Search Results for author: Zikun Nie

Found 2 papers, 2 papers with code

MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering

1 code implementation30 Oct 2024 Yizhen Luo, Zikun Nie, Massimo Hong, Suyuan Zhao, Hao Zhou, Zaiqing Nie

To address these issues, we present MutaPLM, a unified framework for interpreting and navigating protein mutations with protein language models.

Language Modeling Language Modelling +1

Learning Multi-view Molecular Representations with Structured and Unstructured Knowledge

1 code implementation14 Jun 2024 Yizhen Luo, Kai Yang, Massimo Hong, Xing Yi Liu, Zikun Nie, Hao Zhou, Zaiqing Nie

To address these issues, we present MV-Mol, a molecular representation learning model that harvests multi-view molecular expertise from chemical structures, unstructured knowledge from biomedical texts, and structured knowledge from knowledge graphs.

Knowledge Graphs Molecular Property Prediction +3

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