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stg4traffic's Introduction

About Me

👋 Hi, I'm Xunlian Luo. A deep learning research enthusiast.

👀 My research interests include Spatial-Temporal Data Mining and Graph Representation Learning. I also have a passion for exploring new AI technologies and practicing open-source projects.

📫 How to reach me? You can communicate and cooperate with me via email [email protected].

Publications

[1] Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction. (ECAI 2023, Rank CCF-B) Link Code

[2] STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction. Link Code

Recent News

2024-06-19: Obtained a master's degree from the School of Computer Science and Technology, Soochow University (Su Zhou, China).

2024-05-03: Served as a reviewer for the Journal of Expert Systems With Applications.

2024-03-25: Completed a master's thesis titled Research on Urban Traffic Prediction based on Spatial-Temporal Graph Neural Networks: Method and Benchmark (public half a year later).

stg4traffic's People

Contributors

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stg4traffic's Issues

How to run this project in debug model

Dear author :
I was running 'STGCN_Main.py' with debug model by vscode, and I found a issue 'No module named 'lib'', whether this project running with interminal model only?

ASTGCN

不对啊,那你这个模型的复线其实也没有考虑到历史上一周的数据,仅用当前过去的P个时刻预测未来Q个时刻是吧,没用对天和周的维度进行融合

How to running this project with debug mode

Dear author :
I was running 'STGCN_Main.py' with debug mode by vscode, and I found a issue 'No module named 'lib'', whether this project running with interminal mode only?

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