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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 53 9

  2. Protein_Redesign Protein_Redesign Public

    Complex-based Ligand-Binding Proteins Redesign by Equivariant Diffusion-based Generative Models

    Python 38 5

  3. Ligand_Generation Ligand_Generation Public

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

    Python 26 3

  4. Directed_Evolution Directed_Evolution Public

    Protein Design by Machine Learning guided Directed Evolution

    Python 24 2

  5. LatentDE LatentDE Public

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

    Python 21

  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 22 repositories
  • ML4Insects Public

    Machine Learning for signal processing on insects' behaviors

    HySonLab/ML4Insects’s past year of commit activity
    Jupyter Notebook 7 MIT 1 0 0 Updated Nov 6, 2024
  • LightMed Public

    Light-weight Medical Image Segmentation

    HySonLab/LightMed’s past year of commit activity
    Python 3 MIT 0 0 0 Updated Nov 1, 2024
  • Protein_Redesign Public

    Complex-based Ligand-Binding Proteins Redesign by Equivariant Diffusion-based Generative Models

    HySonLab/Protein_Redesign’s past year of commit activity
    Python 38 MIT 5 0 0 Updated Oct 31, 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
  • Protein_Pretrain Public

    Multimodal Pretraining for Unsupervised Protein Representation Learning

    HySonLab/Protein_Pretrain’s past year of commit activity
    Python 19 1 0 0 Updated Jul 30, 2024
  • Directed_Evolution Public

    Protein Design by Machine Learning guided Directed Evolution

    HySonLab/Directed_Evolution’s past year of commit activity
    Python 24 GPL-3.0 2 1 0 Updated Jul 27, 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 Jun 4, 2024