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Papers
Bridging the Gap between Learning and Inference for Diffusion-Based Molecule Generation
ACML 2025
Enhancing Ligand Validity and Affinity in Structure-Based Drug Design with Multi-Reward Optimization
ICML 2025
Large Language and Protein Assistant for Protein-Protein Interactions Prediction
ACL 2025
Multi-objective antibody design with constrained preference optimization
ICLR 2025
PAMol: Pocket-Aware Drug Design Method with Hypergraph Representation of Protein Pocket Structure and Feature Fusion
IJCAI 2025
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization
NeurIPS 2024
Binding-Adaptive Diffusion Models for Structure-Based Drug Design
AAAI 2024
Generalized Protein Pocket Generation with Prior-Informed Flow Matching
NeurIPS 2024
Generating Novel Leads for Drug Discovery Using LLMs with Logical Feedback
AAAI 2024
Interaction-based Retrieval-augmented Diffusion Models for Protein-specific 3D Molecule Generation
ICML 2024
Knowledge Enhanced Representation Learning for Drug Discovery
AAAI 2024
MolCRAFT: Structure-Based Drug Design in Continuous Parameter Space
ICML 2024
Protein-Ligand Interaction Prior for Binding-aware 3D Molecule Diffusion Models
ICLR 2024
Stabilizing Policy Gradients for Stochastic Differential Equations via Consistency with Perturbation Process
ICML 2024
3D Equivariant Diffusion for Target-Aware Molecule Generation and Affinity Prediction
ICLR 2023
Molecule Generation For Target Protein Binding with Structural Motifs
ICLR 2023
Rotamer Density Estimator is an Unsupervised Learner of the Effect of Mutations on Protein-Protein Interaction
ICLR 2023
AND/OR branch-and-bound for computational protein design optimizing K*
UAI 2022
Graph Neural Networks with Adaptive Readouts
NeurIPS 2022
LIMO: Latent Inceptionism for Targeted Molecule Generation
ICML 2022
Reinforced Genetic Algorithm for Structure-based Drug Design
NeurIPS 2022