| BoKDiff: Best-of-K Diffusion Alignment for Target-Specific 3D Molecule Generation | Jan 26, 2025 | 3D Molecule GenerationDrug Design | CodeCode Available | 0 |
| TFG-Flow: Training-free Guidance in Multimodal Generative Flow | Jan 24, 2025 | Drug Design | CodeCode Available | 1 |
| Federated Discrete Denoising Diffusion Model for Molecular Generation with OpenFL | Jan 21, 2025 | DenoisingDrug Design | CodeCode Available | 0 |
| Molecular Graph Contrastive Learning with Line Graph | Jan 15, 2025 | AttributeContrastive Learning | CodeCode Available | 0 |
| AlgoRxplorers | Precision in Mutation: Enhancing Drug Design with Advanced Protein Stability Prediction Tools | Jan 13, 2025 | Drug DesignDrug Discovery | —Unverified | 0 |
| EquiBoost: An Equivariant Boosting Approach to Molecular Conformation Generation | Jan 9, 2025 | DiversityDrug Design | CodeCode Available | 0 |
| Unified Guidance for Geometry-Conditioned Molecular Generation | Jan 5, 2025 | Drug Design | —Unverified | 0 |
| BioTD: an online database of biotoxins | Dec 28, 2024 | Drug DesignDrug Discovery | —Unverified | 0 |
| MOL-Mamba: Enhancing Molecular Representation with Structural & Electronic Insights | Dec 21, 2024 | Drug DesignMamba | CodeCode Available | 1 |
| Bayesian Flow Is All You Need to Sample Out-of-Distribution Chemical Spaces | Dec 16, 2024 | AllDrug Design | CodeCode Available | 1 |
| Decoding Drug Discovery: Exploring A-to-Z In silico Methods for Beginners | Dec 15, 2024 | Drug DesignDrug Discovery | —Unverified | 0 |
| NeuralPLexer3: Accurate Biomolecular Complex Structure Prediction with Flow Models | Dec 14, 2024 | BenchmarkingDrug Design | CodeCode Available | 2 |
| Quadratic unconstrained binary optimization and constraint programming approaches for lattice-based cyclic peptide docking | Dec 13, 2024 | Drug Design | —Unverified | 0 |
| PepMNet: a hybrid deep learning model for predicting peptide properties using hierarchical graph representations | Dec 11, 2024 | Drug DesignProperty Prediction | CodeCode Available | 1 |
| Pharmacophore-guided de novo drug design with diffusion bridge | Dec 10, 2024 | Drug DesignDrug Discovery | —Unverified | 0 |
| M^3-20M: A Large-Scale Multi-Modal Molecule Dataset for AI-driven Drug Design and Discovery | Dec 8, 2024 | Drug DesignMolecular Property Prediction | CodeCode Available | 2 |
| Vector Optimization with Gaussian Process Bandits | Dec 3, 2024 | Drug Design | CodeCode Available | 0 |
| Rectified Flow For Structure Based Drug Design | Dec 2, 2024 | AvgDiversity | —Unverified | 0 |
| Enhancing Molecular Design through Graph-based Topological Reinforcement Learning | Nov 22, 2024 | Drug DesignDrug Discovery | —Unverified | 0 |
| M2oE: Multimodal Collaborative Expert Peptide Model | Nov 20, 2024 | Drug Designmodel | CodeCode Available | 0 |
| DrugGen: Advancing Drug Discovery with Large Language Models and Reinforcement Learning Feedback | Nov 20, 2024 | Drug DesignDrug Discovery | CodeCode Available | 1 |
| Empower Structure-Based Molecule Optimization with Gradient Guided Bayesian Flow Networks | Nov 20, 2024 | Bayesian InferenceDrug Design | CodeCode Available | 2 |
| Hashing for Protein Structure Similarity Search | Nov 13, 2024 | Drug DesignProtein Function Prediction | —Unverified | 0 |
| Evaluating Molecule Synthesizability via Retrosynthetic Planning and Reaction Prediction | Nov 13, 2024 | Drug DesignDrug Discovery | —Unverified | 0 |
| Dockformer: A transformer-based molecular docking paradigm for large-scale virtual screening | Nov 11, 2024 | Drug DesignMolecular Docking | —Unverified | 0 |
