2025
GraphT5: Unified Molecular Graph-Language Modeling via Multi-Modal Cross-Token Attention.
CoRR, March, 2025

MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model.
CoRR, March, 2025

2024
Enhancing Drug-Drug Interaction Prediction with Context-Aware Architecture.
Proceedings of the Second Tiny Papers Track at ICLR 2024, 2024

Improving Out-of-Distribution Generalization in Graphs via Hierarchical Semantic Environments.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022
SPGP: Structure Prototype Guided Graph Pooling.
CoRR, 2022

Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022