[AAAI 2023] An official source code for paper Hard Sample Aware Network for Contrastive Deep Graph Clustering.
😄 I'm Yue Liu.
🔭 I graduated from Northeastern University at Qinhuangdao (NEUQ).
🌱 I was recommended for admission to the National University of Defense Technology (NUDT) with excellent grades.
👯 I am working hard and pursuing my master degree in College of Computer, NUDT.
⚡ My current research interests include Graph Neural Networks, Deep Clustering and Self-Supervised Learning.
怎么没有划分训练测试集呢。。。
Originally posted by @Tommtang in #1 (comment)
您好，可以分享一下中文版论文么，英文阅读能力有限太吃力，orz
The learnable trade-off α which is set to 0.99999 as initialization and you said it reduces to around 0.4.
But in my experiments of cora dataset with default parameters, it reduce to -1.4 in 1000 epochs,
which also occurs in other dataset and parameters, is it resonable?
Originally posted by @DrunkMe in #1 (comment)
self.optimizer.zero_grad() is not used. The model is not converging, I want to know if this is an error？
Hello, thanks for your open source contribution, matrix multiplication and cat operations are used when implementing equation 6 in your code, and when executing slightly larger datasets such as PUBMED, AMAC, Corafull, etc., the error of out of memory is prompted, is it possible to improve the implementation method to accommodate large datasets？
how to plot fig2
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