Chengbin HOU

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icon company University of Birmingham; SUSTech icon location Birmingham; Shenzhen icon location Research interests: Large Language Models, Graph Neural Networks, Machine Learning, and related AI techniques to real-world problems.

Results 5 comments of Chengbin HOU

More datasets

> Could your provide more datasets that you used in your paper like Hep-th, Autonomous Systems? You may find more datasets here https://github.com/houchengbin/DynWalks if needed. We also provided .py files...

parameter searching

Hi. You may write a .sh file to conduct the grid search. An example of that could be https://github.com/houchengbin/GloDyNE/blob/master/bash/NE_AS733.sh And to run the .sh file, please follow https://github.com/houchengbin/GloDyNE#advanced-for-batch-testing What you...

Edgelist

There might be two possible solutions: 1) You could convert edge list to adjacency list using networkx API (I recommend this one). 2) If you still want to load your...

Edgelist

Please see my attempt below: 1) Put the above edgelist in a file under 'data' folder, namely 'graph.txt'; 2) Generate a file for attributes under 'data' folder, namely 'attr.txt'; ```...

Labels generation

The way to generate datasets have been presented in https://github.com/houchengbin/GloDyNE/tree/master/data as well as in the Section 5.1.1 of our paper. Please let us know if you have further questions.