论文解读 - 随笔分类(第7页) - 图神经网络

论文解读（IGSD）《Iterative Graph Self-Distillation》

摘要：论文信息论文标题：Iterative Graph Self-Distillation论文作者：Hanlin Zhang, Shuai Lin, Weiyang Liu, Pan Zhou, Jian Tang, Xiaodan Liang, Eric P. Xing论文来源：2021, ICLR论阅读全文

posted @ 2022-04-28 11:51 图神经网络阅读(374) 评论(0) 推荐(0) 编辑

论文解读（GIC）《Graph infoclust: Leveraging cluster-level node information for unsupervised graph representation learning》

摘要：论文信息论文标题：Graph infoclust: Leveraging cluster-level node information for unsupervised graph representation learning论文作者：Costas Mavromatis, G. Karypis论阅读全文

posted @ 2022-04-28 10:28 图神经网络阅读(701) 评论(0) 推荐(0) 编辑

论文解读（SUBG-CON）《Sub-graph Contrast for Scalable Self-Supervised Graph Representation Learning》

摘要：论文信息论文标题：Sub-graph Contrast for Scalable Self-Supervised Graph Representation Learning论文作者：Yizhu Jiao, Yun Xiong, Jiawei Zhang, Yao Zhang, Tianqi Zha 阅读全文

posted @ 2022-04-27 17:06 图神经网络阅读(714) 评论(0) 推荐(0) 编辑

论文解读（MERIT）《Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning》

摘要：论文信息论文标题：Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning论文作者：Ming Jin, Yizhen Zheng, Yuan-Fang Li, Chen Go 阅读全文

posted @ 2022-04-26 23:14 图神经网络阅读(416) 评论(0) 推荐(0) 编辑

论文解读（MCNS）《Understanding Negative Sampling in Graph RepresentationLearning》

摘要：论文信息论文标题：Understanding Negative Sampling in Graph RepresentationLearning论文作者：Zhen Yang, Ming Ding, Chang Zhou, Hongxia Yang, Jingren Zhou, Jie Tang论文阅读全文

posted @ 2022-04-26 15:18 图神经网络阅读(320) 评论(0) 推荐(0) 编辑

论文解读（DGB）《Self-supervised Graph Representation Learning via Bootstrapping》

摘要：论文信息论文标题：Self-supervised Graph Representation Learning via Bootstrapping论文作者：Feihu Che, Guohua Yang, Dawei Zhang, Jianhua Tao, Pengpeng Shao, Tong Li 阅读全文

posted @ 2022-04-25 20:08 图神经网络阅读(203) 评论(0) 推荐(0) 编辑

论文解读（GROC）《Towards Robust Graph Contrastive Learning》

摘要：论文信息论文标题：Towards Robust Graph Contrastive Learning论文作者：Nikola Jovanović, Zhao Meng, Lukas Faber, Roger Wattenhofer论文来源：2021, arXiv论文地址：download 论文代码：阅读全文

posted @ 2022-04-24 22:10 图神经网络阅读(394) 评论(0) 推荐(0) 编辑

论文解读（CGC）《CGC: Contrastive Graph Clustering for Community Detection and Tracking》

摘要：论文信息论文标题：CGC: Contrastive Graph Clustering for Community Detection and Tracking论文作者：Namyong Park, Ryan Rossi, Eunyee Koh, Iftikhar Ahamath Burhanuddi 阅读全文

posted @ 2022-04-23 11:27 图神经网络阅读(1202) 评论(0) 推荐(1) 编辑

论文解读（DCRN）《Deep Graph Clustering via Dual Correlation Reduction》

摘要：论文信息论文标题：Deep Graph Clustering via Dual Correlation Reduction论文作者：Yue Liu, Wenxuan Tu, Sihang Zhou, Xinwang Liu, Linxuan Song, Xihong Yang, En Zhu论文来阅读全文

posted @ 2022-04-20 22:18 图神经网络阅读(1305) 评论(0) 推荐(0) 编辑

论文解读（GCC）《Graph Contrastive Clustering》

摘要：论文信息论文标题：Graph Contrastive Clustering论文作者：Huasong Zhong, Jianlong Wu, Chong Chen, Jianqiang Huang, Minghua Deng, Liqiang Nie, Zhouchen Lin, Xian-Shen 阅读全文

posted @ 2022-04-18 23:13 图神经网络阅读(569) 评论(0) 推荐(0) 编辑

论文解读（Cluster-GCN）《Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks》

摘要：论文信息论文标题：Cluster-GCN: An Efficient Algorithm for Training Deep and Large Graph Convolutional Networks论文作者：Wei-Lin Chiang, Xuanqing Liu, Si Si, Yang L 阅读全文

posted @ 2022-04-18 11:01 图神经网络阅读(813) 评论(0) 推荐(0) 编辑

论文解读（SelfGNN）《Self-supervised Graph Neural Networks without explicit negative sampling》

