search

ZhiningLiu1998 / BAT

[ICML'24] BAT: 🚀 Boost Class-imbalanced Node Classification with <10 lines of Code | 从拓扑视角出发10行代码改善类别不平衡节点分类
MIT License
21 stars 1 forks source link

Inquiry about Experiment Results with BAT and Other IGL Baselines on Different GNN Backbones #1

Open codezZing opened 3 weeks ago

codezZing commented 3 weeks ago

Hi,

I have been exploring the repository and noticed that the provided files only include experimental results for BAT combined with various backbones. However, I am particularly interested in seeing the results of BAT in combination with other IGL baselines, specifically across different GNN backbones.

Could you please provide guidance on how I can access or replicate these additional experimental results, or if they are available in any other form?

Thanks in advance for your help!

ZhiningLiu1998 commented 1 week ago

Hi,

Thanks for your interest! I tested BAT mainly based on the codebase of GraphENS: https://github.com/JoonHyung-Park/GraphENS. Due to the coupled implementation design of many modules in there, the code looks very messy (with lots of if-else in the main function) if combined with baselines.

I don't have the bandwidth to refactor and clean the code for all the baselines, but I can provide you my working code scripts. Please send an email to liu326@illinois.edu, I will attach the code to my reply.

Thanks

codezZing commented 1 week ago

Thank you very much for your reply. Could you please send me a copy of the code as an attachment?  

周zZ @.***

 

------------------ 原始邮件 ------------------ 发件人: "Zhining @.>; 发送时间: 2024年11月22日(星期五) 中午11:29 收件人: @.>; 抄送: @.>; @.>; 主题: Re: [ZhiningLiu1998/BAT] Inquiry about Experiment Results with BAT and Other IGL Baselines on Different GNN Backbones (Issue #1)

Hi, 你好

Thanks for your interest! I tested BAT mainly based on the codebase of GraphENS: https://github.com/JoonHyung-Park/GraphENS. Due to the coupled implementation design of many modules in there, the code looks very messy (with lots of if-else in the main function) if combined with baselines. 感谢您的关注！我主要基于 GraphENS 的代码库测试 BAT：https://github.com/JoonHyung-Park/GraphENS。由于其中许多模块的耦合实现设计，如果与基线结合使用，代码看起来非常混乱（主函数中有很多 if-else）。

I don't have the bandwidth to refactor and clean the code for all the baselines, but I can provide you my working code scripts. Please send an email to @., I will attach the code to my reply. 我没有足够的带宽来重构和清理所有基线的代码，但我可以为您提供我的工作代码脚本。请发送电子邮件给 @.，我会在回复中附上代码。

Thanks 谢谢

— Reply to this email directly, view it on GitHub, or unsubscribe. 直接回复此电子邮件，在 GitHub 上查看，或取消订阅。 You are receiving this because you authored the thread. 您收到此消息是因为您编写了该线程。 Message ID: @.***>