Attributed Graph Clustering via Adaptive Graph Convolution

4 June 2019

Han Liu

Xiao-Ming Wu

Papers citing "Attributed Graph Clustering via Adaptive Graph Convolution"

44 / 94 papers shown

Title
A Comprehensive Survey on Trustworthy Graph Neural Networks: Privacy, Robustness, Fairness, and Explainability Enyan Dai Tianxiang Zhao Huaisheng Zhu Jun Xu Zhimeng Guo Hui Liu Jiliang Tang Suhang Wang 42 133 0 18 Apr 2022
ESW Edge-Weights : Ensemble Stochastic Watershed Edge-Weights for Hyperspectral Image Classification Rohan Agarwal Aman Aziz A. Krishnan Aditya Challa Sravan Danda 18 1 0 28 Feb 2022
Towards Unsupervised Deep Graph Structure Learning Yixin Liu Yu Zheng Daokun Zhang Hongxu Chen Hao Peng Shirui Pan 22 185 0 17 Jan 2022
Contrastive Laplacian Eigenmaps Hao Zhu Ke Sun Piotr Koniusz 29 45 0 14 Jan 2022
VGAER: Graph Neural Network Reconstruction based Community Detection Chenyang Qiu Zhaoci Huang Wenzhe Xu Huijia Li 25 17 0 08 Jan 2022
Scalable Deep Graph Clustering with Random-walk based Self-supervised Learning Xiang Li Dong Li R. Jin G. Agrawal R. Ramnath GNN 27 4 0 31 Dec 2021
RepBin: Constraint-based Graph Representation Learning for Metagenomic Binning Hansheng Xue V. Mallawaarachchi Yujia Zhang Vaibhav Rajan Yu Lin 25 12 0 22 Dec 2021
Uncovering the Local Hidden Community Structure in Social Networks Meng Wang Boyu Li Kun He J. Hopcroft GNN 34 2 0 08 Dec 2021
AnchorGAE: General Data Clustering via $O(n)$ Bipartite Graph Convolution Hongyuan Zhang Jiankun Shi Rui Zhang Xuelong Li GNN 77 1 0 12 Nov 2021
Barlow Graph Auto-Encoder for Unsupervised Network Embedding R. A. Khan M. Kleinsteuber SSL 25 3 0 29 Oct 2021
GenURL: A General Framework for Unsupervised Representation Learning Siyuan Li Zicheng Liu Z. Zang Di Wu Zhiyuan Chen Stan Z. Li OOD 3DGS OffRL 34 9 0 27 Oct 2021
Node Dependent Local Smoothing for Scalable Graph Learning Wentao Zhang Mingyu Yang Zeang Sheng Yang Li Wenbin Ouyang Yangyu Tao Zhi-Xin Yang Bin Cui 24 67 0 27 Oct 2021
Self-supervised Contrastive Attributed Graph Clustering Wei Xia Quanxue Gao Ming Yang Xinbo Gao SSL 68 29 0 15 Oct 2021
X-GOAL: Multiplex Heterogeneous Graph Prototypical Contrastive Learning Baoyu Jing Shengyu Feng Yuejia Xiang Xi Chen Yu Chen Hanghang Tong 41 28 0 08 Sep 2021
Pointspectrum: Equivariance Meets Laplacian Filtering for Graph Representation Learning Marinos Poiitis Pavlos Sermpezis Athena Vakali 31 0 0 06 Sep 2021
Graph Neural Networks: Methods, Applications, and Opportunities Lilapati Waikhom Ripon Patgiri GNN 37 42 0 24 Aug 2021
Evaluating Deep Graph Neural Networks Wentao Zhang Zeang Sheng Yuezihan Jiang Yikuan Xia Jun Gao Zhi-Xin Yang Bin Cui GNN AI4CE 23 31 0 02 Aug 2021
ROD: Reception-aware Online Distillation for Sparse Graphs Wentao Zhang Yuezihan Jiang Yang Li Zeang Sheng Yu Shen Xupeng Miao Liang Wang Zhi-Xin Yang Bin Cui 24 24 0 25 Jul 2021
Rethinking Graph Auto-Encoder Models for Attributed Graph Clustering Nairouz Mrabah Mohamed Bouguessa M. Touati Riadh Ksantini 35 63 0 19 Jul 2021
Smoothed Multi-View Subspace Clustering Peng Chen Liang Liu Zhengrui Ma Zhao Kang 15 17 0 18 Jun 2021
Towards Clustering-friendly Representations: Subspace Clustering via Graph Filtering Zhengrui Ma Zhao Kang Guangchun Luo Ling Tian 25 50 0 18 Jun 2021
A Comprehensive Survey on Community Detection with Deep Learning Xing Su Shan Xue Fanzhen Liu Jia Wu Jian Yang ... Cécile Paris Surya Nepal Di Jin Quan Z. Sheng Philip S. Yu GNN 25 321 0 26 May 2021
