMFold's Trunk with Sparse Autoencoders
with Bohan Liu, Xiaohan Fan, Aidong Zhang
1 version
Preprints & journals
30 papers in the corpus · 2021–2026ProofEvolve: Neuro-Symbolic Evolution for Formal Automated Theorem Proving2608.26334v1 · Wenqian Ye, Ziwei Guan, Eric Xie et al.2026 · 0 citationsarXiv
ALPS: Measuring Valid Creativity in Large Language Models with Mathematical Construction2608.15979v1 · Eric Xie, Wenqian Ye, Aidong Zhang2026 · 0 citationsarXiv
Tevatron Meets Megatron: Expert-Parallel LLM Reranker Training on an Academic Budget2608.00916v1 · Zhichao Xu, Xueguang Ma, Shengyao Zhuang et al.2026 · 0 citationsarXiv
Towards Robustness against Typographic Attack with Training-free Concept Localization2607.02494v1 · Bohan Liu, Wenqian Ye, Guangzhi Xiong et al.2026 · 0 citationsarXiv
A Sober Look at Agentic Misalignment in Automated Workflows2605.24197v2 · Wenqian Ye, Bo Yuan, Zhichao Xu et al.2026 · 0 citationsarXiv
SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias2511.13005v1 · Wenqian Ye, Di Wang, Guangtao Zheng et al.2025 · 1 citationarXiv
Rectifying Shortcut Behaviors in Preference-based Reward Learning2510.19050v1 · Wenqian Ye, Guangtao Zheng, Aidong Zhang2025 · 0 citationsarXiv
RECON: Reasoning with Condensation for Efficient Retrieval-Augmented Generation2510.10448v2 · Zhichao Xu, Minheng Wang, Yawei Wang et al.2025 · 0 citationsarXiv
Towards Unveiling Predictive Uncertainty Vulnerabilities in the Context of the Right to Be Forgotten2508.07458v1 · Wei Qian, Chenxu Zhao, Yangyi Li et al.2025 · 1 citationarXiv
Improving Group Robustness on Spurious Correlation via Evidential Alignment2506.11347v3 · Wenqian Ye, Guangtao Zheng, Aidong Zhang2025 · 1 citationarXiv
NeuronTune: Towards Self-Guided Spurious Bias Mitigation2505.24048v1 · Guangtao Zheng, Wenqian Ye, Aidong Zhang2025 · 0 citationsarXiv
ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models2505.13910v2 · Guangtao Zheng, Wenqian Ye, Aidong Zhang2025 · 0 citationsarXiv
Recent Advances, Applications and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2024 Symposium2502.06693v1 · Amin Adibi, Xu Cao, Zongliang Ji et al.2025 · 2 citationsarXiv
Medical Video Generation for Disease Progression Simulation2411.11943v1 · Xu Cao, Kaizhao Liang, Kuei-Da Liao et al.2024 · 2 citationsarXiv
On-Board Vision-Language Models for Personalized Autonomous Vehicle Motion Control: System Design and Real-World Validation2411.11913v1 · Can Cui, Zichong Yang, Yupeng Zhou et al.2024 · 1 citationarXiv
MpoxVLM: A Vision-Language Model for Diagnosing Skin Lesions from Mpox Virus Infection2411.10888v1 · Xu Cao, Wenqian Ye, Kenny Moise et al.2024 · 1 citationarXiv
Benchmarking Spurious Bias in Few-Shot Image Classifiers2409.02882v1 · Guangtao Zheng, Wenqian Ye, Aidong Zhang2024 · 1 citationarXiv
MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs2406.17126v2 · Wenqian Ye, Bohan Liu, Guangtao Zheng et al.2024 · 0 citationsarXiv
Spuriousness-Aware Meta-Learning for Learning Robust Classifiers2406.10742v1 · Guangtao Zheng, Wenqian Ye, Aidong Zhang2024 · 5 citationsarXiv
What is the Visual Cognition Gap between Humans and Multimodal LLMs?2406.10424v2 · Xu Cao, Yifan Shen, Bolin Lai et al.2024 · 0 citationsarXiv
The Clever Hans Mirage: A Comprehensive Survey on Spurious Correlations in Machine Learning2402.12715v4 · Wenqian Ye, Luyang Jiang, Eric Xie et al.2024 · 22 citationsarXiv
LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs2312.04372v2 · Yunsheng Ma, Can Cui, Xu Cao et al.2023 · 50 citationsarXiv
A Survey on Multimodal Large Language Models for Autonomous Driving2311.12320v1 · Can Cui, Yunsheng Ma, Xu Cao et al.2023 · 369 citationsarXiv
MACP: Efficient Model Adaptation for Cooperative Perception2310.16870v2 · Yunsheng Ma, Juanwu Lu, Can Cui et al.2023 · 18 citationsarXiv
Receive, Reason, and React: Drive as You Say with Large Language Models in Autonomous Vehicles2310.08034v1 · Can Cui, Yunsheng Ma, Xu Cao et al.2023 · 116 citationsarXiv
Drive as You Speak: Enabling Human-Like Interaction with Large Language Models in Autonomous Vehicles2309.10228v1 · Can Cui, Yunsheng Ma, Xu Cao et al.2023 · 123 citationsarXiv
Mitigating Transformer Overconfidence via Lipschitz Regularization2306.06849v2 · Wenqian Ye, Yunsheng Ma, Xu Cao et al.2023 · 4 citationsarXiv
CEMFormer: Learning to Predict Driver Intentions from In-Cabin and External Cameras via Spatial-Temporal Transformers2305.07840v1 · Yunsheng Ma, Wenqian Ye, Xu Cao et al.2023 · 13 citationsarXiv
ViTASD: Robust Vision Transformer Baselines for Autism Spectrum Disorder Facial Diagnosis2210.16943v2 · Xu Cao, Wenqian Ye, Elena Sizikova et al.2022 · 31 citationsarXiv
Adversarial Examples Generation for Reducing Implicit Gender Bias in Pre-trained Models2110.01094v1 · Wenqian Ye, Fei Xu, Yaojia Huang et al.2021 · 0 citationsarXiv
Career total: 37 works. 30 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.