He, Jesse

5 publications

ICML 2025 Machine Learning Meets Algebraic Combinatorics: A Suite of Datasets Capturing Research-Level Conjecturing Ability in Pure Mathematics Herman Chau, Helen Jenne, Davis Brown, Jesse He, Mark Raugas, Sara C. Billey, Henry Kvinge

ICML 2025 Machines and Mathematical Mutations: Using GNNs to Characterize Quiver Mutation Classes Jesse He, Helen Jenne, Herman Chau, Davis Brown, Mark Raugas, Sara C. Billey, Henry Kvinge

NeurIPSW 2024 Machine Learning Meets Algebraic Combinatorics: A Suite of Datasets to Accelerate AI for Mathematics Research Herman Chau, Helen Jenne, Davis Brown, Jesse He, Mark Raugas, Sara C. Billey, Henry Kvinge

NeurIPSW 2024 Machines and Mathematical Mutations: Using GNNs to Characterize Quiver Mutation Classes Jesse He, Helen Jenne, Herman Chau, Davis Brown, Mark Raugas, Sara C. Billey, Henry Kvinge

ICMLW 2023 Product Manifold Learning with Independent Coordinate Selection Jesse He, Tristan Brugère, Gal Mishne