2 papers
q-fin.ST2024
Robust Graph Neural Networks for Stability Analysis in Dynamic Networks
Xin Zhang, Zhen Xu, Yue Liu +3
In the current context of accelerated globalization and digitalization, the complexity and uncertainty of financial markets are increasing, and the identification and prevention of…
cs.LG2024
Self-Supervised Graph Neural Networks for Enhanced Feature Extraction in Heterogeneous Information Networks
Jianjun Wei, Yue Liu, Xin Huang +3
This paper explores the applications and challenges of graph neural networks (GNNs) in processing complex graph data brought about by the rapid development of the Internet. Given t…