论文解读 - 随笔分类(第7页) - 别关注我了，私信我吧

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 别关注我了，私信我吧阅读(778) 评论(0) 推荐(0)

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 别关注我了，私信我吧阅读(990) 评论(0) 推荐(0)

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 别关注我了，私信我吧阅读(635) 评论(0) 推荐(2)

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 别关注我了，私信我吧阅读(1238) 评论(1) 推荐(0)

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 别关注我了，私信我吧阅读(674) 评论(0) 推荐(1)

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 别关注我了，私信我吧阅读(1093) 评论(0) 推荐(0)

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 别关注我了，私信我吧阅读(1870) 评论(1) 推荐(0)

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 别关注我了，私信我吧阅读(869) 评论(0) 推荐(0)

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 别关注我了，私信我吧阅读(1123) 评论(0) 推荐(0)

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 别关注我了，私信我吧阅读(398) 评论(0) 推荐(0)

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 别关注我了，私信我吧阅读(444) 评论(0) 推荐(0)

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 别关注我了，私信我吧阅读(598) 评论(0) 推荐(0)

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 别关注我了，私信我吧阅读(559) 评论(0) 推荐(0)

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 别关注我了，私信我吧阅读(405) 评论(0) 推荐(0)

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 别关注我了，私信我吧阅读(763) 评论(0) 推荐(0)

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 别关注我了，私信我吧阅读(625) 评论(0) 推荐(0)

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 别关注我了，私信我吧阅读(2426) 评论(1) 推荐(2)

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 别关注我了，私信我吧阅读(1739) 评论(0) 推荐(0)

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 别关注我了，私信我吧阅读(1648) 评论(0) 推荐(0)

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 别关注我了，私信我吧阅读(2128) 评论(0) 推荐(1)

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