| ImmunoLingo: Linguistics-based formalization of the antibody language | Sep 26, 2022 | Drug DesignSpecificity | —Unverified | 0 |
| Uni-Mol: A Universal 3D Molecular Representation Learning Framework | Sep 8, 2022 | 3D geometry3D Geometry Prediction | —Unverified | 0 |
| Exploiting Pretrained Biochemical Language Models for Targeted Drug Design | Sep 2, 2022 | Drug Design | CodeCode Available | 1 |
| Tailoring Molecules for Protein Pockets: a Transformer-based Generative Solution for Structured-based Drug Design | Aug 30, 2022 | DecoderDrug Design | CodeCode Available | 1 |
| HiGNN: Hierarchical Informative Graph Neural Networks for Molecular Property Prediction Equipped with Feature-Wise Attention | Aug 30, 2022 | Drug DesignDrug Discovery | CodeCode Available | 1 |
| From Static to Dynamic Structures: Improving Binding Affinity Prediction with Graph-Based Deep Learning | Aug 19, 2022 | Drug DesignDrug Discovery | CodeCode Available | 1 |
| Widely Used and Fast De Novo Drug Design by a Protein Sequence-Based Reinforcement Learning Model | Aug 14, 2022 | Drug DesignDrug Discovery | —Unverified | 0 |
| Literature Review: Graph Kernels in Chemoinformatics | Aug 9, 2022 | Drug Design | —Unverified | 0 |
| Learning programs with magic values | Aug 5, 2022 | Drug DesignInductive logic programming | CodeCode Available | 1 |
| A Ligand-and-structure Dual-driven Deep Learning Method for the Discovery of Highly Potent GnRH1R Antagonist to treat Uterine Diseases | Jul 23, 2022 | Activity PredictionDrug Design | —Unverified | 0 |
| Low cost prediction of probability distributions of molecular properties for early virtual screening | Jul 21, 2022 | Drug Design | —Unverified | 0 |
| Roughness of molecular property landscapes and its impact on modellability | Jul 19, 2022 | Drug Designregression | CodeCode Available | 0 |
| Prediction of protein allosteric signalling pathways and functional residues through paths of optimised propensity | Jul 14, 2022 | Drug Design | —Unverified | 0 |
| Autonomous Drug Design with Multi-Armed Bandits | Jul 4, 2022 | Drug DesignMulti-Armed Bandits | —Unverified | 0 |
| A fully differentiable ligand pose optimization framework guided by deep learning and traditional scoring functions | Jun 27, 2022 | Drug Design | CodeCode Available | 1 |
| LogGENE: A smooth alternative to check loss for Deep Healthcare Inference Tasks | Jun 19, 2022 | Binary ClassificationDrug Design | —Unverified | 0 |
| SHREC 2022: Protein-ligand binding site recognition | Jun 13, 2022 | Drug DesignMolecular Docking | CodeCode Available | 1 |
| ScatterSample: Diversified Label Sampling for Data Efficient Graph Neural Network Learning | Jun 9, 2022 | Active LearningDrug Design | —Unverified | 0 |
| Pocket2Mol: Efficient Molecular Sampling Based on 3D Protein Pockets | May 15, 2022 | Drug DesignGraph Neural Network | CodeCode Available | 2 |
| 3DLinker: An E(3) Equivariant Variational Autoencoder for Molecular Linker Design | May 15, 2022 | Drug Design | CodeCode Available | 1 |
| One-way Explainability Isn't The Message | May 5, 2022 | Drug Design | —Unverified | 0 |
| Accelerating Bayesian Optimization for Biological Sequence Design with Denoising Autoencoders | Mar 23, 2022 | Bayesian OptimizationDenoising | CodeCode Available | 1 |
| A 3D Generative Model for Structure-Based Drug Design | Mar 20, 2022 | Drug Designvalid | CodeCode Available | 2 |
| Molecule Generation for Drug Design: a Graph Learning Perspective | Feb 18, 2022 | Drug DesignGraph Learning | —Unverified | 0 |
| Interactivity: the missing link between virtual reality technology and drug discovery pipelines | Feb 8, 2022 | Drug DesignDrug Discovery | —Unverified | 0 |