"topological data analysis" Papers
11 papers found
Conference
Short-PHD: Detecting Short LLM-generated Text with Topological Data Analysis After Off-topic Content Insertion
Dongjun Wei, Minjia Mao, Xiao Fang et al.
COLM 2025paperarXiv:2504.02873
3
citations
TopER: Topological Embeddings in Graph Representation Learning
Astrit Tola, Funmilola Mary Taiwo, Cuneyt Akcora et al.
NEURIPS 2025arXiv:2410.01778
TopoDiffusionNet: A Topology-aware Diffusion Model
Saumya Gupta, Dimitris Samaras, Chao Chen
ICLR 2025arXiv:2410.16646
8
citations
Towards Scalable Topological Regularizers
Wong Hiu-Tung, Darrick Lee, Hong Yan
ICLR 2025arXiv:2501.14641
1
citations
A Class of Topological Pseudodistances for Fast Comparison of Persistence Diagrams
Rolando Kindelan Nuñez, Mircea Petrache, Mauricio Cerda et al.
AAAI 2024paperarXiv:2402.14489
1
citations
Deep Regression Representation Learning with Topology
Shihao Zhang, Kenji Kawaguchi, Angela Yao
ICML 2024arXiv:2404.13904
2
citations
Differentiability and Optimization of Multiparameter Persistent Homology
Luis Scoccola, Siddharth Setlur, David Loiseaux et al.
ICML 2024arXiv:2406.07224
11
citations
Differentiable Mapper for Topological Optimization of Data Representation
Ziyad Oulhaj, Mathieu Carrière, Bertrand Michel
ICML 2024arXiv:2402.12854
10
citations
Generalized Sobolev Transport for Probability Measures on a Graph
Tam Le, Truyen Nguyen, Kenji Fukumizu
ICML 2024arXiv:2402.04516
9
citations
Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis
Dexu Kong, Anping Zhang, Yang Li
AAAI 2024paperarXiv:2401.03194
5
citations
Scalar Function Topology Divergence: Comparing Topology of 3D Objects
Ilya Trofimov, Daria Voronkova, Eduard Tulchinskii et al.
ECCV 2024arXiv:2407.08364