1 code implementation • 25 Mar 2024 • Zonghan Zhang, Zijian Zhang, Zhiqian Chen
A surrogate function models uncertainty from the limited information.
1 code implementation • 7 Aug 2023 • Zijian Zhang, Zonghan Zhang, Zhiqian Chen
One of the primary obstacles to current research in this field is the absence of a comprehensive curated benchmark suite to study the flow behaviors under network scenarios.
no code implementations • 18 Jul 2022 • Zhiqian Chen, Zonghan Zhang
We quantify the information overlap between graph topology, node features, and labels in order to determine graph convolution's representation power in the node classification task.
1 code implementation • 16 Jul 2022 • Zonghan Zhang, Zhiqian Chen
Given its vast application on online social networks, Influence Maximization (IM) has garnered considerable attention over the last couple of decades.