Attributed Graph Clustering via Adaptive Graph Convolution

4 June 2019

Han Liu

Xiao-Ming Wu

Papers citing "Attributed Graph Clustering via Adaptive Graph Convolution"

50 / 94 papers shown

Title
Graph Learning at Scale: Characterizing and Optimizing Pre-Propagation GNNs Zichao Yue Chenhui Deng Zhiru Zhang AI4CE 34 0 0 17 Apr 2025
Graph Analysis Using a GPU-based Parallel Algorithm: Quantum Clustering Zhe Wang Zhijie He Ding Liu GNN 74 0 0 17 Jan 2025
CDC: A Simple Framework for Complex Data Clustering Zhao Kang Xuanting Xie Bingheng Li Erlin Pan 89 8 0 10 Jan 2025
Scalable Deep Metric Learning on Attributed Graphs Xiang Li G. Agrawal R. Jin R. Ramnath 72 0 0 20 Nov 2024
Structure-enhanced Contrastive Learning for Graph Clustering Xunlian Wu Jingqi Hu Anqi Zhang Yining Quan Qiguang Miao Peng Gang Sun 27 0 0 19 Aug 2024
Scalable and Adaptive Spectral Embedding for Attributed Graph Clustering Yunhui Liu Tieke He Qing Wu Tao Zheng Jianhua Zhao GNN 31 0 0 11 Aug 2024
A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor Augmentation Yiran Li Gongyao Guo Jieming Shi Renchi Yang Shiqi Shen Qing Li Jun Luo 37 3 0 10 Aug 2024
Deep Clustering via Distribution Learning Guanfang Dong Zijie Tan Chenqiu Zhao Anup Basu OOD 28 0 0 06 Aug 2024
Modularity aided consistent attributed graph clustering via coarsening Samarth Bhatia Yukti Makhija Manoj Kumar Sandeep Kumar 38 0 0 09 Jul 2024
Efficient User Sequence Learning for Online Services via Compressed Graph Neural Networks Yucheng Wu Liyue Chen Yu Cheng Shuai Chen Jinyu Xu Leye Wang GNN 32 0 0 05 Jun 2024
Effective Clustering on Large Attributed Bipartite Graphs Renchi Yang Yidu Wu Xiaoyang Lin Qichen Wang Tsz Nam Chan Jieming Shi 28 3 0 20 May 2024
Relating-Up: Advancing Graph Neural Networks through Inter-Graph Relationships Qi Zou Na Yu Daoliang Zhang Wei Zhang Rui Gao AI4CE 32 1 0 07 May 2024
Robust Graph Structure Learning under Heterophily Xuanting Xie Zhao Kang Wenyu Chen 44 3 0 06 Mar 2024
Multi-view Subspace Clustering via An Adaptive Consensus Graph Filter Lai Wei Shanshan Song 21 1 0 30 Jan 2024
Deep Manifold Graph Auto-Encoder for Attributed Graph Embedding Bozhen Hu Z. Zang Jun Xia Lirong Wu Cheng Tan Stan Z. Li GNN 29 2 0 12 Jan 2024
Masked AutoEncoder for Graph Clustering without Pre-defined Cluster Number k Yuanchi Ma Hui He Zhongxiang Lei ZhenDong Niu 40 1 0 09 Jan 2024
A Contrastive Variational Graph Auto-Encoder for Node Clustering Nairouz Mrabah Mohamed Bouguessa Riadh Ksantini DRL 37 7 0 28 Dec 2023
Deep Structure and Attention Aware Subspace Clustering Wenhao Wu Weiwei Wang Shengjiang Kong 39 0 0 25 Dec 2023
Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering Xiaowei Qian Bingheng Li Zhao Kang 47 8 0 21 Dec 2023
DGCLUSTER: A Neural Framework for Attributed Graph Clustering via Modularity Maximization Aritra Bhowmick Mert Kosan Zexi Huang Ambuj K. Singh Sourav Medya 25 17 0 20 Dec 2023
Robust Transductive Few-shot Learning via Joint Message Passing and Prototype-based Soft-label Propagation Jiahui Wang Qin Xu Bo Jiang Bin Luo 29 0 0 28 Nov 2023
The Map Equation Goes Neural: Mapping Network Flows with Graph Neural Networks Christopher Blöcker Chester Tan Ingo Scholtes 32 1 0 02 Oct 2023
A Comprehensive Review of Community Detection in Graphs Jiakang Li Songlai Ning Zhihao Shuai Yuan Tan Yifan Jia ... Yongxin Ni Haifeng Qiu Jiayu Yang Y. Lu Yonggang Lu GNN 27 22 0 21 Sep 2023
Reinforcement Graph Clustering with Unknown Cluster Number Yue Liu K. Liang Jun Xia Xihong Yang Sihang Zhou Meng Liu Xinwang Liu Stan Z. Li GNN 37 26 0 13 Aug 2023
