AI & ML interests
AI For protein langugae model.
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Hi, there is Liang's Lab 👋
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.
🎈 Recent Papers
- VenusFactory: An Integrated System for Protein Engineering with Data Retrieval and Language Model Fine-Tuning. ACL Demo, 2025.
- From high-throughput evaluation to wet-lab studies: advancing mutation effect prediction with a retrieval-enhanced model. ISMB/ECCB, 2025.
- Immunogenicity Prediction with Dual Attention Enables Vaccine Target Selection. ICLR, 2025.
- VenusMutHub: A systematic evaluation of protein mutation effect predictors on small-scale experimental data. Acta Pharmaceutica Sinica B, 2025.
models 42
AI4Protein/VenusFold
0.5B • Updated • 9 • 1
AI4Protein/VenusFactory2-ckpts
Updated
AI4Protein/deep_bpe_1600
Feature Extraction • 86.9M • Updated • 105 • 1
AI4Protein/VenusPLM-300M
0.3B • Updated • 33 • 3
AI4Protein/deep_unigram_50
Feature Extraction • Updated • 21
AI4Protein/deep_bpe_3200
Feature Extraction • Updated • 39 • 1
AI4Protein/deep_bpe_800
Feature Extraction • Updated • 36
AI4Protein/deep_bpe_400
Feature Extraction • Updated • 23
AI4Protein/deep_bpe_200
Feature Extraction • Updated • 35
AI4Protein/deep_bpe_50
Feature Extraction • Updated • 46
datasets 174
AI4Protein/VenusREM-Harness
Preview • Updated • 73
AI4Protein/EC_AlphaFold2
Viewer • Updated • 16.2k • 145 • 2
AI4Protein/ssp_q8
Viewer • Updated • 11.5k • 25
AI4Protein/ssp_q3
Viewer • Updated • 11.5k • 45
AI4Protein/material_production
Viewer • Updated • 28.1k • 97
AI4Protein/temperature_stability
Viewer • Updated • 419k • 84 • 1
AI4Protein/tcr_pmhc_affinity
Viewer • Updated • 24k • 27
AI4Protein/peptide_HLA_MHC_affinity
Viewer • Updated • 72.8k • 35
AI4Protein/contact_prediction_binary
Viewer • Updated • 14.4k • 56
AI4Protein/cloning_clf
Viewer • Updated • 28.2k • 128