Yifei Ming

Computer Science · Physical Sciences

6h-index221citations31works1.42yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(7), Anomaly Detection Techniques and Applications(7), Multimodal Machine Learning Applications(7), Adversarial Robustness in Machine Learning(6), Advanced Neural Network Applications(3)

Publications31 total

Hard2Verify: A Step-Level Verification Benchmark for Open-Ended Frontier Math
arXiv (Cornell University)·2025Open Access
Helpful Agent Meets Deceptive Judge: Understanding Vulnerabilities in Agentic Workflows
arXiv (Cornell University)·2025Open Access
MAS-ZERO: Designing Multi-Agent Systems with Zero Supervision
arXiv (Cornell University)·2025Open Access
A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems
arXiv (Cornell University)·2025· 1 citedOpen Access
Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings
arXiv (Cornell University)·2025Open Access
Demystifying Domain-adaptive Post-training for Financial LLMs
arXiv (Cornell University)·2025Open Access
Demystifying Domain-adaptive Post-training for Financial LLMs
2025· 1 citedOpen Access
Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings
2025· 3 cited
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
arXiv (Cornell University)·2024· 3 citedOpen Access
Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models
arXiv (Cornell University)·2024· 3 citedOpen Access
ReweightOOD: Loss Reweighting for Distance-based OOD Detection
2024· 5 cited
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models
arXiv (Cornell University)·2024Open Access
HYPO: Hyperspherical Out-of-Distribution Generalization
arXiv (Cornell University)·2024· 1 citedOpen Access
Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models
2024· 2 cited
Are Vision Transformers Robust to Spurious Correlations?
International Journal of Computer Vision·2023
How Does Fine-Tuning Impact Out-of-Distribution Detection for Vision-Language Models?
International Journal of Computer Vision·2023· 26 cited
How Does Fine-Tuning Impact Out-of-Distribution Detection for Vision-Language Models?
arXiv (Cornell University)·2023Open Access
Domain Generalization via Nuclear Norm Regularization
arXiv (Cornell University)·2023· 2 citedOpen Access
Delving into Out-of-Distribution Detection with Vision-Language Representations
arXiv (Cornell University)·2022· 31 citedOpen Access
POEM: Out-of-Distribution Detection with Posterior Sampling
arXiv (Cornell University)·2022· 16 citedOpen Access
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Frequent Co-authors

Shafiq Joty(9), Yixuan Li(6), Xuan-Phi Nguyen(6), Caiming Xiong(6), Zixuan Ke(5), Yiyou Sun(3), Zhenmei Shi(3), Austin Xu(3), Yixuan Li(2), Yixuan Li(2), Ying Fan(2), Ying Fan(2), Aimin Xu(2), Srijan Bansal(2), Semih Yavuz(2), Jiayu Wang(2), Vibhav Vineet(2), Xin Wang(2), Neel Joshi(2), Shrey Pandit(2)