Homophily-enhanced Structure Learning for Graph Clustering Ming Gu Gaoming Yang Sheng Zhou Ning Ma Jiawei Chen Qiaoyu Tan Meihan Liu Jiajun Bu 32 12 0 10 Aug 2023
MUSE: Multi-View Contrastive Learning for Heterophilic Graphs Mengyi Yuan Minjie Chen Xiangci Li SSL 39 8 0 29 Jul 2023
Self-Contrastive Graph Diffusion Network Yixuan Ma Kun Zhan 38 4 0 27 Jul 2023
Collaborative Graph Neural Networks for Attributed Network Embedding Qiaoyu Tan Xin Zhang Xiao Shi Huang Haojun Chen Jundong Li Xia Hu 41 11 0 22 Jul 2023
Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data Xin Zheng Miao Zhang C. Chen Quoc Viet Hung Nguyen Xingquan Zhu Shirui Pan DD 44 60 0 05 Jun 2023
Beyond Homophily: Reconstructing Structure for Graph-agnostic Clustering Erlin Pan Zhao Kang 37 35 0 03 May 2023
Decouple Graph Neural Networks: Train Multiple Simple GNNs Simultaneously Instead of One Hongyuan Zhang Yanan Zhu Xuelong Li 27 9 0 20 Apr 2023
Attributed Multi-order Graph Convolutional Network for Heterogeneous Graphs Zhaoliang Chen Zhihao Wu Luying Zhong Claudia Plant Shiping Wang Wenzhong Guo 23 9 0 13 Apr 2023
USER: Unsupervised Structural Entropy-based Robust Graph Neural Network Yifei Wang Yupan Wang Zeyu Zhang Song Yang Kaiqi Zhao Jiamou Liu OOD 27 4 0 12 Feb 2023
Adaptive Depth Graph Attention Networks Jingbo Zhou Yixuan Du Ruqiong Zhang Rui Zhang GNN 41 1 0 16 Jan 2023
TIDE: Time Derivative Diffusion for Deep Learning on Graphs M. Behmanesh Maximilian Krahn M. Ovsjanikov DiffM GNN 29 9 0 05 Dec 2022
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 37 19 0 23 Nov 2022
Learning Optimal Graph Filters for Clustering of Attributed Graphs Meiby Ortiz-Bouza Selin Aviyente GNN 21 1 0 09 Nov 2022
Graph Fuzzy System: Concepts, Models and Algorithms F. Hu Zhaohong Deng Zhenping Xie K. Choi Shitong Wang 29 1 0 30 Oct 2022
Variational Graph Generator for Multi-View Graph Clustering Jianpeng Chen Yawen Ling Jie Xu Yazhou Ren Shudong Huang X. Pu Zhifeng Hao Philip S. Yu Lifang He 43 5 0 13 Oct 2022
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 45 101 0 09 Oct 2022
Reinforced Continual Learning for Graphs Appan Rakaraddi Siew-Kei Lam Mahardhika Pratama Marcus Vinícius de Carvalho CLL 27 24 0 04 Sep 2022
A Class-Aware Representation Refinement Framework for Graph Classification Jiaxing Xu Jinjie Ni Yiping Ke GNN 31 4 0 02 Sep 2022
Label-Only Membership Inference Attack against Node-Level Graph Neural Networks Mauro Conti Jiaxin Li S. Picek Jing Xu AAML 29 23 0 27 Jul 2022
H-GCN: A Graph Convolutional Network Accelerator on Versal ACAP Architecture Chengming Zhang Tong Geng Anqi Guo Jiannan Tian Martin C. Herbordt Ang Li Dingwen Tao GNN 33 27 0 28 Jun 2022
NAFS: A Simple yet Tough-to-beat Baseline for Graph Representation Learning Wentao Zhang Zeang Sheng Mingyu Yang Yang Li Yu Shen Zhi-Xin Yang Tengjiao Wang AAML 31 16 0 17 Jun 2022
NCAGC: A Neighborhood Contrast Framework for Attributed Graph Clustering Tong Wang Guanyu Yang Qijia He Zhenquan Zhang Junhua Wu 22 4 0 16 Jun 2022
Model Degradation Hinders Deep Graph Neural Networks Wentao Zhang Zeang Sheng Ziqi Yin Yuezihan Jiang Yikuan Xia Jun Gao Zhi-Xin Yang Tengjiao Wang GNN AI4CE 31 40 0 09 Jun 2022
Tackling Provably Hard Representative Selection via Graph Neural Networks Seyed Mehran Kazemi Anton Tsitsulin Hossein Esfandiari M. Bateni Deepak Ramachandran Bryan Perozzi Vahab Mirrokni 31 2 0 20 May 2022
Simple Contrastive Graph Clustering Yue Liu Xihong Yang Sihang Zhou Xinwang Liu GNN 49 110 0 11 May 2022
Deep Graph Clustering via Mutual Information Maximization and Mixture Model Maedeh Ahmadi M. Safayani Abdolreza Mirzaei 19 4 0 10 May 2022