论文解读（GCC）《Graph Contrastive Clustering》
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 ... »
Fauce：Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation 论文解读（VLDB 2021）
Fauce：Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation 论文解读（VLDB 2021） 本篇博客是对Fauce：Fast and Accurate Deep Ensembles with U ... »
论文解读（SelfGNN）《Self-supervised Graph Neural Networks without explicit negative sampling》
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 ... »
论文解读（BGRL）《Bootstrapped Representation Learning on Graphs》
论文信息 论文标题：Bootstrapped Representation Learning on Graphs论文作者：Shantanu Thakoor, Corentin Tallec, Mohammad Gheshlaghi Azar, Rémi Munos, Petar Veličković ... »
论文解读（AutoSSL）《Automated Self-Supervised Learning for Graphs》
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 ... »
论文解读（GCA）《Graph Contrastive Learning with Adaptive Augmentation》
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 ... »
论文解读（MCGC）《Multi-view Contrastive Graph Clustering》
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 ... »
论文解读（MLGCL）《Multi-Level Graph Contrastive Learning》
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、 ... »
论文解读（S^3-CL）《Structural and Semantic Contrastive Learning for Self-supervised Node Representation Learning》
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、 ... »
论文解读（GRCCA）《 Graph Representation Learning via Contrasting Cluster Assignments》
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- ... »
论文解读（Graph-MLP）《Graph-MLP: Node Classification without Message Passing in Graph》
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 ... »
Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads 论文解读（VLDB 2021）
Tsunami: A Learned Multi-dimensional Index for Correlated Data and Skewed Workloads 论文解读（VLDB 2021） 本篇博客是对发表在2021 VLDB上的# Tsunami: A Learned Multi-dim ... »
论文解读（XR-Transformer）Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text Classification
Paper Information Title：Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text ClassificationAuthors：Jiong Zhang, Wei-Cheng Chang, ... »
论文解读（ N2N）《Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization》
论文信息 论文标题：Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization论文作者：Wei Dong, Junsheng Wu, Yi Luo, Zongyuan ... »
论文解读（GRACE）《Deep Graph Contrastive Representation Learning》
Paper Information 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 ... »
论文解读（MVGRL）Contrastive Multi-View Representation Learning on Graphs
Paper Information 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 ... »
论文解读（GMI）《Graph Representation Learning via Graphical Mutual Information Maximization》
Paper Information 论文作者：Zhen Peng、Wenbing Huang、Minnan Luo、Q. Zheng、Yu Rong、Tingyang Xu、Junzhou Huang论文来源：WWW 2020论文地址：download代码地址：download 前言 1、自监督学习 ... »
论文解读（SUGRL）《Simple Unsupervised Graph Representation Learning》
Paper Information Title：Simple Unsupervised Graph Representation LearningAuthors： Yujie Mo、Liang Peng、Jie Xu, Xiaoshuang Shi、Xiaofeng ZhuSources：2022 ... »
论文解读（VGAE）《Variational Graph Auto-Encoders》
Paper Information Title：Variational Graph Auto-EncodersAuthors：Thomas Kipf, M. WellingSoures：2016, ArXivOthers：1214 Citations, 14 References 1 A laten ... »
论文解读《Cauchy Graph Embedding》
Paper Information Title：Cauchy Graph EmbeddingAuthors：Dijun Luo, C. Ding, F. Nie, Heng HuangSources：2011, ICMLOthers：71 Citations, 30 References Abstr ... »
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