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Learning Graph Embedding with Adversarial Training Methods

4 January 2019

Papers citing "Learning Graph Embedding with Adversarial Training Methods"

50 / 78 papers shown

Title
Attention Beyond Neighborhoods: Reviving Transformer for Graph Clustering Xuanting Xie Bingheng Li Erlin Pan Rui Hou Wenyu Chen Zhao Kang GNN 152 0 0 18 Sep 2025
Aggregation-aware MLP: An Unsupervised Approach for Graph Message-passing Xuanting Xie Bingheng Li Erlin Pan Zhao Kang Wenyu Chen 97 0 0 27 Jul 2025
GCL-GCN: Graphormer and Contrastive Learning Enhanced Attributed Graph Clustering Network Binxiong Li Xu Xiang Xue Li Binyu Zhao Yujie Liu Huijie Tang Benhan Yang Zhixuan Chen 109 0 0 25 Jul 2025
Divide-Then-Rule: A Cluster-Driven Hierarchical Interpolator for Attribute-Missing Graphs Yaowen Hu Wenxuan Tu Yue Liu Miaomiao Li Wenpeng Lu Zhigang Luo Xinwang Liu Ping Chen 113 0 0 12 Jul 2025
Scalable Attribute-Missing Graph Clustering via Neighborhood Differentiation Yaowen Hu Wenxuan Tu Yue Liu Xinhang Wan Junyi Yan Taichun Zhou Xinwang Liu 173 0 0 09 Jul 2025
Discrepancy-Aware Graph Mask Auto-Encoder Ziyu Zheng Yaming Yang Ziyu Guan Wei Zhao Weigang Lu 193 1 0 24 Jun 2025
Deep Cut-informed Graph Embedding and ClusteringInformation Fusion (Inf. Fusion), 2025 Zhiyuan Ning Zaitian Wang Ran Zhang Ping Xu Kunpeng Liu ... Chong Chen Pengfei Wang Yuanchun Zhou Erik Cambria Chong Chen GNN 382 10 0 09 Mar 2025
GraphSparseNet: a Novel Method for Large Scale Traffic Flow PredictionProceedings of the VLDB Endowment (PVLDB), 2025 Weiyang Kong Kaiqi Wu Sen Zhang Yubao Liu AI4TS GNN 276 4 0 27 Feb 2025
Graph Perceiver IO: A General Architecture for Graph Structured DataPattern Recognition (Pattern Recogn.), 2022 Seyun Bae Hoyoon Byun Changdae Oh Yoon-Sik Cho Kyungwoo Song GNN 338 3 0 24 Feb 2025
Recent Advances in Malware Detection: Graph Learning and Explainability Hossein Shokouhinejad Roozbeh Razavi-Far Hesamodin Mohammadian Mahdi Rabbani Samuel Ansong Griffin Higgins Ali Ghorbani AAML 436 8 0 14 Feb 2025
CDC: A Simple Framework for Complex Data ClusteringIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 Zhao Kang Xuanting Xie Bingheng Li Erlin Pan 408 37 0 10 Jan 2025
GraphMU: Repairing Robustness of Graph Neural Networks via Machine Unlearning Tao Wu Xinwen Cao Chao Wang Shaojie Qiao Xingping Xian Lin Yuan Canyixing Cui Yanbing Liu AAML 229 3 0 19 Jun 2024
HeNCler: Node Clustering in Heterophilous Graphs via Learned Asymmetric Similarity Sonny Achten Zander Op de Beeck F. Tonin Volkan Cevher Johan A. K. Suykens 248 0 0 27 May 2024
Incorporating Higher-order Structural Information for Graph Clustering Qiankun Li Haobing Liu Ruobing Jiang Tingting Wang GNN 280 4 0 17 Mar 2024
A Survey of Data-Efficient Graph Learning Wei Ju Siyu Yi Yifan Wang Qingqing Long Junyu Luo Zhiping Xiao Ming Zhang GNN 427 35 0 01 Feb 2024
