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Comparative Analysis in Pre‑image Algorithms of Kernel PCA
Canran Ji, Wojciech Czaja
- Published: 13 Nov 2025, Last Modified: 24 Nov 2025
- TAG-DS 2025 Poster
- Readers: Everyone
Dispersing Embeddings in Transformer Layers Improves Generalization of Language Models
Chen Liu, Xingzhi Sun, Alexandre Van Tassel, Xi Xiao, Kristof Reimann, Danqi Liao, Ke Xu, Tianyang Wang, Xiao Wang, Smita Krishnaswamy
- Published: 13 Nov 2025, Last Modified: 23 Nov 2025
- TAG-DS 2025 FlashTalk
- Readers: Everyone
Interpreting deep neural networks trained on elementary p groups reveals algorithmic structure
Gavin McCracken, Arthur Ayestas Hilgert, Sihui Wei, Gabriela Moisescu-Pareja, Zhaoyue Wang, Jonathan Love
- Published: 13 Nov 2025, Last Modified: 25 Nov 2025
- TAG-DS 2025 FlashTalk
- Readers: Everyone
The Geometry and Topology of Modular Addition Representations
Gabriela Moisescu-Pareja, Gavin McCracken, Harley Wiltzer, Colin Daniels, Vincent Létourneau, Doina Precup, Jonathan Love
- Published: 13 Nov 2025, Last Modified: 25 Nov 2025
- TAG-DS 2025 Poster
- Readers: Everyone
On Predicting Material Fracture from Persistent Homology: Or, Which Topological Features are Informative Covariates?
James Amarel, Nicolas Hengartner, Robyn Miller, Benjamin Migliori, Daniel Hope, Emily Casleton, Alexei Skurikhin, Earl Lawrence, Gerd J. Kunde
- Published: 13 Nov 2025, Last Modified: 24 Nov 2025
- TAG-DS 2025 Poster
- Readers: Everyone
Investigating Zero-Shot Size Transfer of Graph Neural Differential Equations for Learning Graph Diffusion Dynamics
Charles Kulick, Björn Birnir, Sui Tang
- Published: 13 Nov 2025, Last Modified: 25 Nov 2025
- TAG-DS 2025 SpotlightTalk
- Readers: Everyone
A Graph Laplacian Eigenvector-based Pre-training Method for Graph Neural Networks
Howard Dai, Nyambura Njenga, Hiren Madhu, Siddharth Viswanath, Ryan Pellico, Ian Adelstein, Smita Krishnaswamy
- Published: 13 Nov 2025, Last Modified: 14 Nov 2025
- TAG-DS 2025 FlashTalk
- Readers: Everyone
Self-Organizing Maps for the Reconstruction of Images in Pixel Permuted Image Stacks
Connor Price, Michael Kirby, Christopher Scott Peterson, David Kott
- Published: 13 Nov 2025, Last Modified: 24 Nov 2025
- TAG-DS 2025 FlashTalk
- Readers: Everyone
Reeb Graphs and Towers: Multiscale Skeletons for Data
Andrew J Steindl, Dhananjay Bhaskar, Smita Krishnaswamy
- Published: 13 Nov 2025, Last Modified: 25 Nov 2025
- TAG-DS 2025 Poster
- Readers: Everyone
Precision Matrix based Feature Learning Mechanism for Subspace Clustering Task
Haohan Zou, Alex Cloninger
- Published: 13 Nov 2025, Last Modified: 25 Nov 2025
- TAG-DS 2025 FlashTalk
- Readers: Everyone
Robust Hyperspectral Anomaly Detection via Bootstrap Sampling-based Subspace Modeling in the Signed Cumulative Distribution Transform Domain
Abu Hasnat Mohammad Rubaiyat, Jordan Vincent, Colin Olson
- Published: 13 Nov 2025, Last Modified: 22 Nov 2025
- TAG-DS 2025 FlashTalk
- Readers: Everyone
A Model of Flocking Using Sheaves
Joseph Geisz
- Published: 13 Nov 2025, Last Modified: 26 Nov 2025
- TAG-DS 2025 SpotlightTalk
- Readers: Everyone
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, Sarah McGuire Scullen, Robert Jasper, Helen Jenne
