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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 58 11

  2. Directed_Evolution Directed_Evolution Public

    Protein Design by Machine Learning guided Directed Evolution

    Python 46 6

  3. Protein_Redesign Protein_Redesign Public

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

    Python 39 8

  4. LatentDE LatentDE Public

    LatentDE: Latent-based Directed Evolution for Protein Sequence Design

    Python 36 2

  5. Ligand_Generation Ligand_Generation Public

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

    Python 31 5

  6. BioMedKG BioMedKG Public

    Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs

    Python 24 5

Repositories

Showing 10 of 37 repositories
  • 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 Dec 9, 2025
  • BioMedKG Public

    Multimodal Contrastive Representation Learning in Augmented Biomedical Knowledge Graphs

    HySonLab/BioMedKG’s past year of commit activity
    Python 24 5 0 0 Updated Dec 8, 2025
  • WaveletPE Public

    Range-aware Graph Positional Encoding via High-order Pretraining: Theory and Practice

    HySonLab/WaveletPE’s past year of commit activity
    Python 2 1 0 0 Updated Nov 12, 2025
  • EvoSynth Public

    EvoSynth: Enabling Multi-Target Drug Discovery through Latent Evolutionary Optimization and Synthesis-Aware Prioritization

    HySonLab/EvoSynth’s past year of commit activity
    Jupyter Notebook 3 0 0 0 Updated Nov 5, 2025
  • TESGraph Public

    TESGNN: 3D Temporal Equivariant Scene Graph Neural Networks (published at TMLR)

    HySonLab/TESGraph’s past year of commit activity
    Jupyter Notebook 13 0 1 0 Updated Nov 2, 2025
  • LightMed Public

    FFTMed: leveraging fast-fourier transform for a lightweight and adversarial-resilient medical image segmentation framework (published at Scientific Reports - Nature)

    HySonLab/LightMed’s past year of commit activity
    Python 6 MIT 3 0 0 Updated Oct 29, 2025
  • AdaptFNO Public

    AdaptFNO: Adaptive Fourier Neural Operator with Dynamic Spectral Modes and Multiscale Learning

    HySonLab/AdaptFNO’s past year of commit activity
    Python 2 0 0 0 Updated Sep 27, 2025
  • ArcRoute Public

    Hierarchical Directed Capacitated Arc Routing Problem (HDCARP)

    HySonLab/ArcRoute’s past year of commit activity
    Python 7 2 0 1 Updated Sep 27, 2025
  • EquiHGNN Public

    Rotationally Equivariant Hypergraph Neural Networks (EquiHGNN)

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

    DiffPlace: A Conditional Diffusion Framework for Simultaneous VLSI Placement Beyond Sequential Paradigms

    HySonLab/DiffPlace’s past year of commit activity
    4 0 1 0 Updated Sep 9, 2025
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