Graph Contrastive Clustering

3 April 2021

Papers citing "Graph Contrastive Clustering"

45 / 45 papers shown

Title
Infinite hierarchical contrastive clustering for personal digital envirotyping Ya-Yun Huang Joseph McClernon Jason A. Oliver Matthew M. Engelhard 31 0 0 21 May 2025
Unsupervised Urban Land Use Mapping with Street View Contrastive Clustering and a Geographical Prior Lin Che Yizi Chen Tanhua Jin Martin Raubal Konrad Schindler Peter Kiefer 100 0 0 24 Apr 2025
Fuzzy Cluster-Aware Contrastive Clustering for Time Series Congyu Wang Mingjing Du Xiang Jiang Yongquan Dong AI4TS 114 0 0 28 Mar 2025
Riemannian Optimization on Relaxed Indicator Matrix Manifold Jinghui Yuan Fangyuan Xie Feiping Nie Xuelong Li 126 0 0 26 Mar 2025
Keep It Light! Simplifying Image Clustering Via Text-Free Adapters Yicen Li Haitz Sáez de Ocáriz Borde Anastasis Kratsios Paul D. McNicholas VLM 148 0 0 06 Feb 2025
Personalized Clustering via Targeted Representation Learning Xiwen Geng Suyun Zhao Yixin Yu Borui Peng Pan Du Hong Chen Cuiping Li Mengdie Wang 155 0 0 18 Dec 2024
Breaking the Reclustering Barrier in Centroid-based Deep Clustering Lukas Miklautz Timo Klein Kevin Sidak Collin Leiber Thomas Lang Andrii Shkabrii Sebastian Tschiatschek Claudia Plant 130 1 0 04 Nov 2024
Organizing Unstructured Image Collections using Natural Language Mingxuan Liu Zhun Zhong Jun Li Gianni Franchi Subhankar Roy Elisa Ricci VLM 135 5 0 07 Oct 2024
Dual-Level Cross-Modal Contrastive Clustering Haixin Zhang Yongjun Li Dong Huang VLM 117 0 0 06 Sep 2024
Deep Online Probability Aggregation Clustering Yuxuan Yan Na Lu Ruofan Yan 68 1 0 07 Jul 2024
Graph in Graph Neural Network Jiongshu Wang Jing Yang Jiankang Deng Hatice Gunes Siyang Song GNN 93 2 0 30 Jun 2024
A Survey on Deep Clustering: From the Prior Perspective Yiding Lu Haobin Li Yunfan Li Yijie Lin Xi Peng 90 7 0 28 Jun 2024
Towards Efficient and Effective Deep Clustering with Dynamic Grouping and Prototype Aggregation Hai-Xin Zhang Dong Huang 38 0 0 24 Jan 2024
Learning Representations for Clustering via Partial Information Discrimination and Cross-Level Interaction Hai-Xin Zhang Dong Huang Hua-Bao Ling Guang-Yu Zhang Wei-jun Sun Zi-hao Wen 43 0 0 24 Jan 2024
Multi-level Cross-modal Alignment for Image Clustering Liping Qiu Qin Zhang Xiaojun Chen Shao-Qian Cai 30 1 0 22 Jan 2024
Contextually Affinitive Neighborhood Refinery for Deep Clustering Chunlin Yu Ye-ling Shi Jingya Wang 96 7 0 12 Dec 2023
RTQ: Rethinking Video-language Understanding Based on Image-text Model Xiao Wang Yaoyu Li Tian Gan Zheng Zhang Jingjing Lv Liqiang Nie 96 8 0 01 Dec 2023
Stable Cluster Discrimination for Deep Clustering Qi Qian OOD 75 24 0 24 Nov 2023
Image Clustering Conditioned on Text Criteria Sehyun Kwon Jaeseung Park Minkyu Kim Jaewoong Cho Ernest K. Ryu Kangwook Lee VLM 79 14 0 27 Oct 2023
Image Clustering with External Guidance Yunfan Li Peng Hu Dezhong Peng Jiancheng Lv Jianping Fan Xi Peng 77 14 0 18 Oct 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 122 25 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 83 6 0 01 Sep 2023
