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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. VenusFactory2 VenusFactory2 Public

    🏭 AI agent platform with skills for protein engineering, the noob-friendly AI tutorial tool for life science professionals. (ACL Demo2025, arXiv 2026)

    Python 248 36

  2. ProSST ProSST Public

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

    Python 161 20

  3. VenusREM VenusREM Public

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

    Python 145 14

  4. VenusFSFP VenusFSFP Public

    VenusFSFP: Few-Shot Protein Fitness Prediction

    Python 119 13

  5. ProtSSN ProtSSN Public

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

    Python 97 10

  6. Pro-Prime Pro-Prime Public

    Jupyter Notebook 86 13

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