"graph clustering" Papers
10 papers found
Conference
Hierarchical Overlapping Clustering on Graphs: Cost Function, Algorithm and Scalability
Yicheng Pan, Renjie Chen, Pengyu Long et al.
ICML 2025
Optimal Graph Clustering without Edge Density Signals
Maximilien Dreveton, Elaine Liu, Matthias Grossglauser et al.
NEURIPS 2025arXiv:2510.21669
TopER: Topological Embeddings in Graph Representation Learning
Astrit Tola, Funmilola Mary Taiwo, Cuneyt Akcora et al.
NEURIPS 2025arXiv:2410.01778
Biharmonic Distance of Graphs and its Higher-Order Variants: Theoretical Properties with Applications to Centrality and Clustering
Mitchell Black, Lucy Lin, Weng-Keen Wong et al.
ICML 2024arXiv:2406.07574
3
citations
Combinatorial Approximations for Cluster Deletion: Simpler, Faster, and Better
Vicente Balmaseda, Ying Xu, Yixin Cao et al.
ICML 2024arXiv:2404.16131
7
citations
DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization
Aritra Bhowmick, Mert Kosan, Zexi Huang et al.
AAAI 2024paperarXiv:2312.12697
34
citations
LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering
Li Sun, Zhenhao Huang, Hao Peng et al.
ICML 2024arXiv:2405.11801
20
citations
MMD Graph Kernel: Effective Metric Learning for Graphs via Maximum Mean Discrepancy
Yan Sun, Jicong Fan
ICLR 2024spotlight
Multi-View Stochastic Block Models
Vincent Cohen-Addad, Tommaso d'Orsi, Silvio Lattanzi et al.
ICML 2024arXiv:2406.04860
1
citations
Pruned Pivot: Correlation Clustering Algorithm for Dynamic, Parallel, and Local Computation Models
Mina Dalirrooyfard, Konstantin Makarychev, Slobodan Mitrovic
ICML 2024arXiv:2402.15668
8
citations