Deep Graph Clustering via Dual Correlation Reduction

29 December 2021

Papers citing "Deep Graph Clustering via Dual Correlation Reduction"

50 / 73 papers shown

Title
scSiameseClu: A Siamese Clustering Framework for Interpreting single-cell RNA Sequencing Data Ping Xu Zhiyuan Ning Pengjiang Li Wenhao Liu Pengyang Wang Jiaxu Cui Yuanchun Zhou Pengfei Wang 5 0 0 19 May 2025
Advancing Community Detection with Graph Convolutional Neural Networks: Bridging Topological and Attributive Cohesion Anjali de Silva Gang Chen Hui Ma Seyed Mohammad Nekooei Xingquan Zuo 20 0 0 15 May 2025
Dual Test-time Training for Out-of-distribution Recommender System Xihong Yang Yiqi Wang Jin Chen Wenqi Fan Xiangyu Zhao En Zhu Xinwang Liu Defu Lian TTA 115 5 0 13 Mar 2025
Deep Cut-informed Graph Embedding and Clustering Zhiyuan Ning Zaitian Wang Ran Zhang Ping Xu Kunpeng Liu ... Chong Chen Pengfei Wang Yuanchun Zhou Erik Cambria Cheng Chen GNN 76 2 0 09 Mar 2025
Enhancing Adversarial Robustness of Vision-Language Models through Low-Rank Adaptation Yuheng Ji Yue Liu Zhicheng Zhang Zhao Zhang Yuting Zhao Gang Zhou Xingwei Zhang Xinwang Liu Xiaolong Zheng VLM 113 4 0 21 Feb 2025
THESAURUS: Contrastive Graph Clustering by Swapping Fused Gromov-Wasserstein Couplings Bowen Deng Tong Wang Lele Fu Sheng Huang Chuan Chen Tao Zhang 87 0 0 17 Feb 2025
RDSA: A Robust Deep Graph Clustering Framework via Dual Soft Assignment Yang Xiang Li Fan Tulika Saha Xiaoying Pang Yushan Pan Haiyang Zhang Chengtao Ji 45 0 0 28 Jan 2025
CDC: A Simple Framework for Complex Data Clustering Zhao Kang Xuanting Xie Bingheng Li Erlin Pan 89 8 0 10 Jan 2025
Personalized Clustering via Targeted Representation Learning Xiwen Geng Suyun Zhao Yixin Yu Borui Peng Pan Du Hong Chen C. Li Mengdie Wang 85 0 0 18 Dec 2024
Scalable Deep Metric Learning on Attributed Graphs Xiang Li G. Agrawal R. Jin R. Ramnath 72 0 0 20 Nov 2024
Dual-Optimized Adaptive Graph Reconstruction for Multi-View Graph Clustering Zichen Wen Tianyi Wu Yazhou Ren Yawen Ling Chenhang Cui X. Pu Lifang He 31 1 0 30 Oct 2024
Multi-Task Curriculum Graph Contrastive Learning with Clustering Entropy Guidance Chusheng Zeng Bocheng Wang Jinghui Yuan Rong Wang Mulin. Chen 31 0 0 22 Aug 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
Balanced Multi-Relational Graph Clustering Zhixiang Shen Haolan He Zhao Kang 36 5 0 23 Jul 2024
Modularity aided consistent attributed graph clustering via coarsening Samarth Bhatia Yukti Makhija Manoj Kumar Sandeep Kumar 38 0 0 09 Jul 2024
Synergistic Deep Graph Clustering Network Benyu Wu Shifei Ding Xiao Xu Lili Guo Ling Ding Xindong Wu 36 0 0 22 Jun 2024
LSEnet: Lorentz Structural Entropy Neural Network for Deep Graph Clustering Li Sun Zhenhao Huang Hao Peng Yujie Wang Chunyang Liu Philip S. Yu GNN 51 11 0 20 May 2024
AMCEN: An Attention Masking-based Contrastive Event Network for Two-stage Temporal Knowledge Graph Reasoning Jing Yang Tianlin Li Yutong Wang Jiawei Wang Fei-Yue Wang 45 0 0 16 May 2024
Multi-level Graph Subspace Contrastive Learning for Hyperspectral Image Clustering Jingxin Wang Renxiang Guan Kainan Gao Zihao Li Hao Li Xianju Li Chang-Fu Tang 32 1 0 08 Apr 2024
Provable Filter for Real-world Graph Clustering Xuanting Xie Erlin Pan Zhao Kang Wenyu Chen Bingheng Li GNN 44 2 0 06 Mar 2024
Robust Graph Structure Learning under Heterophily Xuanting Xie Zhao Kang Wenyu Chen 41 3 0 06 Mar 2024
Deep Contrastive Graph Learning with Clustering-Oriented Guidance Mulin. Chen Bocheng Wang Xuelong Li 25 6 0 25 Feb 2024
A Survey of Data-Efficient Graph Learning Wei Ju Siyu Yi Yifan Wang Qingqing Long Junyu Luo Zhiping Xiao Ming Zhang GNN 27 26 0 01 Feb 2024
Deep Manifold Graph Auto-Encoder for Attributed Graph Embedding Bozhen Hu Z. Zang Jun-Xiong Xia Lirong Wu Cheng Tan Stan Z. Li GNN 21 2 0 12 Jan 2024
