Unsupervised Network Embedding Beyond Homophily

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Unsupervised Network Embedding Beyond Homophily

21 March 2022

Zhiqiang Zhong

Guadalupe Gonzalez

Daniele Grattarola

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Papers citing "Unsupervised Network Embedding Beyond Homophily"

8 / 8 papers shown

Title
Diffusion-Assisted Distillation for Self-Supervised Graph Representation Learning with MLPsIEEE Transactions on Artificial Intelligence (IEEE TAI), 2025 Seong Jin Ahn Myoung-Ho Kim 222 0 0 05 Oct 2025
Attention Beyond Neighborhoods: Reviving Transformer for Graph Clustering Xuanting Xie Bingheng Li Erlin Pan Rui Hou Wenyu Chen Zhao Kang GNN 192 0 0 18 Sep 2025
Aggregation-aware MLP: An Unsupervised Approach for Graph Message-passing Xuanting Xie Bingheng Li Erlin Pan Zhao Kang Wenyu Chen 105 0 0 27 Jul 2025
Provable Filter for Real-world Graph Clustering Xuanting Xie Erlin Pan Zhao Kang Wenyu Chen Bingheng Li GNN 207 4 0 06 Mar 2024
A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource Yue Liu Jun Xia Sihang Zhou Xihong Yang K. Liang Chenchen Fan Zhuang Yan Stan Z. Li Xinwang Liu Kunlun He OOD 224 36 0 23 Nov 2022
Single-Pass Contrastive Learning Can Work for Both Homophilic and Heterophilic Graph Hong Wang Jieyu Zhang Qi Zhu Wei Huang Kenji Kawaguchi X. Xiao 196 19 0 20 Nov 2022
Graph Representation Learning via Aggregation Enhancement Maxim Fishman Chaim Baskin Evgenii Zheltonozhskii Almog David Ron Banner A. Mendelson 258 0 0 30 Jan 2022
Adaptive Universal Generalized PageRank Graph Neural NetworkInternational Conference on Learning Representations (ICLR), 2020 Eli Chien Jianhao Peng Pan Li O. Milenkovic 888 897 0 14 Jun 2020