Tan, Pan

1. Enhancing the efficiency of protein language models with minimal wet-lab data through few-shot learning
   2024/02/03 by Ziyi Zhou, Zhou, Ziyi, Liang Zhang +9 · 3 citations
   Biochemistry, Genetics and Molecular Biology · #Machine Learning in Bioinformatics #Genomics and Phylogenetic Studies #Genetics, Bioinformatics, and Biomedical Research
2. Accurate and Definite Mutational Effect Prediction with Lightweight Equivariant Graph Neural Networks
   2023/04/13 by Bingxin Zhou, Outongyi Lv, Zhou, Bingxin +11 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #FOS: Biological sciences #FOS: Computer and information sciences #Genetics, Bioinformatics, and Biomedical Research #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
3. Simple, Efficient and Scalable Structure-aware Adapter Boosts Protein Language Models
   2024/04/23 by Yang Tan, Mingchen Li, Tan, Yang +17 · 1 citation
   Biochemistry, Genetics and Molecular Biology · #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Microbial Metabolic Engineering and Bioproduction #Protein Structure and Dynamics