Curvature-based Clustering on Graphs

19 July 2023

Papers citing "Curvature-based Clustering on Graphs"

9 / 9 papers shown

Title
CurvGAD: Leveraging Curvature for Enhanced Graph Anomaly Detection Karish Grover Geoffrey J. Gordon Christos Faloutsos 68 0 0 12 Feb 2025
Removing Neural Signal Artifacts with Autoencoder-Targeted Adversarial Transformers (AT-AT) Benjamin J. Choi 49 1 0 07 Feb 2025
Geometric Machine Learning on EEG Signals Benjamin J. Choi 42 1 0 07 Feb 2025
Spectro-Riemannian Graph Neural Networks Karish Grover Haiyang Yu Xiang Song Qi Zhu Han Xie V. Ioannidis Christos Faloutsos 55 1 0 01 Feb 2025
All You Need is Resistance: On the Equivalence of Effective Resistance and Certain Optimal Transport Problems on Graphs Sawyer Robertson Zhengchao Wan Alexander Cloninger OT 47 2 0 28 Jan 2025
Graph Pooling via Ricci Flow Amy Feng Melanie Weber AI4CE 29 1 0 05 Jul 2024
Effective Structural Encodings via Local Curvature Profiles Lukas Fesser Melanie Weber 19 3 0 24 Nov 2023
Exposition on over-squashing problem on GNNs: Current Methods, Benchmarks and Challenges Dai Shi Andi Han Lequan Lin Yi Guo Junbin Gao 47 11 0 13 Nov 2023
Mitigating Over-Smoothing and Over-Squashing using Augmentations of Forman-Ricci Curvature Lukas Fesser Melanie Weber 65 19 0 17 Sep 2023