Concepedia

Mingchen Li

ML

13

Publications

470

Citations

11

H-Index

2018

Active since

Affiliations

University of Minnesota(Current)

Minnesota Department of Health

Fudan University

Mingchen Li is an author at University of Minnesota specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringData ScienceDeep LearningComputer ScienceMachine LearningPattern RecognitionArtificial IntelligenceAdversarial Machine LearningBiometricsImage Analysis

Publications per year

2018–2025

13

Publications

13

Gradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks

Mingchen Li, Mahdi Soltanolkotabi, Samet Oymak · arXiv (Cornell University) · 2019 · 155 citations · Full text

Artificial Intelligence, Gradient Descent, Engineering +17

Gradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks

Mingchen Li, Mahdi Soltanolkotabi, Samet Oymak · International Conference on Artificial Intelligence and Statistics · 2019 · 51 citations

Artificial Intelligence, Gradient Descent, Engineering +17

RT: a Retrieving and Chain-of-Thought framework for few-shot medical named entity recognition

Mingchen Li, Huixue Zhou, Han Yang et al. · Journal of the American Medical Informatics Association · 2024 · 42 citations · Full text

Robust 3-D Human Detection in Complex Environments With a Depth Camera

Luchao Tian, Mingchen Li, Hao Yu et al. · IEEE Transactions on Multimedia · 2018 · 36 citations

Engineering, Machine Learning, Human Pose Estimation +25

BiomedRAG: A retrieval augmented large language model for biomedicine

Mingchen Li, Halil Kilicoglu, Hua Xu et al. · Journal of Biomedical Informatics · 2025 · 33 citations · Full text

Natural Language Processing, Retrieval Augmented Generation, Engineering +7

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