Deep Manifold Graph Auto-Encoder for Attributed Graph EmbeddingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Bozhen Hu Z. Zang Jun Xia Lirong Wu Cheng Tan Stan Z. Li GNN 147 3 0 12 Jan 2024
Data-Agnostic Model Poisoning against Federated Learning: A Graph Autoencoder ApproachIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 Kai Li Jingjing Zheng Xinnan Yuan W. Ni Ozgur B. Akan H. Vincent Poor AAML 193 27 0 30 Nov 2023
HDGL: A hierarchical dynamic graph representation learning model for brain disorder classification Parniyan Jalali M. Safayani 129 2 0 06 Nov 2023
Redundancy-Free Self-Supervised Relational Learning for Graph ClusteringIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Si-Yu Yi Wei Ju Yifang Qin Xiao Luo Luchen Liu Yong-Dao Zhou Ming Zhang 233 33 0 09 Sep 2023
CONVERT:Contrastive Graph Clustering with Reliable AugmentationACM Multimedia (ACM MM), 2023 Xihong Yang Cheng Tan Yue Liu K. Liang Siwei Wang Sihang Zhou Jun Xia Stan Z. Li Xinwang Liu En Zhu 183 66 0 17 Aug 2023
Self-Contrastive Graph Diffusion NetworkACM Multimedia (ACM MM), 2023 Yixuan Ma Kun Zhan 130 8 0 27 Jul 2023
Beyond Homophily: Reconstructing Structure for Graph-agnostic ClusteringInternational Conference on Machine Learning (ICML), 2023 Erlin Pan Zhao Kang 133 58 0 03 May 2023
NESS: Node Embeddings from Static SubGraphs Talip Uçar 162 5 0 15 Mar 2023
Revisiting Initializing Then Refining: An Incomplete and Missing Graph Imputation NetworkIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Wenxuan Tu Bin Xiao Xinwang Liu Sihang Zhou Zhiping Cai Jieren Cheng 154 17 0 15 Feb 2023
Self-Supervised Temporal Graph learning with Temporal and Structural Intensity AlignmentIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 Meng Liu K. Liang Bin Xiao Wenxuan Tu Sihang Zhou Xihong Yang Xinwang Liu Yue Liu 246 99 0 15 Feb 2023
USER: Unsupervised Structural Entropy-based Robust Graph Neural NetworkAAAI Conference on Artificial Intelligence (AAAI), 2023 Yifei Wang Yupan Wang Zeyu Zhang Song Yang Kaiqi Zhao Jiamou Liu OOD 76 8 0 12 Feb 2023
Cluster-guided Contrastive Graph Clustering NetworkAAAI Conference on Artificial Intelligence (AAAI), 2023 Xihong Yang Yue Liu Sihang Zhou Siwei Wang Wenxuan Tu Qun Zheng Xinwang Liu Liming Fang En Zhu 252 145 0 03 Jan 2023
Hard Sample Aware Network for Contrastive Deep Graph ClusteringAAAI Conference on Artificial Intelligence (AAAI), 2022 Yue Liu Xihong Yang Sihang Zhou Xinwang Liu Zhen Wang K. Liang Wenxuan Tu Liangjun Li Jingcan Duan Cancan Chen 245 150 0 16 Dec 2022
Interpretable Node Representation with Attribute Decoding Xiaohui Chen Xi Chen Liping Liu 174 4 0 03 Dec 2022
EGRC-Net: Embedding-induced Graph Refinement Clustering NetworkIEEE Transactions on Image Processing (IEEE TIP), 2022 Zhihao Peng Hui Liu Yuheng Jia Xianqiang Lyu 184 10 0 19 Nov 2022
GLCC: A General Framework for Graph-Level ClusteringAAAI Conference on Artificial Intelligence (AAAI), 2022 Wei Ju Yiyang Gu Binqi Chen Gongbo Sun Yifang Qin Xing Liu Xiao Luo Ming Zhang 189 53 0 21 Oct 2022
