Large scale paired antibody language models
ACL-2024 LlamaFactory：Unified Efficient Fine-Tuning of 100+ Language Models
ICLR-2022 Iterative Refinement Graph Neural Network for Antibody Sequence-Structure Co-design
NeurIPS-2022 Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures
IgDesign：In vitro validated antibody design against multiple therapeutic antigens using inverse folding
面向非完备数据集的深度学习
Nature Biotechnology-2024 Multistate and functional protein design using RoseTTAFold sequence space diffusion
ICLR-2020 DivideMix：Learning with Noisy Labels as Semi-supervised Learning
Evaluating the representational power of pre-trained DNA language models for regulatory genomics
Feature Reuse and Scaling：Understanding Transfer Learning with Protein Language Models