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Hi, there is Liang's Lab 👋

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Research on protein-directed modification and redesign based on artificial intelligence technology.
The research content includes but is not limited to protein structure prediction and optimization, protein-directed modification, and design.

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  1. VenusFactory VenusFactory Public

    🏭 Easy data acquisition, benchmark resources, PLM fine-tuning for bio-researchers. (ACL Demo 2025)

    Python 131 18

  2. ProSST ProSST Public

    🧬 Advanced hybrid language model for directed protein evolution. (NeurIPS 2024)

    Python 131 10

  3. VenusFSFP VenusFSFP Public

    VenusFSFP: Few-Shot Protein Fitness Prediction

    Python 91 10

  4. VenusREM VenusREM Public

    🧬 Augmenting zero-shot mutant prediction by retrieval-based logits fusion. (ISMB/ECCB 2025)

    Python 91 10

  5. ProtSSN ProtSSN Public

    🧬 Fusion of protein sequence and structural information, using denoising pre-training network for zero-shot protein engineering (eLife 2025).

    Python 72 8

  6. Pro-Prime Pro-Prime Public

    Jupyter Notebook 68 11

Repositories

Showing 10 of 17 repositories
  • VenusFSFP Public

    VenusFSFP: Few-Shot Protein Fitness Prediction

    ai4protein/VenusFSFP’s past year of commit activity
    Python 91 10 8 0 Updated Aug 17, 2025
  • Pro-Prime Public
    ai4protein/Pro-Prime’s past year of commit activity
    Jupyter Notebook 68 11 10 0 Updated Aug 15, 2025
  • .github Public
    ai4protein/.github’s past year of commit activity
    Python 0 0 0 0 Updated Aug 15, 2025
  • VenusFactory Public

    🏭 Easy data acquisition, benchmark resources, PLM fine-tuning for bio-researchers. (ACL Demo 2025)

    ai4protein/VenusFactory’s past year of commit activity
    Python 131 Apache-2.0 18 9 0 Updated Aug 12, 2025
  • VenusREM Public

    🧬 Augmenting zero-shot mutant prediction by retrieval-based logits fusion. (ISMB/ECCB 2025)

    ai4protein/VenusREM’s past year of commit activity
    Python 91 10 11 1 Updated Jul 21, 2025
  • VenusMine Public
    ai4protein/VenusMine’s past year of commit activity
    Jupyter Notebook 28 1 0 0 Updated Jun 17, 2025
  • Venus-MAXWELL Public

    Source code of Venus-MAXWELL: Efficient Learning of Protein-Mutation Stability Landscapes using Protein Language Models

    ai4protein/Venus-MAXWELL’s past year of commit activity
    Python 8 0 0 0 Updated Jun 3, 2025
  • ProSST Public

    🧬 Advanced hybrid language model for directed protein evolution. (NeurIPS 2024)

    ai4protein/ProSST’s past year of commit activity
    Python 131 10 11 0 Updated May 29, 2025
  • VenusWSL Public
    ai4protein/VenusWSL’s past year of commit activity
    Python 10 0 0 0 Updated May 16, 2025
  • VenusVaccine Public
    ai4protein/VenusVaccine’s past year of commit activity
    Python 8 0 1 0 Updated May 16, 2025

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