Laplacian Change Point Detection for Dynamic Graphs

2 July 2020

Reihaneh Rabbany

Papers citing "Laplacian Change Point Detection for Dynamic Graphs"

22 / 22 papers shown

Title
HLSAD: Hodge Laplacian-based Simplicial Anomaly Detection Florian Frantzen Michael T. Schaub 31 0 0 30 May 2025
Between Linear and Sinusoidal: Rethinking the Time Encoder in Dynamic Graph Learning Hsing-Huan Chung Shravan Chaudhari Xing Han Yoav Wald Suchi Saria Joydeep Ghosh AI4TS 76 0 0 10 Apr 2025
Extreme Value Modelling of Feature Residuals for Anomaly Detection in Dynamic Graphs Sevvandi Kandanaarachchi Conrad Sanderson Rob J. Hyndman 99 0 0 08 Oct 2024
Curriculum Negative Mining For Temporal Networks Ziyue Chen Tongya Zheng Mingli Song 56 2 0 24 Jul 2024
Changepoint Detection in Highly-Attributed Dynamic Graphs Emiliano Penaloza Nathaniel Stevens 38 0 0 09 Jul 2024
Self-Explainable Temporal Graph Networks based on Graph Information Bottleneck Sangwoo Seo Sungwon Kim Jihyeong Jung Yoonho Lee Chanyoung Park 100 4 0 19 Jun 2024
From Link Prediction to Forecasting: Addressing Challenges in Batch-based Temporal Graph Learning Moritz Lampert Christopher Blöcker Ingo Scholtes 74 1 0 07 Jun 2024
Anomaly Detection in Dynamic Graphs: A Comprehensive Survey Ocheme Anthony Ekle William Eberle AI4TS 100 11 0 31 May 2024
A survey of dynamic graph neural networks Yanping Zheng Lu Yi Zhewei Wei AI4TS AI4CE 63 13 0 28 Apr 2024
A Hierarchical Framework with Spatio-Temporal Consistency Learning for Emergence Detection in Complex Adaptive Systems Siyuan Chen Xin Du Jiahai Wang 103 0 0 18 Jan 2024
Balancing Summarization and Change Detection in Graph Streams Shintaro Fukushima Kenji Yamanishi 19 1 0 30 Nov 2023
TempME: Towards the Explainability of Temporal Graph Neural Networks via Motif Discovery Jialin Chen Rex Ying AI4TS 59 24 0 30 Oct 2023
Leveraging Temporal Graph Networks Using Module Decoupling Or Feldman Chaim Baskin OOD OffRL 57 1 0 04 Oct 2023
BenchTemp: A General Benchmark for Evaluating Temporal Graph Neural Networks Qian Huang Jiawei Jiang Xi Rao Ce Zhang Zhichao Han ... Quanqing Xu Yang Zhao Chuang Hu Shuo Shang Bo Du 50 8 0 31 Aug 2023
Fast and Attributed Change Detection on Dynamic Graphs with Density of States Shenyang Huang Jacob Danovitch Guillaume Rabusseau Reihaneh Rabbany 38 7 0 15 May 2023
Laplacian Change Point Detection for Single and Multi-view Dynamic Graphs Shenyang Huang Samy Coulombe Yasmeen Hitti Reihaneh Rabbany Guillaume Rabusseau 51 10 0 02 Feb 2023
Latent Evolution Model for Change Point Detection in Time-varying Networks Yongshun Gong Xue Dong Jian Zhang Meng Chen 58 13 0 17 Dec 2022
Anomaly detection in dynamic networks Sevvandi Kandanaarachchi Rob J. Hyndman AI4TS 29 0 0 13 Oct 2022
Towards Better Evaluation for Dynamic Link Prediction Farimah Poursafaei Shenyang Huang Kellin Pelrine Reihaneh Rabbany 82 104 0 20 Jul 2022
Statistical network isomorphism Pierre Miasnikof. Alexander Y. Shestopaloff Alexander Y. Shestopaloff Cristián Bravo Y. Lawryshyn 97 1 0 21 Jun 2022
Graph similarity learning for change-point detection in dynamic networks Déborah Sulem Henry Kenlay Ning Zhang Xiaowen Dong 109 17 0 29 Mar 2022
Spectral CUSUM for Online Network Structure Change Detection Minghe Zhang Liyan Xie Yao Xie 58 3 0 20 Oct 2019