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Tony Shen

2 accepted papers

2025

Compositional Flows for 3D Molecule and Synthesis Pathway Co-design

ICML 2025poster

Many generative applications, such as synthesis-based 3D molecular design, involve constructing compositional objects with continuous features. Here, we introduce Compositional Generative Flows (CGFlow), a novel framework that extends flow matching to generate objects in compositional steps while mo…

2025

Generative Flows on Synthetic Pathway for Drug Design

ICLR 2025poster

Generative models in drug discovery have recently gained attention as efficient alternatives to brute-force virtual screening. However, most existing models do not account for synthesizability, limiting their practical use in real-world scenarios. In this paper, we propose RxnFlow, which sequentiall…