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| Energy-Motivated Equivariant Pretraining for 3D Molecular Graphs | Jul 18, 2022 | 3D geometrymolecular representation | CodeCode Available | 1 |
| FunQG: Molecular Representation Learning Via Quotient Graphs | Jul 18, 2022 | Molecular Property Predictionmolecular representation | CodeCode Available | 1 |
| Fractional Denoising for 3D Molecular Pre-training | Jul 20, 2023 | DenoisingDrug Discovery | CodeCode Available | 1 |
| t-SMILES: A Scalable Fragment-based Molecular Representation Framework for De Novo Molecule Generation | Jan 4, 2023 | Language Modellingmolecular representation | CodeCode Available | 1 |
| Large-Scale Chemical Language Representations Capture Molecular Structure and Properties | Jun 17, 2021 | Drug DiscoveryMolecular Property Prediction | CodeCode Available | 1 |
| Atomas: Hierarchical Alignment on Molecule-Text for Unified Molecule Understanding and Generation | Apr 23, 2024 | Drug Discoverymolecular representation | CodeCode Available | 1 |
| GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction | Sep 24, 2021 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Exploring QSAR Models for Activity-Cliff Prediction | Jan 31, 2023 | molecular representationPrediction | CodeCode Available | 1 |
| GDiffRetro: Retrosynthesis Prediction with Dual Graph Enhanced Molecular Representation and Diffusion Generation | Jan 14, 2025 | molecular representationRetrosynthesis | CodeCode Available | 1 |
