Foundation Molecular Grammar: Multi-Modal Foundation Models Induce Interpretable Molecular Graph Languages
- Michael Sun
- Weize Yuan
- et al.
- 2025
- ICML 2025
Conference paper
Publications
8 results for Wojciech Matusik
Directed Graph Grammars for Sequence-based Learning
- Michael Sun
- Orion Foo
- et al.
- 2025
- ICML 2025
Conference paperMultimodal Large Language Models for Inverse Molecular Design with Retrosynthetic Planning
- Gang Liu
- Michael Sun
- et al.
- 2025
- ICLR 2025
Conference paperProcedural Synthesis of Synthesizable Molecules
- Michael Sun
- Alston Lo
- et al.
- 2025
- ICLR 2025
Conference paperPhysically Compatible 3D Object Modeling from a Single Image
- Minghao Guo
- Bohan Wang
- et al.
- 2024
- NeurIPS 2024
Conference paperRepresenting Molecules as Random Walks Over Interpretable Grammars
- Michael Sun
- Minghao Guo
- et al.
- 2024
- ICML 2024
Conference paperRISP: Rendering-Invariant State Predictor with Differentiable Simulation and Rendering for Cross-Domain Parameter Estimation
- Pingchuan Ma
- Tao Du
- et al.
- 2022
- ICLR 2022
Conference paperData-Efficient Graph Grammar Learning for Molecular Generation
- Minghao Guo
- Veronika Thost
- et al.
- 2022
- ICLR 2022
Conference paper