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Hanchen

2 accepted papers

2025

3D Interaction Geometric Pre-training for Molecular Relational Learning

NeurIPS 2025spotlight

Molecular Relational Learning (MRL) is a rapidly growing field that focuses on understanding the interaction dynamics between molecules, which is crucial for applications ranging from catalyst engineering to drug discovery. Despite recent progress, earlier MRL approaches are limited to using only t…

Cited by 0SourcecodeScholar
2025

Fine-Tuning Discrete Diffusion Models via Reward Optimization with Applications to DNA and Protein Design

ICLR 2025poster

Recent studies have demonstrated the strong empirical performance of diffusion models on discrete sequences (i.e., discrete diffusion models) across domains such as natural language and biological sequence generation. For example, in the protein inverse folding task, where the goal is to generate a…