antibody design

Dynamic Geometric Equivariant Network for Full-Atom Antibody Design AAAI 2026 Antibody Design and Optimization with Multi-scale Equivariant Graph Diffusion Models for Accurate Complex Antigen Binding IJCAI 2025 Bayesian Optimization of Antibodies Informed by a Generative Model of Evolving Sequences ICLR 2025 dyAb: Flow Matching for Flexible Antibody Design with AlphaFold-driven Pre-binding Antigen AAAI 2025 Generative Co-Design of Antibody Sequences and Structures via Black-Box Guidance in a Shared Latent Space IJCAI 2025 IgGM: A Generative Model for Functional Antibody and Nanobody Design ICLR 2025 Multi-objective antibody design with constrained preference optimization ICLR 2025 Relation-Aware Equivariant Graph Networks for Epitope-Unknown Antibody Design and Specificity Optimization AAAI 2025 Retrieval Augmented Diffusion Model for Structure-informed Antibody Design and Optimization ICLR 2025 Synergy of GFlowNet and Protein Language Model Makes a Diverse Antibody Designer AAAI 2025 Antibody Design Using a Score-based Diffusion Model Guided by Evolutionary, Physical and Geometric Constraints ICML 2024 Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization NeurIPS 2024 AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction NeurIPS 2024 Cross-Gate MLP with Protein Complex Invariant Embedding Is a One-Shot Antibody Designer AAAI 2024 GeoAB: Towards Realistic Antibody Design and Reliable Affinity Maturation ICML 2024 Learning to design protein-protein interactions with enhanced generalization ICLR 2024 AbDiffuser: full-atom generation of in-vitro functioning antibodies NeurIPS 2023 AbODE: Ab initio antibody design using conjoined ODEs ICML 2023 A Hierarchical Training Paradigm for Antibody Structure-sequence Co-design NeurIPS 2023 End-to-End Full-Atom Antibody Design ICML 2023 Reprogramming Pretrained Language Models for Antibody Sequence Infilling ICML 2023 Antibody-Antigen Docking and Design via Hierarchical Structure Refinement ICML 2022 Antigen-Specific Antibody Design and Optimization with Diffusion-Based Generative Models for Protein Structures NeurIPS 2022 Iterative Refinement Graph Neural Network for Antibody Sequence-Structure Co-design ICLR 2022