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摘要： 论文信息 论文标题：Deeper Insights into Graph Convolutional Networks for Semi-Supervised Learning论文作者：Qimai Li, Zhichao Han, Xiao-Ming Wu论文来源：2018, AAAI论文地址：do 阅读全文

摘要： 论文信息 论文标题：Accurate Learning of Graph Representations with Graph Multiset Pooling论文作者：Jinheon Baek, Minki Kang, Sung Ju Hwang论文来源：2021, ICLR论文地址：downlo 阅读全文

摘要： 论文信息 论文标题：Measuring and Relieving the Over-smoothing Problem for Graph NeuralNetworks from the Topological View论文作者：Deli Chen, Yankai Lin, Wei Li, Pen 阅读全文

摘要： 论文信息 论文标题：Towards Deeper Graph Neural Networks论文作者：Meng Liu, Hongyang Gao, Shuiwang Ji论文来源：2020, KDD论文地址：download 论文代码：download 1 Introduction 问题引入： 图 阅读全文

摘要： 论文信息 论文标题：Debiased Contrastive Learning论文作者：Ching-Yao Chuang, Joshua Robinson, Lin Yen-Chen, Antonio Torralba, Stefanie Jegelka论文来源：2020, NeurIPS论文地址： 阅读全文

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

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

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

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

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