论文解读 - 随笔分类(第8页) - 图神经网络

论文解读（Survey）《Self-supervised Learning on Graphs: Contrastive, Generative,or Predictive》第一部分：问题阐述

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 @ 2022-04-06 16:50 图神经网络阅读(539) 评论(0) 推荐(0) 编辑

论文解读（CSSL）《Contrastive Self-supervised Learning for Graph Classification》

摘要：论文信息论文标题：Contrastive Self-supervised Learning for Graph Classification论文作者：Jiaqi Zeng, Pengtao Xie论文来源：2020, AAAI论文地址：download 论文代码：download 1 Introd 阅读全文

posted @ 2022-04-06 11:09 图神经网络阅读(483) 评论(0) 推荐(0) 编辑

论文解读（SupCosine）《Supervised Contrastive Learning with Structure Inference for Graph Classification》

摘要：论文信息论文标题：Supervised Contrastive Learning with Structure Inference for Graph Classification论文作者：Hao Jia, Junzhong Ji, Minglong Lei论文来源：2022, ArXiv论文地址阅读全文

posted @ 2022-04-02 21:20 图神经网络阅读(367) 评论(0) 推荐(0) 编辑

论文解读（Graph-MLP）《Graph-MLP: Node Classification without Message Passing in Graph》

摘要：论文信息论文标题：Graph-MLP: Node Classification without Message Passing in Graph论文作者：Yang Hu, Haoxuan You, Zhecan Wang, Zhicheng Wang,Erjin Zhou, Yue Gao论文来源阅读全文

posted @ 2022-04-02 20:16 图神经网络阅读(675) 评论(0) 推荐(0) 编辑

论文解读（XR-Transformer）Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text Classification

摘要：Paper Information Title：Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text ClassificationAuthors：Jiong Zhang, Wei-Cheng Chang, 阅读全文

posted @ 2022-04-01 22:59 图神经网络阅读(569) 评论(0) 推荐(0) 编辑

论文解读（GRACE）《Deep Graph Contrastive Representation Learning》

摘要：论文解读论文标题：Deep Graph Contrastive Representation Learning论文作者：Yanqiao Zhu, Yichen Xu, Feng Yu, Q. Liu, Shu Wu, Liang Wang论文来源：2020, ArXiv论文地址：download 阅读全文

posted @ 2022-03-28 11:02 图神经网络阅读(2165) 评论(1) 推荐(2) 编辑

论文解读（MVGRL）Contrastive Multi-View Representation Learning on Graphs

摘要：论文信息论文标题：Contrastive Multi-View Representation Learning on Graphs论文作者：Kaveh Hassani 、Amir Hosein Khasahmadi论文来源：2020, ICML论文地址：download 论文代码：download 阅读全文

posted @ 2022-03-27 16:25 图神经网络阅读(1615) 评论(0) 推荐(0) 编辑

论文解读（GMI）《Graph Representation Learning via Graphical Mutual Information Maximization》

摘要：论文信息论文标题：Graph Representation Learning via Graphical Mutual Information Maximization论文作者：Zhen Peng、Wenbing Huang、Minnan Luo、Q. Zheng、Yu Rong、Tingyang 阅读全文

posted @ 2022-03-26 20:37 图神经网络阅读(1472) 评论(0) 推荐(0) 编辑

论文解读（SUGRL）《Simple Unsupervised Graph Representation Learning》

摘要：论文信息论文标题：Simple Unsupervised Graph Representation Learning论文作者：Yujie Mo、Liang Peng、Jie Xu, Xiaoshuang Shi、Xiaofeng Zhu论文来源：2022 AAAI论文地址：download 论文代阅读全文

posted @ 2022-03-25 11:00 图神经网络阅读(1966) 评论(0) 推荐(1) 编辑

论文解读（VGAE）《Variational Graph Auto-Encoders》

摘要：论文信息论文标题：Variational Graph Auto-Encoders论文作者：Thomas Kipf, M. Welling论文来源：2016, ArXiv论文地址：download 论文代码：download 1 Introduce 变分自编码器在图上的应用，该框架可以自行参考变分自阅读全文

