Jesse He

According to our database, Jesse He authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

MINAR: Mechanistic Interpretability for Neural Algorithmic Reasoning.

Jesse He, Helen Jenne, Max Vargas, Davis Brown, Gal Mishne, Yusu Wang, Henry Kvinge

CoRR, February, 2026

2025

Even with AI, Bijection Discovery is Still Hard: The Opportunities and Challenges of OpenEvolve for Novel Bijection Construction.

Davis Brown, Jesse He, Helen Jenne, Henry Kvinge, Max Vargas

CoRR, November, 2025

Explaining GNN Explanations with Edge Gradients.

Jesse He, Akbar Rafiey, Gal Mishne, Yusu Wang

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 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

Proceedings of the Forty-second International Conference on Machine Learning, 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

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2023

Product Manifold Learning with Independent Coordinate Selection.

Jesse He, Tristan Brugère, Gal Mishne

Proceedings of the Topological, 2023