Helen Jenne

According to our database, Helen Jenne authored at least 13 papers between 2014 and 2026.

Collaborative distances:

• Dijkstra number of four.
• 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

Can Neural Networks Learn Small Algebraic Worlds? An Investigation Into the Group-theoretic Structures Learned By Narrow Models Trained To Predict Group Operations.

Henry Kvinge, Andrew Aguilar, Nayda Farnsworth, Grace O'Brien, Robert Jasper, Sarah Scullen, Helen Jenne

CoRR, January, 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

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

2024

Using Skew to Assess the Quality of GAN-generated Image Features.

Lorenzo Luzi, Helen Jenne, Carlos Ortiz Marrero, Ryan Murray

Trans. Mach. Learn. Res., 2024

2023

Hypergraph Topological Features for Autoencoder-Based Intrusion Detection for Cybersecurity Data.

Bill Kay, Sinan G. Aksoy, Molly Baird, Daniel M. Best, Helen Jenne, Cliff A. Joslyn, Christopher Potvin, Gregory Henselman-Petrusek, Garret Seppala, Stephen J. Young, Emilie Purvine

CoRR, 2023

Stepping out of Flatland: Discovering Behavior Patterns as Topological Structures in Cyber Hypergraphs.

Helen Jenne, Sinan G. Aksoy, Daniel M. Best, Alyson Bittner, Gregory Henselman-Petrusek, Cliff A. Joslyn, Bill Kay, Audun Myers, Garret Seppala, Jackson Warley, Stephen J. Young, Emilie Purvine

CoRR, 2023

Using Higher-Order Moments to Assess the Quality of GAN-generated Image Features.

Lorenzo Luzi, Helen Jenne, Ryan Murray, Carlos Ortiz Marrero

CoRR, 2023

ICML 2023 Topological Deep Learning Challenge : Design and Results.

Mathilde Papillon, Mustafa Hajij, Florian Frantzen, Josef Hoppe, Helen Jenne, Johan Mathe, Audun Myers, Theodore Papamarkou, Michael T. Schaub, Ghada Zamzmi, Tolga Birdal, Tamal K. Dey, Tim Doster, Tegan Emerson, Gurusankar Gopalakrishnan, Devendra Govil, Vincent P. Grande, Aldo Guzmán-Sáenz, Henry Kvinge, Neal Livesay, Jan Meissner, Soham Mukherjee, Shreyas N. Samaga, Karthikeyan Natesan Ramamurthy, Maneel Reddy Karri, Paul Rosen, Sophia Sanborn, Michael Scholkemper, Robin Walters, Jens Agerberg, Georg Bökman, Sadrodin Barikbin, Claudio Battiloro, Gleb Bazhenov, Guillermo Bernárdez, Aiden Brent, Sergio Escalera, Simone Fiorellino, Dmitrii Gavrilev, Mohammed Hassanin, Paul Häusner, Odin Hoff Gardaa, Abdelwahed Khamis, Manuel Lecha, German Magai, Tatiana Malygina, Pavlo Melnyk, et al.

CoRR, 2023

ICML 2023 Topological Deep Learning Challenge: Design and Results.

Mathilde Papillon, Mustafa Hajij, Audun Myers, Florian Frantzen, Ghada Zamzmi, Helen Jenne, Johan Mathe, Josef Hoppe, Michael T. Schaub, Theodore Papamarkou, Aldo Guzmán-Sáenz, Bastian Rieck, Neal Livesay, Tamal K. Dey, Abraham Rabinowitz, Aiden Brent, Alessandro Salatiello, Alexander Nikitin, Ali Zia, Claudio Battiloro, Dmitrii Gavrilev, Georg Bökman, German Magai, Gleb Bazhenov, Guillermo Bernárdez, Indro Spinelli, Jens Agerberg, Kalyan Varma Nadimpalli, Lev Telyatnikov, Luca Scofano, Lucia Testa, Manuel Lecha, Maosheng Yang, Mohammed Hassanin, Odin Hoff Gardaa, Olga Zaghen, Paul Häusner, Paul Snopoff, Pavlo Melnyk, Rubén Ballester, Sadrodin Barikbin, Sergio Escalera, Simone Fiorellino, Henry Kvinge, Jan Meissner, Karthikeyan Natesan Ramamurthy, Michael Scholkemper, Paul Rosen, Robin Walters, Shreyas N. Samaga, Soham Mukherjee, Sophia Sanborn, Tegan Emerson, Timothy Doster, Tolga Birdal, Vincent P. Grande, Abdelwahed Khamis, Simone Scardapane, Suraj Singh, Tatiana Malygina, Yixiao Yue, Nina Miolane

Proceedings of the Topological, 2023

Malicious Cyber Activity Detection using Zigzag Persistence.

Audun Myers, Alyson Bittner, Sinan G. Aksoy, Daniel M. Best, Gregory Henselman-Petrusek, Helen Jenne, Cliff A. Joslyn, Bill Kay, Garret Seppala, Stephen J. Young, Emilie Purvine

Proceedings of the IEEE Conference on Dependable and Secure Computing, 2023

2014

Tilings, Continued Fractions, Derangements, Scramblings, and e.

Barry Balof, Helen Jenne

J. Integer Seq., 2014