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DGraphXinye / DGraphFin_baseline

This is a repository contaning baseline code for DGraphFin Dataset
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Question for the information of the dataset #6

Open mgao97 opened 1 year ago

mgao97 commented 1 year ago

Thanks for offering a wonderful dataset!

I have two questions need to be solved.

Thanks!

riow1983 commented 1 year ago

Hi. I have the same question. When you see https://github.com/storyandwine/GEARSage-DGraphFin, you can see an edge timestamp is utilized. But it seems like they haven't published the paper yet... Another GAD model that uses DGraphFin is BIAN (https://arxiv.org/pdf/2211.06315.pdf) which will be the top ranker of the leaderboard. However, they haven't published the code base yet. Hope @DGraphXinye will answer soon.

riow1983 commented 1 year ago

4.2. Experiment Setup We compared our proposed model with 4 classes of SOTA models on DGraph. Baseline-Methods include MLP [24], GCN [8], GraphSage [9], GraphSage-NeighSampler [9], GAT-NeighSampler [10], GATv2-NeighSampler [26], SIGN [27]. Baseline models are mainly models that utilize nodes intrinsic features and its neighbors only.

https://arxiv.org/pdf/2211.06315.pdf This means that baseline models use node features only and does not use the timestamp information that is one of the edge features.

mgao97 commented 1 year ago

Thanks for your sharing!

高敏 @.***

 

------------------ 原始邮件 ------------------ 发件人: "DGraphXinye/DGraphFin_baseline" @.>; 发送时间: 2023年4月5日(星期三) 下午5:13 @.>; @.**@.>; 主题: Re: [DGraphXinye/DGraphFin_baseline] Question for the information of the dataset (Issue #6)

Hi. I have the same question. When you see https://github.com/storyandwine/GEARSage-DGraphFin, you can see an edge timestamp is utilized. But it seems like they haven't published the paper yet... Another GAD model that uses DGraphFin is BIAN (https://arxiv.org/pdf/2211.06315.pdf) which will be the top ranker of the leaderboard. However, they haven't published the code base yet. Hope @DGraphXinye will answer soon.

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