Decoupled Contrastive Multi-View Clustering with High-Order Random Walks Yiding Lu Yijie Lin Mouxing Yang Dezhong Peng Peng Hu Xiaocui Peng 102 40 0 22 Aug 2023
AGNN: Alternating Graph-Regularized Neural Networks to Alleviate Over-Smoothing Zhaoliang Chen Zhihao Wu Zhe-Hui Lin Shiping Wang Claudia Plant Wenzhong Guo 59 23 0 14 Apr 2023
DivClust: Controlling Diversity in Deep Clustering Ioannis Maniadis Metaxas Georgios Tzimiropoulos Ioannis Patras 48 19 0 03 Apr 2023
Cluster-aware Contrastive Learning for Unsupervised Out-of-distribution Detection Menglong Chen Xingtai Gui Shicai Fan OODD 41 1 0 06 Feb 2023
Learning Generalized Hybrid Proximity Representation for Image Recognition Zhiyuan Li Anca L. Ralescu 89 3 0 31 Jan 2023
Signed Directed Graph Contrastive Learning with Laplacian Augmentation Taewook Ko Yoonhyuk Choi Chong-Kwon Kim 66 3 0 12 Jan 2023
Unsupervised Manifold Linearizing and Clustering Tianjiao Ding Shengbang Tong Kwan Ho Ryan Chan Xili Dai Yi Ma B. Haeffele 87 12 0 04 Jan 2023
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 97 19 0 23 Nov 2022
Cross-view Graph Contrastive Representation Learning on Partially Aligned Multi-view Data Yiming Wang Dongxia Chang Zhiqiang Fu Jie Wen Yao Zhao AI4TS 26 1 0 08 Nov 2022
Oracle-guided Contrastive Clustering Mengdie Wang Liyuan Shang Suyun Zhao Yiming Wang Hong Chen Cuiping Li Xizhao Wang 53 0 0 01 Nov 2022
GLCC: A General Framework for Graph-Level Clustering Wei Ju Yiyang Gu Binqi Chen Gongbo Sun Yifang Qin Xing Liu Xiao Luo Ming Zhang 99 42 0 21 Oct 2022
Subspace-Contrastive Multi-View Clustering Lele Fu Lei Zhang Jinghua Yang Sheng Huang Chuanfu Zhang Chuan Chen 57 6 0 13 Oct 2022
Semantic-Enhanced Image Clustering Shao-Qian Cai Li-qing Qiu Xiaojun Chen Qin Zhang Long Chen VLM 52 15 0 21 Aug 2022
Hierarchical Semi-Supervised Contrastive Learning for Contamination-Resistant Anomaly Detection Gaoang Wang Yibing Zhan Xinchao Wang Min-Gyoo Song Klara Nahrstedt 47 11 0 24 Jul 2022
Deep Image Clustering with Contrastive Learning and Multi-scale Graph Convolutional Networks Yuan Xu Dong Huang Changdong Wang Jianhuang Lai SSL 78 20 0 14 Jul 2022
A Comprehensive Survey on Deep Clustering: Taxonomy, Challenges, and Future Directions Sheng Zhou Hongjia Xu Zhuonan Zheng Jiawei Chen Zhao Li Jiajun Bu Jia Wu Xin Eric Wang Wenwu Zhu Martin Ester 96 103 0 15 Jun 2022
Federated Momentum Contrastive Clustering Runxuan Miao Erdem Koyuncu FedML 59 14 0 10 Jun 2022
Simple Contrastive Graph Clustering Yue Liu Xihong Yang Sihang Zhou Xinwang Liu GNN 117 119 0 11 May 2022
SCGC : Self-Supervised Contrastive Graph Clustering Gayan K. Kulatilleke Marius Portmann Shekhar S. Chandra 95 10 0 27 Apr 2022
Contrastive Graph Learning for Population-based fMRI Classification Xuesong Wang Lina Yao I. Rekik Yu Zhang 49 9 0 26 Mar 2022
Learning Representation for Clustering via Prototype Scattering and Positive Sampling Zhizhong Huang Jie Chen Junping Zhang Hongming Shan 76 97 0 23 Nov 2021
Self-supervised Contrastive Attributed Graph Clustering Wei Xia Quanxue Gao Ming Yang Xinbo Gao SSL 134 32 0 15 Oct 2021
Contrastive Representation Distillation Yonglong Tian Dilip Krishnan Phillip Isola 194 1,056 0 23 Oct 2019