@article{
liang2026topologyguided,
title={Topology-Guided Graph Pre-training and Prompt Learning on Directed Graphs},
author={Peiyu Liang and Chenguang Yang and Yixuan He and Rong Pan and Yuzhou Chen},
journal={Transactions on Machine Learning Research},
issn={2835-8856},
year={2026},
url={https://openreview.net/forum?id=kMIdkLTys8},
note={}
}