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1908.02096
Cited By
Hermitian matrices for clustering directed graphs: insights and applications
International Conference on Artificial Intelligence and Statistics (AISTATS), 2019
6 August 2019
Mihai Cucuringu
Huan Li
He Sun
Luca Zanetti
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Papers citing
"Hermitian matrices for clustering directed graphs: insights and applications"
26 / 26 papers shown
An Improved and Generalised Analysis for Spectral Clustering
George Tyler
Luca Zanetti
137
0
0
28 Nov 2025
Online Sparsification of Bipartite-Like Clusters in Graphs
Joyentanuj Das
Suranjan De
He Sun
73
0
0
07 Aug 2025
HyperMagNet: A Magnetic Laplacian based Hypergraph Neural Network
Tatyana Benko
Martin Buck
Ilya Amburg
Stephen J. Young
Sinan G. Aksoy
415
3
0
15 Feb 2024
Structural Balance and Random Walks on Complex Networks with Complex Weights
SIAM Journal on Mathematics of Data Science (SIMODS), 2023
Yu Tian
R. Lambiotte
132
18
0
04 Jul 2023
Transfer operators on graphs: Spectral clustering and beyond
Stefan Klus
Maia Trower
158
10
0
19 May 2023
Robust Detection of Lead-Lag Relationships in Lagged Multi-Factor Models
Social Science Research Network (SSRN), 2023
Yichi Zhang
Mihai Cucuringu
Alexander Y. Shestopaloff
S. Zohren
AI4TS
319
3
0
11 May 2023
Signed Directed Graph Contrastive Learning with Laplacian Augmentation
Taewook Ko
Yoonhyuk Choi
Chong-Kwon Kim
202
3
0
12 Jan 2023
Cheeger Inequalities for Directed Graphs and Hypergraphs Using Reweighted Eigenvalues
Symposium on the Theory of Computing (STOC), 2022
L. Lau
Kam Chuen Tung
Robert Wang
273
9
0
17 Nov 2022
A Graph Convolution for Signed Directed Graphs
Taewook Ko
Chong-Kwon Kim
307
5
0
23 Aug 2022
A Tighter Analysis of Spectral Clustering, and Beyond
International Conference on Machine Learning (ICML), 2022
Peter Macgregor
He Sun
302
19
0
02 Aug 2022
Koopman-based spectral clustering of directed and time-evolving graphs
Journal of nonlinear science (J. Nonlinear Sci.), 2022
Stefan Klus
Nataša Djurdjevac Conrad
210
13
0
06 Apr 2022
Generalized Dirichlet Energy and Graph Laplacians for Clustering Directed and Undirected Graphs
Harry Sevi
Gwendal Debaussart-Joniec
Malik Hacini
Matthieu Jonckheere
Argyris Kalogeratos
290
6
0
07 Mar 2022
Skew-Symmetric Adjacency Matrices for Clustering Directed Graphs
Koby Hayashi
Sinan G. Aksoy
Ha-Myung Park
134
7
0
02 Mar 2022
PyTorch Geometric Signed Directed: A Software Package on Graph Neural Networks for Signed and Directed Graphs
LOG IN (LOG IN), 2022
Yixuan He
Xitong Zhang
Junjie Huang
Benedek Rozemberczki
Mihai Cucuringu
Gesine Reinert
552
29
0
22 Feb 2022
Lead-lag detection and network clustering for multivariate time series with an application to the US equity market
Machine-mediated learning (ML), 2022
Stefanos Bennett
Mihai Cucuringu
Gesine Reinert
AI4TS
344
35
0
20 Jan 2022
Local Algorithms for Finding Densely Connected Clusters
International Conference on Machine Learning (ICML), 2021
Peter Macgregor
He Sun
GNN
298
10
0
09 Jun 2021
DIGRAC: Digraph Clustering Based on Flow Imbalance
LOG IN (LOG IN), 2021
Yixuan He
Gesine Reinert
Mihai Cucuringu
AI4CE
589
15
0
09 Jun 2021
MagNet: A Neural Network for Directed Graphs
Neural Information Processing Systems (NeurIPS), 2021
Xitong Zhang
Yixuan He
Nathan Brugnone
Michael Perlmutter
M. Hirn
458
182
0
22 Feb 2021
Co-clustering Vertices and Hyperedges via Spectral Hypergraph Partitioning
European Signal Processing Conference (EUSIPCO), 2021
Yu Zhu
Boning Li
Santiago Segarra
206
15
0
19 Feb 2021
A simpler spectral approach for clustering in directed networks
Simon Coste
Ludovic Stephan
201
6
0
05 Feb 2021
An extension of the angular synchronization problem to the heterogeneous setting
Foundations of Data Science (FDS), 2020
Mihai Cucuringu
Hemant Tyagi
320
7
0
29 Dec 2020
Higher-Order Spectral Clustering of Directed Graphs
Steinar Laenen
He Sun
203
32
0
10 Nov 2020
Hypergraph Random Walks, Laplacians, and Clustering
Koby Hayashi
Sinan G. Aksoy
C. Park
Haesun Park
275
64
0
29 Jun 2020
Learning with Semi-Definite Programming: new statistical bounds based on fixed point analysis and excess risk curvature
Journal of machine learning research (JMLR), 2020
Stéphane Chrétien
Mihai Cucuringu
Guillaume Lecué
Lucie Neirac
237
5
0
04 Apr 2020
Motif-Based Spectral Clustering of Weighted Directed Networks
Applied Network Science (Appl Netw Sci), 2020
W. Underwood
Andrew Elliott
Mihai Cucuringu
269
13
0
02 Apr 2020
Harmonic analysis on directed graphs and applications: from Fourier analysis to wavelets
Harry Sevi
Yu-Shen Liu
Matthias Zwicker
178
29
0
28 Nov 2018
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