posted @ 2022-03-23 16:57 图神经网络阅读(2324) 评论(0) 推荐(0) 编辑

论文解读（GraphCL）《Graph Contrastive Learning with Augmentations》

摘要：论文信息论文标题：Graph Contrastive Learning with Augmentations论文作者：Yuning You, Tianlong Chen, Yongduo Sui, Ting Chen, Zhangyang Wang, Yang Shen论文来源：2020, Neu 阅读全文

posted @ 2022-03-21 20:07 图神经网络阅读(3016) 评论(0) 推荐(2) 编辑

论文解读《Cauchy Graph Embedding》

摘要：Paper Information Title：Cauchy Graph EmbeddingAuthors：Dijun Luo, C. Ding, F. Nie, Heng HuangSources：2011, ICMLOthers：71 Citations, 30 References Abstr 阅读全文

posted @ 2022-03-20 20:58 图神经网络阅读(421) 评论(0) 推荐(1) 编辑

论文解读（GIN）《How Powerful are Graph Neural Networks》

摘要：论文信息论文标题：How Powerful are Graph Neural Networks论文作者：Keyulu Xu, Weihua Hu, J. Leskovec, S. Jegelka论文来源：2019, ICLR论文地址：download 论文代码：download 1 Introdu 阅读全文

posted @ 2022-03-05 16:32 图神经网络阅读(3753) 评论(0) 推荐(0) 编辑

论文解读（Geom-GCN）《Geom-GCN: Geometric Graph Convolutional Networks》

摘要：论文信息论文标题：Geom-GCN: Geometric Graph Convolutional Networks论文作者：Hongbin Pei, Bingzhen Wei, K. Chang, Yu Lei, Bo Yang论文来源：2020, ICLR论文地址：download 论文代码：d 阅读全文

posted @ 2022-03-03 21:03 图神经网络阅读(1128) 评论(0) 推荐(2) 编辑

论文解读（DAEGC）《Attributed Graph Clustering: A Deep Attentional Embedding Approach》

摘要：论文信息论文标题：Attributed Graph Clustering: A Deep Attentional Embedding Approach论文作者：Chun Wang, Shirui Pan, Ruiqi Hu, Guodong Long, Jing Jiang, Chengqi Zh 阅读全文

posted @ 2022-02-19 12:31 图神经网络阅读(1938) 评论(1) 推荐(1) 编辑

论文解读（AGCN）《 Attention-driven Graph Clustering Network》

摘要：论文信息论文标题：Attention-driven Graph Clustering Network论文作者：Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou论文来源：2021, ACM Multimedia论文地址：download 论文代码：downlo 阅读全文

posted @ 2022-02-17 23:22 图神经网络阅读(1718) 评论(0) 推荐(1) 编辑

论文解读（IDEC）《Improved Deep Embedded Clustering with Local Structure Preservation》

摘要：论文信息论文标题：Improved Deep Embedded Clustering with Local Structure Preservation论文作者：Xifeng Guo, Long Gao, Xinwang Liu, Jianping Yin论文来源：2017, IJCAI论文地址：阅读全文

posted @ 2022-02-13 17:57 图神经网络阅读(1802) 评论(0) 推荐(3) 编辑

论文解读（GAN）《Generative Adversarial Networks》

摘要：论文信息论文标题：Generative Adversarial Networks论文作者：Ian J. Goodfellow, Jean Pouget-Abadie ......论文来源：2014, NIPS论文地址：download 论文代码：download 1 Introduction 本文阅读全文

posted @ 2022-02-03 17:15 图神经网络阅读(3097) 评论(2) 推荐(1) 编辑

论文解读（DFCN）《Deep Fusion Clustering Network》

摘要：论文信息论文标题：Deep Fusion Clustering Network论文作者：Wenxuan Tu, Sihang Zhou, Xinwang Liu, Xifeng Guo, Zhiping Cai, En Zhu, Jieren Cheng论文来源：2020, AAAI论文地址：do 阅读全文

posted @ 2022-01-27 18:01 图神经网络阅读(2209) 评论(0) 推荐(0) 编辑

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随笔分类 - 论文解读

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