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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 39 5

  3. Directed_Evolution Directed_Evolution Public

    Protein Design by Machine Learning guided Directed Evolution

    Python 27 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. Multires-Graph-Transformer Multires-Graph-Transformer Public

    Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Long-Range and Hierarchical Structures

    Python 20 4

Repositories

Showing 10 of 24 repositories
  • 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 11, 2024
  • DrugPipe Public

    Generative AI-assisted Drug Repurposing Pipeline

    HySonLab/DrugPipe’s past year of commit activity
    Python 6 0 0 0 Updated Dec 11, 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 39 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 4 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
  • TWGNN Public

    Fast Temporal Wavelet Graph Neural Networks (NeurIPS 2023)

    HySonLab/TWGNN’s past year of commit activity
    Python 6 3 1 0 Updated Aug 10, 2024
  • EntityKG Public

    wav2graph: A Framework for Supervised Learning Knowledge Graph from Speech

    HySonLab/EntityKG’s past year of commit activity
    Python 8 MIT 0 0 0 Updated Aug 9, 2024

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