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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 56 9

  2. Directed_Evolution Directed_Evolution Public

    Protein Design by Machine Learning guided Directed Evolution

    Python 39 4

  3. Protein_Redesign Protein_Redesign Public

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

    Python 38 8

  4. LatentDE LatentDE Public

    LatentDE: Latent-based Directed Evolution for Protein Sequence Design

    Python 35 1

  5. Ligand_Generation Ligand_Generation Public

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

    Python 30 3

  6. Protein_Pretrain Protein_Pretrain Public

    Multimodal Pretraining for Unsupervised Protein Representation Learning

    Python 22 1

Repositories

Showing 10 of 33 repositories
  • MatCPP Public

    Efficient Matheuristics for Solving the Chinese Postman Problem with Load Constraints

    HySonLab/MatCPP’s past year of commit activity
    C++ 1 0 0 0 Updated May 15, 2025
  • PointDistill Public

    Topology-Guided Knowledge Distillation for Efficient Point Cloud Processing

    HySonLab/PointDistill’s past year of commit activity
    Python 4 0 0 0 Updated May 14, 2025
  • MGVAE Public

    Higher-order permutation-equivariant graph variational autoencoder to generate molecules in multiresolution manner. https://iopscience.iop.org/article/10.1088/2632-2153/acc0d8

    HySonLab/MGVAE’s past year of commit activity
    Python 2 0 0 0 Updated May 12, 2025
  • EquiHGNN Public

    Rotationally Equivariant Hypergraph Neural Networks (EquiHGNN)

    HySonLab/EquiHGNN’s past year of commit activity
    Python 8 2 1 0 Updated May 12, 2025
  • DrugPipe Public

    Generative AI-assisted Drug Repurposing Pipeline

    HySonLab/DrugPipe’s past year of commit activity
    Python 9 2 0 0 Updated May 1, 2025
  • LightMed Public

    Light-weight Medical Image Segmentation

    HySonLab/LightMed’s past year of commit activity
    Python 4 MIT 2 0 0 Updated Apr 30, 2025
  • Design2Code Public

    Large Language Model in combination with Large Vision Model for the task of code generation given design sketch.

    HySonLab/Design2Code’s past year of commit activity
    Python 7 0 0 0 Updated Apr 29, 2025
  • ML4Insects Public

    Machine Learning for Automated Electrical Penetration Graph Analysis of Aphid Feeding Behavior: Accelerating Research on Insect-Plant Interactions

    HySonLab/ML4Insects’s past year of commit activity
    Jupyter Notebook 10 MIT 1 1 0 Updated Apr 4, 2025
  • Directed_Evolution Public

    Protein Design by Machine Learning guided Directed Evolution

    HySonLab/Directed_Evolution’s past year of commit activity
    Python 39 GPL-3.0 4 1 0 Updated Apr 2, 2025
  • LatentDE Public

    LatentDE: Latent-based Directed Evolution for Protein Sequence Design

    HySonLab/LatentDE’s past year of commit activity
    Python 35 GPL-3.0 1 0 0 Updated Apr 2, 2025
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