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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
39
AI4Protein/deep_bpe_1600
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15
AI4Protein/VenusPLM-300M
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470
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2
AI4Protein/deep_unigram_50
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18
AI4Protein/deep_bpe_3200
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8
AI4Protein/deep_bpe_800
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11
AI4Protein/deep_bpe_400
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24
AI4Protein/deep_bpe_200
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10
AI4Protein/deep_bpe_50
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19
AI4Protein/deep_base
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8
AI4Protein/ProSSTX-2048-2
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0.4B
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17
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1
datasets
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AI4Protein/ssp_q8
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11.5k
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AI4Protein/ssp_q3
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11.5k
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42
AI4Protein/material_production
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28.1k
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AI4Protein/temperature_stability
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419k
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AI4Protein/tcr_pmhc_affinity
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AI4Protein/peptide_HLA_MHC_affinity
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AI4Protein/contact_prediction_binary
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AI4Protein/cloning_clf
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AI4Protein/proteingym_87
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AI4Protein/VenusVaccine_VirusBinary_ESMFold
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