Deep Temporal Graph Clustering

18 May 2023

Papers citing "Deep Temporal Graph Clustering"

25 / 25 papers shown

Title
A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities Pengfei Jiao Hongjiang Chen Xuan Guo Zhidong Zhao Dongxiao He Di Jin AI4CE 19 0 0 07 May 2025
FreCT: Frequency-augmented Convolutional Transformer for Robust Time Series Anomaly Detection Wenxin Zhang Ding Xu Guangzhen Yao Xiaojian Lin Renxiang Guan Chengze Du Renda Han Xi Xuan Cuicui Luo AI4TS 39 0 0 02 May 2025
Multi-Relation Graph-Kernel Strengthen Network for Graph-Level Clustering Renda Han Guangzhen Yao W. Zhang Y. Li Wen Xin Huajie Lei Mengfei Li Z. Zhang Chengze Du Yahe Tian 45 0 0 02 Apr 2025
Revisiting Self-Supervised Heterogeneous Graph Learning from Spectral Clustering Perspective Yujie Mo Zhihe Lu Runpeng Yu Xiaofeng Zhu Xinchao Wang 72 1 0 01 Dec 2024
Negative-Free Self-Supervised Gaussian Embedding of Graphs Yunhui Liu Tieke He Tao Zheng Jianhua Zhao SSL 30 1 0 02 Nov 2024
Federated Temporal Graph Clustering Yang Liu Z. Zhou Xianghong Xu Q. Li FedML 62 0 0 16 Oct 2024
DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs Dongyuan Li Shiyin Tan Ying Zhang Ming Jin Shirui Pan Manabu Okumura Renhe Jiang Mamba 14 2 0 13 Aug 2024
Self-Supervised Contrastive Graph Clustering Network via Structural Information Fusion Xiaoyang Ji Yuchen Zhou Haofu Yang Shiyue Xu Jiahao Li SSL 25 0 0 08 Aug 2024
S2RC-GCN: A Spatial-Spectral Reliable Contrastive Graph Convolutional Network for Complex Land Cover Classification Using Hyperspectral Images Renxiang Guan Zihao Li Chujia Song Guo Yu Xianju Li Ruyi Feng 22 1 0 01 Apr 2024
Towards Fair Graph Anomaly Detection: Problem, New Datasets, and Evaluation Neng Kai Nigel Neo Yeon-Chang Lee Yiqiao Jin Sang-Wook Kim Srijan Kumar 36 4 0 25 Feb 2024
A General Benchmark Framework is Dynamic Graph Neural Network Need Yusen Zhang 8 0 0 12 Jan 2024
One-Step Late Fusion Multi-view Clustering with Compressed Subspace Qiyuan Ou Pei Zhang Sihang Zhou En Zhu 8 1 0 03 Jan 2024
PUMA: Efficient Continual Graph Learning for Node Classification with Graph Condensation Yilun Liu Ruihong Qiu Yanran Tang Hongzhi Yin Zi Huang 11 5 0 22 Dec 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 16 24 0 21 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 21 18 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 29 13 0 31 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 32 26 0 13 Aug 2023
arXiv4TGC: Large-Scale Datasets for Temporal Graph Clustering Meng Liu K. Liang Yue Liu Siwei Wang Sihang Zhou Xinwang Liu AI4CE 6 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 17 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 27 19 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 24 52 0 28 May 2023
SARF: Aliasing Relation Assisted Self-Supervised Learning for Few-shot Relation Reasoning Lingyuan Meng K. Liang Bin Xiao Sihang Zhou Yue Liu Meng Liu Xihong Yang Xinwang Liu 10 20 0 20 Apr 2023
Self-Supervised Temporal Graph learning with Temporal and Structural Intensity Alignment Meng Liu K. Liang Bin Xiao Wenxuan Tu Sihang Zhou Xihong Yang Xinwang Liu Yue Liu 8 68 0 15 Feb 2023
A Survey of Deep Graph Clustering: Taxonomy, Challenge, Application, and Open Resource Yue Liu Jun-Xiong Xia Sihang Zhou Xihong Yang K. Liang Chenchen Fan Zhuang Yan Stan Z. Li Xinwang Liu Kunlun He OOD 19 15 0 23 Nov 2022
Inductive Representation Learning in Temporal Networks via Mining Neighborhood and Community Influences Meng Liu Yong Liu AI4TS 79 32 0 01 Oct 2021