Source code for "Directed Acyclic Graph Structure Learning from Dynamic Graphs"
pip install -r requirements.txt
GraphNOTEARS_syn_p_1 is the dir for the one time-lagged experiments, shown in Figure 4 and 5.
GraphNOTEARS_syn_p_2 is the dir for the two time-lagged experiments, shown in Figure 3.
python run.py
@inproceedings{
author = {Shaohua Fan, Shuyang Zhang, Xiao Wang, Chuan Shi},
title = {Directed Acyclic Graph Structure Learning from Dynamic Graphs},
booktitle = {AAAI},
year = {2023}
}