摘要：论文信息论文标题：Self-supervised Graph Neural Networks without explicit negative sampling论文作者：Zekarias T. Kefato, Sarunas Girdzijauskas论文来源：2021, WWW论文地址：dow 阅读全文

posted @ 2022-04-14 22:59 图神经网络阅读(592) 评论(0) 推荐(2) 编辑

论文解读（BGRL）《Large-Scale Representation Learning on Graphs via Bootstrapping》

摘要：论文信息论文标题：Large-Scale Representation Learning on Graphs via Bootstrapping论文作者：Shantanu Thakoor, Corentin Tallec, Mohammad Gheshlaghi Azar, Rémi Munos, 阅读全文

posted @ 2022-04-14 16:50 图神经网络阅读(1139) 评论(1) 推荐(0) 编辑

论文解读（AutoSSL）《Automated Self-Supervised Learning for Graphs》

摘要：论文信息论文标题：Automated Self-Supervised Learning for Graphs论文作者：Wei Jin, Xiaorui Liu, Xiangyu Zhao, Yao Ma, Neil Shah, Jiliang Tang论文来源：2022, ICLR论文地址：dow 阅读全文

posted @ 2022-04-13 17:07 图神经网络阅读(579) 评论(0) 推荐(1) 编辑

论文解读（GCA）《Graph Contrastive Learning with Adaptive Augmentation》

摘要：论文信息论文标题：Graph Contrastive Learning with Adaptive Augmentation论文作者：Yanqiao Zhu、Yichen Xu3、Feng Yu4、Qiang Liu、Shu Wu、Liang Wang论文来源：2021, WWW论文地址：down 阅读全文

posted @ 2022-04-12 19:47 图神经网络阅读(914) 评论(0) 推荐(0) 编辑

论文解读（MCGC）《Multi-view Contrastive Graph Clustering》

摘要：论文信息论文标题：Multi-view Contrastive Graph Clustering论文作者：Erlin Pan、Zhao Kang论文来源：2021, NeurIPS论文地址：download论文代码：download 1 介绍本文贡献：使用Graph Filter 过滤了高阶噪阅读全文

posted @ 2022-04-11 11:10 图神经网络阅读(1662) 评论(1) 推荐(0) 编辑

论文解读（Survey）《Self-supervised Learning on Graphs: Contrastive, Generative,or Predictive》第二部分：对比学习

摘要：论文信息论文标题：Self-supervised Learning on Graphs: Contrastive, Generative,or Predictive论文作者：Lirong Wu, Haitao Lin, Cheng Tan,Zhangyang Gao, and Stan.Z.Li论阅读全文

posted @ 2022-04-10 19:19 图神经网络阅读(788) 评论(0) 推荐(0) 编辑

论文解读（MLGCL）《Multi-Level Graph Contrastive Learning》

摘要：论文信息论文标题：Multi-Level Graph Contrastive Learning论文作者：Pengpeng Shao, Tong Liu, Dawei Zhang, J. Tao, Feihu Che, Guohua Yang论文来源：2021, Neurocomputing论文地址阅读全文

posted @ 2022-04-10 16:58 图神经网络阅读(1024) 评论(0) 推荐(0) 编辑

论文解读（S^3-CL）《Structural and Semantic Contrastive Learning for Self-supervised Node Representation Learning》

摘要：论文信息论文标题：Structural and Semantic Contrastive Learning for Self-supervised Node Representation Learning论文作者： Kaize Ding 、Yancheng Wang 、Yingzhen Yang、阅读全文

posted @ 2022-04-09 14:39 图神经网络阅读(342) 评论(0) 推荐(0) 编辑

论文解读（GRCCA）《 Graph Representation Learning via Contrasting Cluster Assignments》

摘要：论文信息论文标题：Graph Representation Learning via Contrasting Cluster Assignments论文作者：Chun-Yang Zhang, Hong-Yu Yao, C. L. Philip Chen, Fellow, IEEE and Yue- 阅读全文

posted @ 2022-04-06 22:24 图神经网络阅读(412) 评论(0) 推荐(0) 编辑

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随笔分类 - 论文解读

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