YM
Yifei Ming
cs.LGcs.AIcs.CLcs.CVcs.CEcs.CYcs.SE
On Valency
published · living versionsW_cf2dagf8·v1 · currentpublished
Object-Oriented Harness: Evolving Agent Harnesses through Object-Oriented Design
with Gaotang Li, Bhavana Dalvi Mishra, Yanfei Chen, Zhongying CuiZhu +7
1 version
Preprints & journals
22 papers in the corpus · 2020–2026Object-Oriented Harness: Evolving Agent Harnesses through Object-Oriented Design2610.28380v1 · Gaotang Li, Bhavana Dalvi Mishra, Yifei Ming et al.2026 · 0 citationsarXivon Valency
Harness^2: Recursive Agent Harnessing for an Open World2610.14224v1 · Ruiyao Xu, Yanfei Chen, Zhongying CuiZhu et al.2026 · 1 citationarXiv
RRSI: Regularized Recursive Self-Improvement of Agent Harnesses2609.24972v3 · Peng Xia, Rujun Han, Zifeng Wang et al.2026 · 0 citationsarXiv
Hard2Verify: A Step-Level Verification Benchmark for Open-Ended Frontier Math2510.13744v1 · Shrey Pandit, Austin Xu, Xuan-Phi Nguyen et al.2025 · 0 citationsarXiv
Helpful Agent Meets Deceptive Judge: Understanding Vulnerabilities in Agentic Workflows2506.03332v1 · Yifei Ming, Zixuan Ke, Xuan-Phi Nguyen et al.2025 · 0 citationsarXiv
MAS-ZERO: Designing Multi-Agent Systems with Zero Supervision2505.14996v4 · Zixuan Ke, Austin Xu, Yifei Ming et al.2025 · 0 citationsarXiv
A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems2504.09037v4 · Zixuan Ke, Fangkai Jiao, Yifei Ming et al.2025 · 4 citationsarXiv
Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings2503.15620v1 · Austin Xu, Srijan Bansal, Yifei Ming et al.2025 · 7 citationsarXiv
Demystifying Domain-adaptive Post-training for Financial LLMs2501.04961v4 · Zixuan Ke, Yifei Ming, Xuan-Phi Nguyen et al.2025 · 4 citationsarXiv
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"2410.03727v3 · Yifei Ming, Senthil Purushwalkam, Shrey Pandit et al.2024 · 3 citationsarXiv
Is A Picture Worth A Thousand Words? Delving Into Spatial Reasoning for Vision Language Models2406.14852v2 · Jiayu Wang, Yifei Ming, Zhenmei Shi et al.2024 · 29 citationsarXiv
Understanding Retrieval-Augmented Task Adaptation for Vision-Language Models2405.01468v1 · Yifei Ming, Yixuan Li2024 · 0 citationsarXiv
HYPO: Hyperspherical Out-of-Distribution Generalization2402.07785v3 · Haoyue Bai, Yifei Ming, Julian Katz-Samuels et al.2024 · 3 citationsarXiv
How Does Fine-Tuning Impact Out-of-Distribution Detection for Vision-Language Models?2306.06048v3 · Yifei Ming, Yixuan Li2023 · 32 citationsInternational Journal of Computer Vision 2023
Domain Generalization via Nuclear Norm Regularization2303.07527v2 · Zhenmei Shi, Yifei Ming, Ying Fan et al.2023 · 4 citationsarXiv
Delving into Out-of-Distribution Detection with Vision-Language Representations2211.13445v1 · Yifei Ming, Ziyang Cai, Jiuxiang Gu et al.2022 · 80 citationsarXiv
POEM: Out-of-Distribution Detection with Posterior Sampling2206.13687v1 · Yifei Ming, Ying Fan, Yixuan Li2022 · 35 citationsThirty-ninth International Conference on Machine Learning (2022)
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment2205.11616v2 · Tuan Dinh, Jy-yong Sohn, Shashank Rajput et al.2022 · 0 citationsarXiv
Out-of-Distribution Detection with Deep Nearest Neighbors2204.06507v3 · Yiyou Sun, Yifei Ming, Xiaojin Zhu et al.2022 · 192 citationsarXiv
How to Exploit Hyperspherical Embeddings for Out-of-Distribution Detection?2203.04450v3 · Yifei Ming, Yiyou Sun, Ousmane Dia et al.2022 · 43 citationsThe Eleventh International Conference on Learning Representations, 2023
On the Impact of Spurious Correlation for Out-of-distribution Detection2109.05642v1 · Yifei Ming, Hang Yin, Yixuan Li2021 · 36 citationsAAAI 2022
Model-based Reinforcement Learning for Continuous Control with Posterior Sampling2012.09613v2 · Ying Fan, Yifei Ming2020 · 6 citationsProceedings of the 38th International Conference on Machine Learning, PMLR 139:3078-3087, 2021
Career total: 25 works. 22 are in this corpus.
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