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论文信息 论文标题：Deep Graph Clustering via Mutual Information Maximization and Mixture Model论文作者：Maedeh Ahmadi, Mehran Safayani, Abdolreza Mirzaei论文来源：2022, 阅读全文
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论文信息 论文标题：Bilinear Graph Neural Network with Neighbor Interactions论文作者：Hongmin Zhu, Fuli Feng, Xiangnan He, Xiang Wang, Yan Li, Kai Zheng, Yongdong Zh 阅读全文
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论文信息 论文标题：Deep Attention-guided Graph Clustering with Dual Self-supervision论文作者：Zhihao Peng, Hui Liu, Yuheng Jia, Junhui Hou论文来源：2022, arXiv论文地址：downl 阅读全文
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论文信息 论文标题：LightGCN: Simplifying and Powering Graph Convolution Network for Recommendation论文作者：Xiangnan He, Kuan Deng, Xiang Wang, Yan Li, Yongdong Zha 阅读全文
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论文信息 论文标题：ClusterSCL: Cluster-Aware Supervised Contrastive Learning on Graphs论文作者：Yanling Wang, Jing Zhang, Haoyang Li, Yuxiao Dong, Hongzhi Yin, Cuip 阅读全文
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论文信息 论文标题：SimGRACE: A Simple Framework for Graph Contrastive Learning without Data Augmentation论文作者：Jun Xia, Lirong Wu, Jintao Chen, Bozhen Hu, Stan Z 阅读全文
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论文信息 论文标题：Graph Transformer Networks论文作者：Seongjun Yun, Minbyul Jeong, Raehyun Kim, Jaewoo Kang, Hyunwoo J. Kim论文来源：2019, NeurIPS论文地址：download 论文代码：dow 阅读全文
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论文信息 论文标题：Self-Attention Graph Pooling论文作者：Junhyun Lee, Inyeop Lee, Jaewoo Kang论文来源：2019, ICML论文地址：download 论文代码：download 1 Preamble 对图使用下采样 downsampl 阅读全文
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论文信息 论文标题：Hierarchical Graph Representation Learning with Differentiable Pooling论文作者：Rex Ying, Jiaxuan You, Christopher Morris, Xiang Ren, William L. 阅读全文
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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