- Published: 13 Nov 2025, Last Modified: 25 Nov 2025
- TAG-DS 2025 Poster
- Readers: Everyone
Using Local Complexity to Evaluate Out-of-Distribution Generalization
Grace O'Brien, Andrew Aguilar, Robert Jasper, Henry Kvinge, Sarah McGuire Scullen, Helen Jenne
- Published: 13 Nov 2025, Last Modified: 24 Nov 2025
- TAG-DS 2025 Poster
- Readers: Everyone
Topological Signatures of ReLU Neural Network Activation Patterns
Vicente Bosca, Tatum Rask, Sunia Tanweer, Andrew R. Tawfeek, Branden Stone
- Published: 13 Nov 2025, Last Modified: 25 Nov 2025
- TAG-DS 2025 FlashTalk
- Readers: Everyone
LINSCAN - A Linearity Based Clustering Algorithm
Andrew Dennehy, Xiaoyu Zou, Shabnam J. Semnani, Yuri Fialko, Alex Cloninger
- Published: 13 Nov 2025, Last Modified: 26 Nov 2025
- TAG-DS 2025 SpotlightTalk
- Readers: Everyone
DYMAG: Rethinking Message Passing Using Dynamical-systems-based Waveforms
Dhananjay Bhaskar, Xingzhi Sun, Yanlei Zhang, Charles Xu, Arman Afrasiyabi, Siddharth Viswanath, Oluwadamilola Fasina, Guy Wolf, Michael Perlmutter, Smita Krishnaswamy
- Published: 13 Nov 2025, Last Modified: 25 Nov 2025
- TAG-DS 2025 SpotlightTalk
- Readers: Everyone
Symmetry-Aware Graph Metanetwork Autoencoders: Model Merging through Parameter Canonicalization
Odysseas Boufalis, Jorge Carrasco-Pollo, Joshua Rosenthal, Eduardo Terres-Caballero, Alejandro García-Castellanos
- Published: 13 Nov 2025, Last Modified: 22 Nov 2025
- TAG-DS 2025 SpotlightTalk
- Readers: Everyone
Governing Equation Discovery with Relaxed Symmetry Constraints
Andrew J Chen, Jianke Yang, Rose Yu
- Published: 13 Nov 2025, Last Modified: 24 Nov 2025
- TAG-DS 2025 Poster
- Readers: Everyone
Algebraically-Informed Deep Networks: A Deep Learning Approach to Represent Algebraic Structures
Mustafa Hajij, Ghada Zamzmi, Matthew Dawson, Greg Muller, Theodore Papamarkou
- Published: 13 Nov 2025, Last Modified: 26 Nov 2025
- TAG-DS 2025 SpotlightTalk
- Readers: Everyone
Multi-View Graph Learning with Graph-Tuple
Shiyu Chen, Ningyuan Huang, Soledad Villar
- Published: 13 Nov 2025, Last Modified: 24 Nov 2025
- TAG-DS 2025 Poster
- Readers: Everyone
HAGGLE: Get a better deal using a Hierarchical Autoencoder for Graph Generation and Latent-space Expressivity
Tegan Emerson, Audun D Myers, Stephen J. Young
- Published: 13 Nov 2025, Last Modified: 25 Nov 2025
- TAG-DS 2025 SpotlightTalk
- Readers: Everyone
Looping back: Circular nodes revisited with novel applications in the radio frequency domain
Tegan Emerson, Tim Marrinan, Bill Kay, Rachel Wofford, Audun D Myers
- Published: 13 Nov 2025, Last Modified: 25 Nov 2025
- TAG-DS 2025 Poster
- Readers: Everyone
Scratching the Surface: Reflections of Training Data Properties in Early CNN Filters
Grayson Jorgenson, Cassie Heine, Robin Cosbey, Abby Reynolds, Davis Brown, Henry Kvinge, Timothy Doster, Tegan Emerson
- Published: 13 Nov 2025, Last Modified: 25 Nov 2025
- TAG-DS 2025 SpotlightTalk
- Readers: Everyone
Quasi Zigzag Persistence: A Topological Framework for Analyzing Time-Varying Data
Tamal K. Dey, Shreyas N. Samaga
- Published: 13 Nov 2025, Last Modified: 24 Nov 2025
- TAG-DS 2025 SpotlightTalk
- Readers: Everyone

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