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yifanfeng97 avatar yifanfeng97 commented on June 12, 2024

整图分类的难点是:把一个batch的图或超图进行打包,比如特征X和A矩阵进行拼接,然后就可以加速训练。现阶段来说可以参考这个代码 https://github.com/weihua916/powerful-gnns/blob/master/models/graphcnn.py#L111 。当然我们也在尽快集成图/超图整图分类的相关函数接口,预计在下个版本上线哦

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Li025 avatar Li025 commented on June 12, 2024

正如作者所说,确实在超图打包遇到了困难,感谢大佬提供的解决方案,方便问一下新版本什么时候会上线吗?我想及时关注一下。顺便想提一个建议:能否在整图分类中统计节点在分类中的贡献度,例如通过反向传播的过程中计算节点的权重,以此作节点贡献度排序。

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yifanfeng97 avatar yifanfeng97 commented on June 12, 2024

下个版本预计4月份上线。
反向可视化确实是一个很好的小工具,能提供很强的解释性。俺尽力实现一下,尽量在下个版本加进来^_^

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sakahah avatar sakahah commented on June 12, 2024

作者您好,我最近也在做超图的整图分类任务,但好像没有看到你们实现节点到整图的消息传递的功能。目前在整图分类任务上也遇到了一些困难 T^T,请问一下下个版本什么时候能够上线呢 ?

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