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论文信息 论文标题:Deep Embedded Multi-View Clustering via Jointly Learning Latent Representations and Graphs论文作者:Zongmo Huang、Yazhou Ren、Xiaorong Pu、Lifang He 阅读全文
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https://zhuanlan.zhihu.com/p/288300334 import torch import torch.nn as nn import numpy as np a = torch.tensor([[[1.0,2.0,3.0], [4.0,5.0,6.0]], [[1.0,2 阅读全文
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目录 01、论文解读(LINE)《LINE: Large-scale Information Network Embedding》——2015, WWW 02、论文解读(GraphSAGE)《Inductive Representation Learning on Large Graphs》——20 阅读全文
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论文信息 论文标题:Learning Graph Embedding with Adversarial Training Methods论文作者:Shirui Pan, Ruiqi Hu, Sai-fu Fung, Guodong Long, Jing Jiang, Chengqi Zhang论文来 阅读全文
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论文信息 论文标题:Graph Communal Contrastive Learning论文作者:Bolian Li, Baoyu Jing, Hanghang Tong论文来源:2022, WWW论文地址:download 论文代码:download 1 Introduction 出发点:GCL 阅读全文
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点乘 torch.mul(a,b)二维矩阵乘 torch.mm(a,b)三维矩阵乘 torch.bmm(a,b)高维矩阵乘 torch.matmul(a,b) https://blog.csdn.net/sunjinshengli/article/details/121901225 阅读全文
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论文信息 论文标题:Towards Unsupervised Deep Graph Structure Learning论文作者:Yixin Liu, Yu Zheng, Daokun Zhang, Hongxu Chen, Hao Peng, Shirui Pan论文来源:2022, WWW Be 阅读全文
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论文信息 论文标题:GraphSMOTE: Imbalanced Node Classification on Graphs with Graph Neural Networks论文作者:Tianxiang Zhao, Xiang Zhang, Suhang Wang论文来源:2021, WSDM论 阅读全文