{"total":21,"rows":[{"id":"2411.11098","title":"MolParser: End-to-end Visual Recognition of Molecule Structures in the Wild","created":"2024-11-17","cited_by_count":17,"area":null},{"id":"2407.11086","title":"Pre-training with Fractional Denoising to Enhance Molecular Property Prediction","created":"2024-07-14","cited_by_count":14,"area":null},{"id":"2502.16533","title":"A Survey of Graph Transformers: Architectures, Theories and Applications","created":"2025-02-23","cited_by_count":14,"area":null},{"id":"2502.16284","title":"MolSpectra: Pre-training 3D Molecular Representation with Multi-modal Energy Spectra","created":"2025-02-22","cited_by_count":8,"area":null},{"id":"2502.08975","title":"Graph-structured Small Molecule Drug Discovery Through Deep Learning: Progress, Challenges, and Opportunities","created":"2025-02-13","cited_by_count":5,"area":null},{"id":"2404.16880","title":"Atomas: Hierarchical Alignment on Molecule-Text for Unified Molecule Understanding and Generation","created":"2024-04-23","cited_by_count":2,"area":null},{"id":"2503.10489","title":"Beyond Atoms: Enhancing Molecular Pretrained Representations with 3D Space Modeling","created":"2025-03-13","cited_by_count":2,"area":null},{"id":"2510.26157","title":"Bridging the Gap Between Molecule and Textual Descriptions via Substructure-aware Alignment","created":"2025-10-30","cited_by_count":2,"area":null},{"id":"2408.01426","title":"MolTRES: Improving Chemical Language Representation Learning for Molecular Property Prediction","created":"2024-07-09","cited_by_count":1,"area":null},{"id":"2511.21120","title":"Learning Cell-Aware Hierarchical Multi-Modal Representations for Robust Molecular Modeling","created":"2025-11-26","cited_by_count":1,"area":null},{"id":"2602.11618","title":"How Well Do Large-Scale Chemical Language Models Transfer to Downstream Tasks?","created":"2026-02-12","cited_by_count":1,"area":null},{"id":"2605.10157","title":"MolSight: Molecular Property Prediction with Images","created":"2026-05-11","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":"2406.17797","title":"MoleculeCLA: Rethinking Molecular Benchmark via Computational Ligand-Target Binding Analysis","created":"2024-06-13","cited_by_count":0,"area":null},{"id":"2412.06847","title":"M$^{3}$-20M: A Large-Scale Multi-Modal Molecule Dataset for AI-driven Drug Design and Discovery","created":"2024-12-08","cited_by_count":0,"area":null},{"id":"2509.22468","title":"Learning the Neighborhood: Contrast-Free Multimodal Self-Supervised Molecular Graph Pretraining","created":"2025-09-26","cited_by_count":0,"area":null},{"id":"2510.07035","title":"Unified Molecule Pre-training with Flexible 2D and 3D Modalities: Single and Paired Modality Integration","created":"2025-10-08","cited_by_count":0,"area":null},{"id":"2510.07289","title":"MolGA: Molecular Graph Adaptation with Pre-trained 2D Graph Encoder","created":"2025-10-08","cited_by_count":0,"area":null},{"id":"2510.22123","title":"Learning 3D Anisotropic Noise Distributions Improves Molecular Force Field Modeling","created":"2025-10-25","cited_by_count":0,"area":null},{"id":"2608.16005","title":"Retrieval-guided Twin Fusion with Similarity-aware Contrast for Molecule-Text Alignment","created":"2026-08-17","cited_by_count":0,"area":null},{"id":"2609.23073","title":"MolSC: Leveraging Substituent Contributions to Enhance Fine-grained Molecular Understanding in LLMs","created":"2026-09-19","cited_by_count":0,"area":null}],"next_cursor":null}