Publications

Discovering Symbolic Differential Equations with Symmetry Invariants

Jianke Yang, Manu Bhat, Bryan Hu, Yadi Cao, Nima Dehmamy, Robin Walters, and Rose Yu.

arxiv, 2025

Paper | BibTeX

Symmetry-Informed Governing Equation Discovery

Jianke Yang, Wang Rao, Nima Dehmamy, Robin Walters, and Rose Yu.

NeurIPS, 2024

Paper | Code | BibTeX

Latent Space Symmetry Discovery

Jianke Yang, Nima Dehmamy, Robin Walters, and Rose Yu.

International Conference on Machine Learning (ICML), 2023

Paper | Workshop Paper | Code | BibTeX

Generative Adversarial Symmetry Discovery

Jianke Yang, Robin Walters, Nima Dehmamy, Rose Yu.

International Conference on Machine Learning (ICML), 2023

Paper | Code | BibTeX