论文解读 - 随笔分类(第5页) - 别关注我了，私信我吧

论文解读（GMAE）《Graph Masked Autoencoders with Transformers》

摘要：论文信息论文标题：Graph Masked Autoencoders with Transformers论文作者：Sixiao Zhang, Hongxu Chen, Haoran Yang, Xiangguo Sun, Philip S. Yu, Guandong Xu论文来源：2022, Ar 阅读全文

posted @ 2022-06-16 21:24 别关注我了，私信我吧阅读(745) 评论(0) 推荐(0)

论文解读（DMVCJ）《Deep Embedded Multi-View Clustering via Jointly Learning Latent Representations and Graphs》

摘要：论文信息论文标题：Deep Embedded Multi-View Clustering via Jointly Learning Latent Representations and Graphs论文作者：Zongmo Huang、Yazhou Ren、Xiaorong Pu、Lifang He 阅读全文

posted @ 2022-06-15 14:59 别关注我了，私信我吧阅读(435) 评论(0) 推荐(0)

论文解读目录

摘要：目录 01、论文解读（LINE）《LINE: Large-scale Information Network Embedding》——2015, WWW 02、论文解读（GraphSAGE）《Inductive Representation Learning on Large Graphs》——20 阅读全文

posted @ 2022-06-07 14:55 别关注我了，私信我吧阅读(2644) 评论(0) 推荐(1)

论文解读（ARVGA）《Learning Graph Embedding with Adversarial Training Methods》

摘要：论文信息论文标题：Learning Graph Embedding with Adversarial Training Methods论文作者：Shirui Pan, Ruiqi Hu, Sai-fu Fung, Guodong Long, Jing Jiang, Chengqi Zhang论文来阅读全文

posted @ 2022-06-07 09:25 别关注我了，私信我吧阅读(801) 评论(0) 推荐(0)

论文解读（gCooL）《Graph Communal Contrastive Learning》

摘要：论文信息论文标题：Graph Communal Contrastive Learning论文作者：Bolian Li, Baoyu Jing, Hanghang Tong论文来源：2022, WWW论文地址：download 论文代码：download 1 Introduction 出发点：GCL 阅读全文

posted @ 2022-06-05 22:22 别关注我了，私信我吧阅读(997) 评论(0) 推荐(1)

论文解读（SUBLIME）《Towards Unsupervised Deep Graph Structure Learning》

摘要：论文信息论文标题：Towards Unsupervised Deep Graph Structure Learning论文作者：Yixin Liu, Yu Zheng, Daokun Zhang, Hongxu Chen, Hao Peng, Shirui Pan论文来源：2022, WWW Be 阅读全文

posted @ 2022-06-04 11:26 别关注我了，私信我吧阅读(742) 评论(0) 推荐(0)

论文解读(GraphSMOTE)《GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks》

摘要：论文信息论文标题：GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks论文作者：Tianxiang Zhao, Xiang Zhang, Suhang Wang论文来源：2021, WSDM论阅读全文

posted @ 2022-06-02 17:19 别关注我了，私信我吧阅读(1392) 评论(0) 推荐(1)

论文解读（LA-GNN）《Local Augmentation for Graph Neural Networks》

摘要：论文信息论文标题：Local Augmentation for Graph Neural Networks论文作者：Songtao Liu, Hanze Dong, Lanqing Li, Tingyang Xu, Yu Rong, Peilin Zhao, Junzhou Huang, Ding 阅读全文

posted @ 2022-06-01 15:55 别关注我了，私信我吧阅读(1267) 评论(1) 推荐(0)

论文解读(GraphDA)《Data Augmentation for Deep Graph Learning: A Survey》

摘要：论文信息论文标题：Data Augmentation for Deep Graph Learning: A Survey论文作者：Kaize Ding, Zhe Xu, Hanghang Tong, Huan Liu论文来源：2022, arXiv论文地址：download 1 介绍本文主要总结阅读全文

posted @ 2022-05-31 21:18 别关注我了，私信我吧阅读(1571) 评论(0) 推荐(0)

论文解读（GCC）《GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training》

摘要：论文信息论文标题：GCC: Graph Contrastive Coding for Graph Neural Network Pre-Training论文作者：Jiezhong Qiu, Qibin Chen, Yuxiao Dong, Jing Zhang, Hongxia Yang, Min 阅读全文

posted @ 2022-05-30 09:33 别关注我了，私信我吧阅读(766) 评论(0) 推荐(1)