Unsupervised Deep Manifold Attributed Graph Embedding Z. Zang Siyuan Li Di Wu Jianzhu Guo Yongjie Xu Stan Z. Li DRL 23 5 0 27 Apr 2021
Variational Co-embedding Learning for Attributed Network Clustering Shuiqiao Yang Sunny Verma Borui Cai Jiaojiao Jiang Kun Yu Fang Chen Shui Yu 34 30 0 15 Apr 2021
Geometric Affinity Propagation for Clustering with Network Knowledge Omar Maddouri Xiaoning Qian Byung-Jun Yoon 14 2 0 26 Mar 2021
CogDL: A Comprehensive Library for Graph Deep Learning Yukuo Cen Zhenyu Hou Yan Wang Qibin Chen Yi Luo ... Guohao Dai Yu Wang Chang Zhou Hongxia Yang Jie Tang GNN AI4CE 19 16 0 01 Mar 2021
Graph Neural Network to Dilute Outliers for Refactoring Monolith Application Utkarsh Desai S. Bandyopadhyay Srikanth G. Tamilselvam 14 64 0 07 Feb 2021
Effective and Scalable Clustering on Massive Attributed Graphs Renchi Yang Jieming Shi Yifan Yang Keke Huang Shiqi Zhang Xiaokui Xiao 27 20 0 07 Feb 2021
Calibrating and Improving Graph Contrastive Learning Kaili Ma Haochen Yang Han Yang Yongqiang Chen James Cheng 49 6 0 27 Jan 2021
GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification Daoming Zong Shiliang Sun 11 9 0 10 Dec 2020
Unsupervised Constrained Community Detection via Self-Expressive Graph Neural Network S. Bandyopadhyay Vishal Peter SSL 22 10 0 28 Nov 2020
When Contrastive Learning Meets Active Learning: A Novel Graph Active Learning Paradigm with Self-Supervision Yanqiao Zhu Weizhi Xu Qiang Liu Shu Wu 13 0 0 30 Oct 2020
Smoothness Sensor: Adaptive Smoothness-Transition Graph Convolutions for Attributed Graph Clustering Chaojie Ji Hongwei Chen Ruxin Wang Yunpeng Cai Hongyan Wu 17 12 0 12 Sep 2020
CAGNN: Cluster-Aware Graph Neural Networks for Unsupervised Graph Representation Learning Yanqiao Zhu Yichen Xu Feng Yu Shu Wu Liang Wang SSL GNN 30 28 0 03 Sep 2020
Adaptive Graph Encoder for Attributed Graph Embedding Yuchen Zhang Jie Zhou Cheng Yang Zhiyuan Liu 22 219 0 03 Jul 2020
Graph Clustering with Graph Neural Networks Anton Tsitsulin John Palowitch Bryan Perozzi Emmanuel Müller GNN AI4CE 34 259 0 30 Jun 2020
Incorporating User's Preference into Attributed Graph Clustering Wei Ye Dominik Mautz Christian Boehm Ambuj K. Singh Claudia Plant 9 7 0 24 Mar 2020
Unsupervised Graph Embedding via Adaptive Graph Learning Rui Zhang Yunxing Zhang Xuelong Li 14 0 0 10 Mar 2020
Self-Supervised Graph Representation Learning via Global Context Prediction Zhen Peng Yixiang Dong Minnan Luo Xiao-Ming Wu Q. Zheng SSL 24 64 0 03 Mar 2020
Poisson Kernel Avoiding Self-Smoothing in Graph Convolutional Networks Ziqing Yang Shoudong Han Jun Zhao GNN 13 2 0 07 Feb 2020
Dimensionwise Separable 2-D Graph Convolution for Unsupervised and Semi-Supervised Learning on Graphs Qimai Li Xiaotong Zhang Han Liu Quanyu Dai Xiao-Ming Wu GNN SSL 21 14 0 26 Sep 2019
Graph Transfer Learning via Adversarial Domain Adaptation with Graph Convolution Quanyu Dai Xiao-Ming Wu Jiaren Xiao Xiao Shen Dan Wang OOD 29 85 0 04 Sep 2019
Robust Graph Data Learning via Latent Graph Convolutional Representation Bo Jiang Ziyan Zhang Bin Luo OOD 11 2 0 26 Apr 2019
Graph Neural Networks: A Review of Methods and Applications Jie Zhou Yuchen Zhang Shengding Hu Zhengyan Zhang Cheng Yang Zhiyuan Liu Lifeng Wang Changcheng Li Maosong Sun AI4CE GNN 33 5,416 0 20 Dec 2018