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@HySonLab

HySonLab

This is Prof. Truong-Son Hy's research group. We work on AI for Science, Bioinformatics, Drug Discovery, Drug Repurposing, and Medical AI.

Popular repositories Loading

  1. ViDeBERTa ViDeBERTa Public

    ViDeBERTa: A powerful pre-trained language model for Vietnamese, EACL 2023

    Jupyter Notebook 54 9

  2. Protein_Redesign Protein_Redesign Public

    ProteinReDiff: Complex-based ligand-binding proteins redesign by equivariant diffusion-based generative models

    Python 40 5

  3. Directed_Evolution Directed_Evolution Public

    Protein Design by Machine Learning guided Directed Evolution

    Python 28 2

  4. Ligand_Generation Ligand_Generation Public

    Target-aware Variational Auto-encoders for Ligand Generation with Multimodal Protein Representation Learning

    Python 26 3

  5. LatentDE LatentDE Public

    Latent-based Directed Evolution guided by Gradient Ascent for Protein Design

    Python 24

  6. Protein_Pretrain Protein_Pretrain Public

    Multimodal Pretraining for Unsupervised Protein Representation Learning

    Python 22 1

Repositories

Showing 10 of 26 repositories
  • BioMedKG Public

    Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs

    HySonLab/BioMedKG’s past year of commit activity
    Python 5 1 0 0 Updated Jan 9, 2025
  • ArcRoute Public

    Hierarchical Directed Capacitated Arc Routing Problem (HDCARP)

    HySonLab/ArcRoute’s past year of commit activity
    Python 1 0 0 0 Updated Jan 6, 2025
  • DrugPipe Public

    Generative AI-assisted Drug Repurposing Pipeline

    HySonLab/DrugPipe’s past year of commit activity
    Python 9 1 0 0 Updated Jan 1, 2025
  • ML4Insects Public

    Machine Learning for signal processing on insects' behaviors

    HySonLab/ML4Insects’s past year of commit activity
    Jupyter Notebook 8 MIT 1 0 0 Updated Dec 14, 2024
  • Protein_Redesign Public

    ProteinReDiff: Complex-based ligand-binding proteins redesign by equivariant diffusion-based generative models

    HySonLab/Protein_Redesign’s past year of commit activity
    Python 40 MIT 5 0 0 Updated Nov 25, 2024
  • LearnMMF Public

    Learning to Solve Multiresolution Matrix Factorization by Manifold Optimization and Evolutionary Metaheuristics

    HySonLab/LearnMMF’s past year of commit activity
    Roff 1 0 0 0 Updated Nov 24, 2024
  • TESGraph Public

    TESGNN: 3D Temporal Equivariant Scene Graph Neural Networks

    HySonLab/TESGraph’s past year of commit activity
    Jupyter Notebook 6 0 0 0 Updated Nov 22, 2024
  • LightMed Public

    Light-weight Medical Image Segmentation

    HySonLab/LightMed’s past year of commit activity
    Python 4 MIT 2 0 0 Updated Nov 14, 2024
  • VietMedKG Public

    VietMedKG: Knowledge Graph and Benchmark for Traditional Vietnamese Medicine

    HySonLab/VietMedKG’s past year of commit activity
    Python 7 0 0 0 Updated Sep 26, 2024
  • VietMed-Sum Public

    Real-time Speech Summarization for Medical Conversations in Vietnamese

    HySonLab/VietMed-Sum’s past year of commit activity
    Jupyter Notebook 3 1 0 0 Updated Sep 7, 2024

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