End-to-end Learnable Clustering for Intent Learning in Recommendation Yue Liu Shihao Zhu Jun-Xiong Xia Yingwei Ma Jian Ma Wenliang Zhong Xinwang Liu Guannan Zhang Kejun Zhang 36 9 0 11 Jan 2024
Learning Persistent Community Structures in Dynamic Networks via Topological Data Analysis Dexu Kong Anping Zhang Yang Li 44 1 0 06 Jan 2024
A Contrastive Variational Graph Auto-Encoder for Node Clustering Nairouz Mrabah Mohamed Bouguessa Riadh Ksantini DRL 32 7 0 28 Dec 2023
Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering Xiaowei Qian Bingheng Li Zhao Kang 39 8 0 21 Dec 2023
Learning Uniform Clusters on Hypersphere for Deep Graph-level Clustering Mengling Hu Chaochao Chen Weiming Liu Xinyi Zhang Xinting Liao Xiaolin Zheng 25 3 0 23 Nov 2023
TMac: Temporal Multi-Modal Graph Learning for Acoustic Event Classification Meng Liu K. Liang Dayu Hu Hao Yu Yue Liu Lingyuan Meng Wenxuan Tu Sihang Zhou Xinwang Liu 18 25 0 21 Sep 2023
Normality Learning-based Graph Anomaly Detection via Multi-Scale Contrastive Learning Jingcan Duan Pei Zhang Siwei Wang Jingtao Hu Hu Jin Jiaxin Zhang Haifang Zhou Xinwang Liu 37 10 0 12 Sep 2023
Redundancy-Free Self-Supervised Relational Learning for Graph Clustering Si-Yu Yi Wei Ju Yifang Qin Xiao Luo Luchen Liu Yong-Dao Zhou Ming Zhang 38 24 0 09 Sep 2023
Asymmetric double-winged multi-view clustering network for exploring Diverse and Consistent Information Qun Zheng Xihong Yang Siwei Wang Xinru An Qi Liu 24 5 0 01 Sep 2023
Efficient Multi-View Graph Clustering with Local and Global Structure Preservation Yi Wen Suyuan Liu Xinhang Wan Siwei Wang K. Liang Xinwang Liu Xihong Yang Pei Zhang 26 19 0 31 Aug 2023
Scalable Incomplete Multi-View Clustering with Structure Alignment Yi Wen Siwei Wang K. Liang Weixuan Liang Xinhang Wan Xinwang Liu Suyuan Liu Jiyuan Liu En Zhu 34 14 0 31 Aug 2023
DealMVC: Dual Contrastive Calibration for Multi-view Clustering Xihong Yang Jiaqi Jin Siwei Wang K. Liang Yue Liu Yi Wen Suyuan Liu Sihang Zhou Xinwang Liu En Zhu 35 55 0 17 Aug 2023
CONVERT:Contrastive Graph Clustering with Reliable Augmentation Xihong Yang Cheng Tan Yue Liu K. Liang Siwei Wang Sihang Zhou Jun-Xiong Xia Stan Z. Li Xinwang Liu En Zhu 30 36 0 17 Aug 2023
Reinforcement Graph Clustering with Unknown Cluster Number Yue Liu K. Liang Jun-Xiong 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
Self-Contrastive Graph Diffusion Network Yixuan Ma Kun Zhan 35 4 0 27 Jul 2023
Unpaired Multi-View Graph Clustering with Cross-View Structure Matching Yi Wen Siwei Wang Qing Liao Weixuan Liang K. Liang Xinhang Wan Xinwang Liu 15 31 0 07 Jul 2023
Multi-View Class Incremental Learning Depeng Li Tianqi Wang Junwei Chen Kenji Kawaguchi Cheng Lian Zhigang Zeng CLL 66 9 0 16 Jun 2023
Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs Y. Zheng He Zhang V. Lee Yu Zheng Tianlin Li Shirui Pan 36 33 0 13 Jun 2023
arXiv4TGC: Large-Scale Datasets for Temporal Graph Clustering Meng Liu K. Liang Yue Liu Siwei Wang Sihang Zhou Xinwang Liu AI4CE 23 4 0 08 Jun 2023
One-step Multi-view Clustering with Diverse Representation Xinhang Wan Jiyuan Liu Xinwang Liu Siwei Wang Yi Wen Tianjiao Wan Li Shen En Zhu 25 32 0 08 Jun 2023
Fast Continual Multi-View Clustering with Incomplete Views Xinhang Wan Bin Xiao Xinwang Liu Jiyuan Liu Weixuan Liang En Zhu 30 22 0 04 Jun 2023
Dink-Net: Neural Clustering on Large Graphs Yue Liu K. Liang Jun-Xiong Xia Sihang Zhou Xihong Yang Xinwang Liu Stan Z. Li GNN 38 54 0 28 May 2023
Deep Temporal Graph Clustering Meng Liu Yue Liu K. Liang Wenxuan Tu Siwei Wang Sihang Zhou Xinwang Liu 35 47 0 18 May 2023
Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation Di Jin Luzhi Wang Yizhen Zheng Guojie Song Fei Jiang Xiang Li Wei Lin Shirui Pan 35 29 0 10 May 2023
Beyond Homophily: Reconstructing Structure for Graph-agnostic Clustering Erlin Pan Zhao Kang 37 35 0 03 May 2023