14 citations · 15 across the 2 of their papers we have counts for
2 papers
cs.SI2024★ 14 cited
Pre-Training and Prompting for Few-Shot Node Classification on Text-Attributed Graphs
Huanjing Zhao, Beining Yang, Yukuo Cen +6
The text-attributed graph (TAG) is one kind of important real-world graph-structured data with each node associated with raw texts. For TAGs, traditional few-shot node classificati…
cs.LG2024★ 1 cited
Why are hyperbolic neural networks effective? A study on hierarchical representation capability
Shicheng Tan, Huanjing Zhao, Shu Zhao +1
Hyperbolic Neural Networks (HNNs), operating in hyperbolic space, have been widely applied in recent years, motivated by the existence of an optimal embedding in hyperbolic space t…