Helen Jenne

16 papers A* 2Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Can Neural Networks Learn Small Algebraic Worlds? An Investigation Into the Group-theoretic Structures Learned By Narrow Models Trained To Predict Group Operations.
CoRR
Henry Kvinge, Andrew Aguilar, Nayda Farnsworth, Grace O'Brien, Robert Jasper, Sarah Scullen, Helen Jenne
2026 J jnl
MINAR: Mechanistic Interpretability for Neural Algorithmic Reasoning.
CoRR
Jesse He, Helen Jenne, Max Vargas, Davis Brown, Gal Mishne, Yusu Wang, Henry Kvinge
2025 J jnl
Even with AI, Bijection Discovery is Still Hard: The Opportunities and Challenges of OpenEvolve for Novel Bijection Construction.
CoRR
Davis Brown, Jesse He, Helen Jenne, Henry Kvinge, Max Vargas
2025 A* conf
Machine Learning meets Algebraic Combinatorics: A Suite of Datasets Capturing Research-level Conjecturing Ability in Pure Mathematics.
ICML
Herman Chau, Helen Jenne, Davis Brown, Jesse He, Mark Raugas, Sara C. Billey, Henry Kvinge
2025 J jnl
Machine Learning meets Algebraic Combinatorics: A Suite of Datasets Capturing Research-level Conjecturing Ability in Pure Mathematics.
CoRR
Herman Chau, Helen Jenne, Davis Brown, Jesse He, Mark Raugas, Sara C. Billey, Henry Kvinge
2025 A* conf
Machines and Mathematical Mutations: Using GNNs to Characterize Quiver Mutation Classes.
ICML
Jesse He, Helen Jenne, Herman Chau, Davis Brown, Mark Raugas, Sara C. Billey, Henry Kvinge
2024 J jnl
Machines and Mathematical Mutations: Using GNNs to Characterize Quiver Mutation Classes.
CoRR
Jesse He, Helen Jenne, Herman Chau, Davis Brown, Mark Raugas, Sara C. Billey, Henry Kvinge
2024 J jnl
Using Skew to Assess the Quality of GAN-generated Image Features.
Trans. Mach. Learn. Res.
Lorenzo Luzi, Helen Jenne, Carlos Ortiz Marrero, Ryan Murray
2023 J jnl
Hypergraph Topological Features for Autoencoder-Based Intrusion Detection for Cybersecurity Data.
CoRR
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
2023 J jnl
ICML 2023 Topological Deep Learning Challenge : Design and Results.
CoRR
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.
2023 — conf
ICML 2023 Topological Deep Learning Challenge: Design and Results.
TAG-ML
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
2023 J jnl
Malicious Cyber Activity Detection Using Zigzag Persistence.
CoRR
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
2023 — conf
Malicious Cyber Activity Detection using Zigzag Persistence.
DSC
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
2023 J jnl
Stepping out of Flatland: Discovering Behavior Patterns as Topological Structures in Cyber Hypergraphs.
CoRR
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
2023 J jnl
Using Higher-Order Moments to Assess the Quality of GAN-generated Image Features.
CoRR
Lorenzo Luzi, Helen Jenne, Ryan Murray, Carlos Ortiz Marrero
2014 J jnl
Tilings, Continued Fractions, Derangements, Scramblings, and e.
J. Integer Seq.
Barry Balof, Helen Jenne