← Search

Juzheng Zhang

2 accepted papers

2025

Hierarchical Graph Tokenization for Molecule-Language Alignment

ICML 2025poster

Recently, there has been a surge of interest in extending the success of large language models (LLMs) from texts to molecules. Most existing approaches adopt a graph neural network to represent a molecule as a series of node tokens for molecule-language alignment, which, however, have overlooked the…

2024

Customized Subgraph Selection and Encoding for Drug-drug Interaction Prediction

NeurIPS 2024poster

Subgraph-based methods have proven to be effective and interpretable in predicting drug-drug interactions (DDIs), which are essential for medical practice and drug development. Subgraph selection and encoding are critical stages in these methods, yet customizing these components remains underexplo…