Sun, Michael

7 publications

ICML 2025 Directed Graph Grammars for Sequence-Based Learning Michael Sun, Orion Foo, Gang Liu, Wojciech Matusik, Jie Chen

ICML 2025 Foundation Molecular Grammar: Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages Michael Sun, Weize Yuan, Gang Liu, Wojciech Matusik, Jie Chen

ICLR 2025 Multimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning Gang Liu, Michael Sun, Wojciech Matusik, Meng Jiang, Jie Chen

NeurIPS 2025 Post Hoc Regression Refinement via Pairwise Rankings Kevin Tirta Wijaya, Michael Sun, Minghao Guo, Hans-peter Seidel, Wojciech Matusik, Vahid Babaei

ICLR 2025 Procedural Synthesis of Synthesizable Molecules Michael Sun, Alston Lo, Minghao Guo, Jie Chen, Connor W. Coley, Wojciech Matusik

ICML 2024 Representing Molecules as Random Walks over Interpretable Grammars Michael Sun, Minghao Guo, Weize Yuan, Veronika Thost, Crystal Elaine Owens, Aristotle Franklin Grosz, Sharvaa Selvan, Katelyn Zhou, Hassan Mohiuddin, Benjamin J Pedretti, Zachary P Smith, Jie Chen, Wojciech Matusik

NeurIPSW 2022 Learning Efficient Hybrid Particle-Continuum Representations of Non-Equilibrium N-Body Systems Tailin Wu, Michael Sun, H.G. Jason Chou, Pranay Reddy Samala, Sithipont Cholsaipant, Sophia Kivelson, Jacqueline Yau, Zhitao Ying, E. Paulo Alves, Jure Leskovec, Frederico Fiuza