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Papers
BiMol-Diff: A Unified Diffusion Framework for Molecular Generation and Captioning
ACL 2026
Informative Subgraph Extraction with Deep Reinforcement Learning for Drug-Drug Interaction Prediction
AAAI 2026
MSAnchor: De Novo Molecular Generation from Mass Spectrometry Data with Anchor-Extended Molecular Scaffolds
AAAI 2026
BOE-ViT: Boosting Orientation Estimation with Equivariance in Self-Supervised 3D Subtomogram Alignment
CVPR 2025
ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area
AAAI 2025
Improving Chemical Understanding of LLMs via SMILES Parsing
EMNLP 2025
Machine Learning Driven Optimization of Fe-Based TMCs for Photodynamic Therapy
IJCAI 2025
MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model
EMNLP 2025
Reaction Graph: Towards Reaction-Level Modeling for Chemical Reactions with 3D Structures
ICML 2025
RFL: Simplifying Chemical Structure Recognition with Ring-Free Language
AAAI 2025
Stiefel Flow Matching for Moment-Constrained Structure Elucidation
ICLR 2025
Structural Reasoning Improves Molecular Understanding of LLM
ACL 2025
Biomedical Knowledge Graph Embedding with Householder Projection (Student Abstract)
AAAI 2024
CryoBench: Diverse and challenging datasets for the heterogeneity problem in cryo-EM
NeurIPS 2024
CryoSPIN: Improving Ab-Initio Cryo-EM Reconstruction with Semi-Amortized Pose Inference
NeurIPS 2024
GTMGC: Using Graph Transformer to Predict Molecule’s Ground-State Conformation
ICLR 2024
How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval
NeurIPS 2024
SciMind: A Multimodal Mixture-of-Experts Model for Advancing Pharmaceutical Sciences
ACL 2024
Unraveling Molecular Structure: A Multimodal Spectroscopic Dataset for Chemistry
NeurIPS 2024
PointListNet: Deep Learning on 3D Point Lists
CVPR 2023
Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNs
ICML 2023
Rigid Body Flows for Sampling Molecular Crystal Structures
ICML 2023
SE(3) diffusion model with application to protein backbone generation
ICML 2023
Symmetry-Informed Geometric Representation for Molecules, Proteins, and Crystalline Materials
NeurIPS 2023
Antibody-Antigen Docking and Design via Hierarchical Structure Refinement
ICML 2022