Restructuring Graphs for Higher Homophily via Adaptive Spectral Clustering

被引:0
|
作者
School of Computing, Australian National University, Canberra, Australia [1 ]
不详 [2 ]
不详 [3 ]
机构
来源
Proc. AAAI Conf. Artif. Intell., AAAI | / 8622-8630期
关键词
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I
暂无
中图分类号
学科分类号
摘要
Clustering algorithms - Graph neural networks
引用
收藏
页码:8622 / 8630
相关论文
共 50 条
  • [21] Fast Approximate Spectral Clustering via Adaptive Filtering of Random Graph Signals
    Yu, Tianyu
    Zhao, Yonghua
    Huang, Rongfeng
    Liu, Shifang
    Zhang, Xinyin
    2020 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE, 2020, : 511 - 514
  • [22] Feature Selection via Adaptive Spectral Clustering based on Joint Mutual Information
    Wang, Yadi
    Li, Xiaoping
    Ruiz, Ruben
    Zhu, Xia
    PROCEEDINGS OF THE 2019 IEEE 23RD INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD), 2019, : 164 - 169
  • [23] A Unified Framework for Spectral Clustering in Sparse Graphs
    Dall'Amico, Lorenzo
    Couillet, Romain
    Tremblay, Nicolas
    JOURNAL OF MACHINE LEARNING RESEARCH, 2021, 22
  • [24] A Spectral Clustering Approach To Finding Communities in Graphs
    White, Scott
    Smyth, Padhraic
    PROCEEDINGS OF THE FIFTH SIAM INTERNATIONAL CONFERENCE ON DATA MINING, 2005, : 274 - 285
  • [25] Constructing Robust Affinity Graphs for Spectral Clustering
    Zhu, Xiatian
    Loy, Chen Change
    Gong, Shaogang
    2014 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2014, : 1450 - 1457
  • [26] Block spectral clustering methods for multiple graphs
    Chen, Chuan
    Ng, Michael K.
    Zhang, Shuqin
    NUMERICAL LINEAR ALGEBRA WITH APPLICATIONS, 2017, 24 (01)
  • [27] Spectral Subspace Clustering for Graphs with Feature Vectors
    Guennemann, Stephan
    Faerber, Ines
    Raubach, Sebastian
    Seidl, Thomas
    2013 IEEE 13TH INTERNATIONAL CONFERENCE ON DATA MINING (ICDM), 2013, : 231 - 240
  • [28] Transfer operators on graphs: spectral clustering and beyond
    Klus, Stefan
    Trower, Maia
    JOURNAL OF PHYSICS-COMPLEXITY, 2024, 5 (01):
  • [29] Generalized Spectral Clustering for Directed and Undirected Graphs
    Sevi, Harry
    Jonckeere, Matthieu
    Kalogeratos, Argyris
    arXiv, 2022,
  • [30] Unsupervised Feature Extraction for Reliable Hyperspectral Imagery Clustering via Dual Adaptive Graphs
    Chen, Jinyong
    Wu, Qidi
    Sun, Kang
    IEEE ACCESS, 2021, 9 : 63319 - 63330