| Improving Molecular Graph Generation with Flow Matching and Optimal Transport | Nov 8, 2024 | Drug DesignGraph Generation | —Unverified | 0 |
| Pathway-Guided Optimization of Deep Generative Molecular Design Models for Cancer Therapy | Nov 5, 2024 | Drug Design | CodeCode Available | 0 |
| GraphXForm: Graph transformer for computer-aided molecular design | Nov 3, 2024 | Drug DesignDrug Discovery | CodeCode Available | 1 |
| Towards Cross-Modal Text-Molecule Retrieval with Better Modality Alignment | Oct 31, 2024 | Contrastive Learningcross-modal alignment | CodeCode Available | 0 |
| Long-context Protein Language Modeling Using Bidirectional Mamba with Shared Projection Layers | Oct 29, 2024 | Drug DesignLanguage Modeling | CodeCode Available | 1 |
| TurboHopp: Accelerated Molecule Scaffold Hopping with Consistency Models | Oct 28, 2024 | Drug DesignDrug Discovery | CodeCode Available | 0 |
| Reprogramming Pretrained Target-Specific Diffusion Models for Dual-Target Drug Design | Oct 28, 2024 | Drug Design | CodeCode Available | 1 |
| SAFE setup for generative molecular design | Oct 26, 2024 | Data AugmentationDrug Design | —Unverified | 0 |
| ShEPhERD: Diffusing shape, electrostatics, and pharmacophores for bioisosteric drug design | Oct 22, 2024 | Drug Design | —Unverified | 0 |
| DeltaDock: A Unified Framework for Accurate, Efficient, and Physically Reliable Molecular Docking | Oct 15, 2024 | Blind DockingDrug Design | CodeCode Available | 1 |
| Y-Mol: A Multiscale Biomedical Knowledge-Guided Large Language Model for Drug Development | Oct 15, 2024 | Drug DesignKnowledge Graphs | —Unverified | 0 |
| Systems-Structure-Based Drug Design | Oct 14, 2024 | Drug DesignDrug Discovery | —Unverified | 0 |
| Diversity-Aware Reinforcement Learning for de novo Drug Design | Oct 14, 2024 | DiversityDrug Design | —Unverified | 0 |
| Boltzmann-Aligned Inverse Folding Model as a Predictor of Mutational Effects on Protein-Protein Interactions | Oct 12, 2024 | Drug DesignInductive Bias | —Unverified | 0 |
| Generative Flows on Synthetic Pathway for Drug Design | Oct 6, 2024 | Drug DesignDrug Discovery | CodeCode Available | 2 |
| Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning | Oct 5, 2024 | BenchmarkingDrug Design | CodeCode Available | 1 |
| Geometric Representation Condition Improves Equivariant Molecule Generation | Oct 4, 2024 | Drug Designscientific discovery | CodeCode Available | 1 |
| SynthFormer: Equivariant Pharmacophore-based Generation of Synthesizable Molecules for Ligand-Based Drug Design | Oct 3, 2024 | Drug DesignDrug Discovery | —Unverified | 0 |
| Enhancing Solution Efficiency in Reinforcement Learning: Leveraging Sub-GFlowNet and Entropy Integration | Oct 1, 2024 | Computational EfficiencyDiversity | —Unverified | 0 |
| Binding Affinity Prediction: From Conventional to Machine Learning-Based Approaches | Sep 30, 2024 | Drug DesignDrug Discovery | —Unverified | 0 |
| FlexSBDD: Structure-Based Drug Design with Flexible Protein Modeling | Sep 29, 2024 | Data AugmentationDrug Design | —Unverified | 0 |
| PepINVENT: Generative peptide design beyond the natural amino acids | Sep 21, 2024 | Drug Design | —Unverified | 0 |
| Self-Organizing Maps of Unbiased Ligand-Target Binding Pathways and Kinetics | Sep 19, 2024 | Drug DesignDrug Discovery | —Unverified | 0 |
| Manifold-Constrained Nucleus-Level Denoising Diffusion Model for Structure-Based Drug Design | Sep 16, 2024 | DenoisingDrug Design | CodeCode Available | 1 |
| GFlowNet Pretraining with Inexpensive Rewards | Sep 15, 2024 | Drug DesignUnsupervised Pre-training | —Unverified | 0 |