NCAGC: A Neighborhood Contrast Framework for Attributed Graph ClusteringNeurocomputing (Neurocomputing), 2022 Tong Wang Guanyu Yang Qijia He Zhenquan Zhang Junhua Wu 138 9 0 16 Jun 2022
Unsupervised Deep Discriminant Analysis Based Clustering Jinyu Cai Wenzhong Guo Jicong Fan 147 5 0 09 Jun 2022
Trustworthy Graph Neural Networks: Aspects, Methods and TrendsProceedings of the IEEE (Proc. IEEE), 2022 He Zhang Bang Wu Lizhen Qu Shirui Pan Hanghang Tong Jian Pei 292 147 0 16 May 2022
Simple Contrastive Graph ClusteringIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 Yue Liu Xihong Yang Sihang Zhou Xinwang Liu GNN 204 157 0 11 May 2022
Deep Graph Clustering via Mutual Information Maximization and Mixture ModelKnowledge and Information Systems (KAIS), 2022 Maedeh Ahmadi M. Safayani Abdolreza Mirzaei 189 8 0 10 May 2022
CGC: Contrastive Graph Clustering for Community Detection and TrackingThe Web Conference (WWW), 2022 Namyong Park Ryan Rossi Eunyee Koh I. Burhanuddin Sungchul Kim F. Du Nesreen Ahmed Christos Faloutsos 134 44 0 05 Apr 2022
Improved Dual Correlation Reduction Network Yue Liu Sihang Zhou Xinwang Liu Wenxuan Tu Xihong Yang 99 23 0 25 Feb 2022
Deep Graph Clustering via Dual Correlation ReductionAAAI Conference on Artificial Intelligence (AAAI), 2021 Yue Liu Wenxuan Tu Sihang Zhou Xinwang Liu Linxuan Song Xihong Yang En Zhu 152 268 0 29 Dec 2021
Siamese Attribute-missing Graph Auto-encoder Wenxuan Tu Sihang Zhou Yue Liu Xinwang Liu 157 7 0 09 Dec 2021
Cyclic Graph Attentive Match Encoder (CGAME): A Novel Neural Network For OD Estimation Guanzhou Li Yujing He Jianping Wu Duowei Li BDL 164 0 0 26 Nov 2021
Towards Graph Self-Supervised Learning with Contrastive Adjusted ZoomingIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 Yizhen Zheng Ming Jin Shirui Pan Yuan-Fang Li Hao Peng Ming Li Zhao‐Rui Li SSL 146 29 0 20 Nov 2021
Deep Attention-guided Graph Clustering with Dual Self-supervision Zhihao Peng Hui Liu Yuheng Jia Xianqiang Lyu 219 39 0 10 Nov 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 248 11 0 27 Oct 2021
Self-supervised Contrastive Attributed Graph Clustering Wei Xia Quanxue Gao Ming Yang Xinbo Gao SSL 228 46 0 15 Oct 2021
Latent Network Embedding via Adversarial Auto-encoders Minglong Lei Yong Shi Lingfeng Niu GNN 60 0 0 30 Sep 2021
ConTIG: Continuous Representation Learning on Temporal Interaction GraphsNeural Networks (NN), 2021 Xu Yan Xiaoliang Fan Peizhen Yang Zonghan Wu Shirui Pan Longbiao Chen Yu Zang Cheng-Yu Wang 160 6 0 27 Sep 2021
Graph Neural Networks: Methods, Applications, and Opportunities Lilapati Waikhom Ripon Patgiri GNN 206 48 0 24 Aug 2021
Attention-driven Graph Clustering NetworkACM Multimedia (ACM MM), 2021 Zhihao Peng Hui Liu Yuheng Jia Xianqiang Lyu GNN 167 135 0 12 Aug 2021
Hyperparameter-free and Explainable Whole Graph Embedding Hao Wang Yue Deng Linyuan Lu Guanrong Chen 146 4 0 04 Aug 2021