Mingchen Li

Publications

244

Citations

H-Index

2023

Active since

Affiliations

East China University of Science and Technology(Current)

Shanghai Artificial Intelligence Laboratory

Beijing Academy of Artificial Intelligence

Shanghai Jiao Tong University

Mingchen Li is an author at East China University of Science and Technology specializing in bioinformatics, computational linguistics, and natural language processing.

ORCID

Top concepts

EngineeringDeep LearningBioinformaticsSystems BiologyMolecular BiologyMachine TranslationComputational BiologyComputational LinguisticsNatural Language ProcessingMedicine

Publications per year

2023–2024

Publications

MedChatZH: A tuning LLM for traditional Chinese medicine consultations

Yang Tan, Zhixing Zhang, Mingchen Li et al. · Computers in Biology and Medicine · 2024 · 86 citations

Traditional Medicine, Qigong, Traditional Chinese Medicine +4

Enhancing efficiency of protein language models with minimal wet-lab data through few-shot learning

Ziyi Zhou, Liang Zhang, Yuanxi Yu et al. · Nature Communications · 2024 · 56 citations · Full text

Few-shot Learning, Structured Prediction, Llm Fine-tuning +22

A general temperature-guided language model to design proteins of enhanced stability and activity

Fan Jiang, Mingchen Li, Jiajun Dong et al. · Science Advances · 2024 · 35 citations · Full text

ProSST: Protein Language Modeling with Quantized Structure and Disentangled Attention

Mingchen Li, Pan Tan, Xinzhu Ma et al. · 2024 · 33 citations · Full text

Structured Prediction, Protein Language, Engineering +21

Aligning XAI explanations with software developers’ expectations: A case study with code smell prioritization

Zijie Huang, Huiqun Yu, Guisheng Fan et al. · Expert Systems with Applications · 2023 · 17 citations

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