HJ
Helen Jenne
cs.LGcs.AImath.COcs.CRcs.CGcs.CVcs.NEhep-thmath.RT
On Valency
published · living versionsW_42w3r2xd·v1 · currentpublished
Beyond Selected Breakthroughs: Evaluating Language Models on Randomly Sampled Mathematical Conjectures
with Davis Brown, Jesse He, Henry Kvinge
1 version
Preprints & journals
9 papers in the corpus · 2023–2026MINAR: Mechanistic Interpretability for Neural Algorithmic Reasoning2602.21442v1 · Jesse He, Helen Jenne, Max Vargas et al.2026 · 0 citationsarXiv
Can Neural Networks Learn Small Algebraic Worlds? An Investigation Into the Group-theoretic Structures Learned By Narrow Models Trained To Predict Group Operations2601.21150v1 · Henry Kvinge, Andrew Aguilar, Nayda Farnsworth et al.2026 · 0 citationsarXiv
Even with AI, Bijection Discovery is Still Hard: The Opportunities and Challenges of OpenEvolve for Novel Bijection Construction2511.20987v1 · Davis Brown, Jesse He, Helen Jenne et al.2025 · 0 citationsarXiv
Machine Learning meets Algebraic Combinatorics: A Suite of Datasets Capturing Research-level Conjecturing Ability in Pure Mathematics2503.06366v1 · Herman Chau, Helen Jenne, Davis Brown et al.2025 · 0 citationsarXiv
Machines and Mathematical Mutations: Using GNNs to Characterize Quiver Mutation Classes2411.07467v3 · Jesse He, Helen Jenne, Herman Chau et al.2024 · 1 citationarXiv
Hypergraph Topological Features for Autoencoder-Based Intrusion Detection for Cybersecurity Data2312.00023v1 · Bill Kay, Sinan G. Aksoy, Molly Baird et al.2023 · 0 citationsarXiv
Stepping out of Flatland: Discovering Behavior Patterns as Topological Structures in Cyber Hypergraphs2311.16154v1 · Helen Jenne, Sinan G. Aksoy, Daniel Best et al.2023 · 1 citationarXiv
Using Skew to Assess the Quality of GAN-generated Image Features2310.20636v2 · Lorenzo Luzi, Helen Jenne, Ryan Murray et al.2023 · 1 citationarXiv
Malicious Cyber Activity Detection Using Zigzag Persistence2309.08010v1 · Audun Myers, Alyson Bittner, Sinan Aksoy et al.2023 · 2 citationsarXiv
Career total: 13 works. 9 are in this corpus.
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