{"total":38,"rows":[{"id":"2312.02783","title":"Large Language Models on Graphs: A Comprehensive Survey","created":"2023-12-05","cited_by_count":192,"area":null},{"id":"2310.12798","title":"MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter","created":"2023-10-19","cited_by_count":128,"area":null},{"id":"2310.11829","title":"Graph Foundation Models: Concepts, Opportunities and Challenges","created":"2023-10-18","cited_by_count":103,"area":null},{"id":"2401.14656","title":"Scientific Large Language Models: A Survey on Biological & Chemical Domains","created":"2024-01-26","cited_by_count":80,"area":null},{"id":"2306.13089","title":"GIMLET: A Unified Graph-Text Model for Instruction-Based Molecule Zero-Shot Learning","created":"2023-05-28","cited_by_count":70,"area":null},{"id":"2406.12950","title":"MolecularGPT: Open Large Language Model (LLM) for Few-Shot Molecular Property Prediction","created":"2024-06-18","cited_by_count":24,"area":null},{"id":"2403.00791","title":"L+M-24: Building a Dataset for Language + Molecules @ ACL 2024","created":"2024-02-22","cited_by_count":21,"area":null},{"id":"2403.01528","title":"Leveraging Biomolecule and Natural Language through Multi-Modal Learning: A Survey","created":"2024-03-03","cited_by_count":17,"area":null},{"id":"2508.06199","title":"Benchmarking Pretrained Molecular Embedding Models For Molecular Representation Learning","created":"2025-08-08","cited_by_count":15,"area":null},{"id":"2307.11694","title":"SynerGPT: In-Context Learning for Personalized Drug Synergy Prediction and Drug Design","created":"2023-06-19","cited_by_count":13,"area":null},{"id":"2411.04165","title":"Bio-xLSTM: Generative modeling, representation and in-context learning of biological and chemical sequences","created":"2024-11-06","cited_by_count":13,"area":null},{"id":"2406.09841","title":"Learning Multi-view Molecular Representations with Structured and Unstructured Knowledge","created":"2024-06-14","cited_by_count":11,"area":null},{"id":"2502.10510","title":"MixMin: Finding Data Mixtures via Convex Minimization","created":"2025-02-14","cited_by_count":11,"area":null},{"id":"2406.05797","title":"3D-MolT5: Leveraging Discrete Structural Information for Molecule-Text Modeling","created":"2024-06-09","cited_by_count":9,"area":null},{"id":"2403.07179","title":"3M-Diffusion: Latent Multi-Modal Diffusion for Language-Guided Molecular Structure Generation","created":"2024-03-11","cited_by_count":8,"area":null},{"id":"2306.01631","title":"Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations","created":"2023-06-02","cited_by_count":6,"area":null},{"id":"2401.11403","title":"MolTailor: Tailoring Chemical Molecular Representation to Specific Tasks via Text Prompts","created":"2024-01-21","cited_by_count":6,"area":null},{"id":"2406.07025","title":"Entropy-Reinforced Planning with Large Language Models for Drug Discovery","created":"2024-06-11","cited_by_count":6,"area":null},{"id":"2604.16123","title":"Tabular foundation models for in-context prediction of molecular properties","created":"2026-04-17","cited_by_count":6,"area":null},{"id":"2403.13830","title":"Bridging Text and Molecule: A Survey on Multimodal Frameworks for Molecule","created":"2024-03-07","cited_by_count":4,"area":null},{"id":"2501.12919","title":"Bridging Text and Crystal Structures: Literature-driven Contrastive Learning for Materials Science","created":"2025-01-22","cited_by_count":4,"area":null},{"id":"2401.04478","title":"TwinBooster: Synergising Large Language Models with Barlow Twins and Gradient Boosting for Enhanced Molecular Property Prediction","created":"2024-01-09","cited_by_count":3,"area":null},{"id":"2304.06337","title":"Computational modeling of semantic change","created":"2023-04-13","cited_by_count":2,"area":null},{"id":"2409.05916","title":"Unlocking Potential Binders: Multimodal Pretraining DEL-Fusion for Denoising DNA-Encoded Libraries","created":"2024-09-07","cited_by_count":2,"area":null},{"id":"2411.10821","title":"GeomCLIP: Contrastive Geometry-Text Pre-training for Molecules","created":"2024-11-16","cited_by_count":2,"area":null},{"id":"2608.22642","title":"Mol-JEPA: A multimodal Joint Embedding Predictive Architecture for Molecules","created":"2026-08-23","cited_by_count":2,"area":null},{"id":"2405.19653","title":"SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems","created":"2024-05-30","cited_by_count":1,"area":null},{"id":"2508.10899","title":"A Dataset for Distilling Knowledge Priors from Literature for Therapeutic Design","created":"2025-08-14","cited_by_count":1,"area":null},{"id":"2509.18353","title":"MolPILE -- large-scale, diverse dataset for molecular representation learning","created":"2025-09-22","cited_by_count":1,"area":null},{"id":"2511.16087","title":"AssayMatch: Learning to Select Data for Molecular Activity Models","created":"2025-11-20","cited_by_count":1,"area":null},{"id":"2605.16480","title":"MoleCode unlocks structural intelligence in large language models","created":"2026-05-15","cited_by_count":1,"area":null},{"id":"2404.02314","title":"A Strong Baseline for Molecular Few-Shot Learning","created":"2024-04-02","cited_by_count":0,"area":null},{"id":"2507.12574","title":"Assay2Mol: large language model-based drug design using BioAssay context","created":"2025-07-16","cited_by_count":0,"area":null},{"id":"2510.14217","title":"Spectral Analysis of Molecular Features: When Richer Features Do Not Guarantee Better Generalization","created":"2025-10-16","cited_by_count":0,"area":null},{"id":"2601.09693","title":"Contrastive Geometric Learning Unlocks Unified Structure- and Ligand-Based Drug Design","created":"2026-01-14","cited_by_count":0,"area":null},{"id":"2602.04696","title":"Beyond Learning on Molecules by Weakly Supervising on Molecules","created":"2026-02-04","cited_by_count":0,"area":null},{"id":"2602.07002","title":"MolLIBRA: Genetic Molecular Optimization with Multi-Fingerprint Surrogates and Text-Molecule Aligned Critic","created":"2026-01-29","cited_by_count":0,"area":null},{"id":"2608.02027","title":"Scikit-fingerprints: Python library for scikit-learn compatible molecular fingerprints and chemoinformatics","created":"2026-08-03","cited_by_count":0,"area":null}],"next_cursor":null}