论文解读《Strategies for Pre-training Graph Neural Networks》

摘要：论文信息论文标题：Strategies for Pre-training Graph Neural Networks论文作者：Weihua Hu, Bowen Liu, Joseph Gomes, Marinka Zitnik, Percy Liang, Vijay Pande, Jure Les 阅读全文

posted @ 2022-05-29 16:04 别关注我了，私信我吧阅读(497) 评论(0) 推荐(0)

论文解读（AGE)《Adaptive Graph Encoder for Attributed Graph Embedding》

摘要：论文信息论文标题：Adaptive Graph Encoder for Attributed Graph Embedding论文作者：Gayan K. Kulatilleke, Marius Portmann, Shekhar S. Chandra论文来源：2020, KDD论文地址：downlo 阅读全文

posted @ 2022-05-28 22:09 别关注我了，私信我吧阅读(823) 评论(0) 推荐(0)

论文解读（Graph-Bert）《Graph-Bert: Only Attention is Needed for Learning Graph Representations》

摘要：论文信息论文标题：Graph-Bert: Only Attention is Needed for Learning Graph Representations论文作者：Jiawei Zhang, Haopeng Zhang, Congying Xia, Li Sun论文来源：2020, arXi 阅读全文

posted @ 2022-05-25 17:34 别关注我了，私信我吧阅读(1001) 评论(0) 推荐(0)

论文解读（FDGATII）《FDGATII : Fast Dynamic Graph Attention with Initial Residual and Identity Mapping》

摘要：论文信息论文标题：FDGATII : Fast Dynamic Graph Attention with Initial Residual and Identity Mapping论文作者：Gayan K. Kulatilleke, Marius Portmann, Ryan Ko, Shekha 阅读全文

posted @ 2022-05-25 08:55 别关注我了，私信我吧阅读(188) 评论(0) 推荐(0)

论文解读（SCGC)《Simple Contrastive Graph Clustering》

摘要：论文信息论文标题：Simple Contrastive Graph Clustering论文作者：Yue Liu, Xihong Yang, Sihang Zhou, Xinwang Liu论文来源：2022,arXiv论文地址：download 论文代码：download 1 Introduct 阅读全文

posted @ 2022-05-21 17:03 别关注我了，私信我吧阅读(1009) 评论(0) 推荐(0)

论文解读（SCAGC）《Self-supervised Contrastive Attributed Graph Clustering》

摘要：论文信息论文标题：Self-supervised Contrastive Attributed Graph Clustering论文作者：Wei Xia, Quanxue Gao, Ming Yang, Xinbo Gao论文来源：2021, arXiv论文地址：download 论文代码：dow 阅读全文

posted @ 2022-05-20 21:46 别关注我了，私信我吧阅读(363) 评论(0) 推荐(0)

论文解读（SCGC）《SCGC : Self-Supervised Contrastive Graph Clustering》

摘要：论文信息论文标题：SCGC : Self-Supervised Contrastive Graph Clustering论文作者：Gayan K. Kulatilleke, Marius Portmann, Shekhar S. Chandra论文来源：2022, arXiv论文地址：downlo 阅读全文

posted @ 2022-05-20 10:27 别关注我了，私信我吧阅读(952) 评论(0) 推荐(0)

论文解读（GMIM）《Deep Graph Clustering via Mutual Information Maximization and Mixture Model》

摘要：论文信息论文标题：Deep Graph Clustering via Mutual Information Maximization and Mixture Model论文作者：Maedeh Ahmadi, Mehran Safayani, Abdolreza Mirzaei论文来源：2022, 阅读全文

posted @ 2022-05-19 15:38 别关注我了，私信我吧阅读(285) 评论(0) 推荐(0)

论文解读《Bilinear Graph Neural Network with Neighbor Interactions》

摘要：论文信息论文标题：Bilinear Graph Neural Network with Neighbor Interactions论文作者：Hongmin Zhu, Fuli Feng, Xiangnan He, Xiang Wang, Yan Li, Kai Zheng, Yongdong Zh 阅读全文

posted @ 2022-05-16 16:49 别关注我了，私信我吧阅读(507) 评论(0) 推荐(1)

论文解读《Deep Attention-guided Graph Clustering with Dual Self-supervision》

摘要：论文信息论文标题：Deep Attention-guided Graph Clustering with Dual Self-supervision论文作者：Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou论文来源：2022, arXiv论文地址：downl 阅读全文

posted @ 2022-05-15 12:48 别关注我了，私信我吧阅读(506) 评论(0) 推荐(1)

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