63 citations · 69 across the 3 of their papers we have counts for
3 papers
q-bio.NC2023★ 63 cited
Digital twin brain: a bridge between biological intelligence and artificial intelligence
Hui Xiong, Congying Chu, Lingzhong Fan +7
In recent years, advances in neuroscience and artificial intelligence have paved the way for unprecedented opportunities for understanding the complexity of the brain and its emula…
cs.LG2023★ 2 cited
HomoGCL: Rethinking Homophily in Graph Contrastive Learning
Wen-Zhi Li, Chang-Dong Wang, Hui Xiong +1
Contrastive learning (CL) has become the de-facto learning paradigm in self-supervised learning on graphs, which generally follows the "augmenting-contrasting" learning scheme. How…
cs.LG2023★ 4 cited
GraphSHA: Synthesizing Harder Samples for Class-Imbalanced Node Classification
Wen-Zhi Li, Chang-Dong Wang, Hui Xiong +1
Class imbalance is the phenomenon that some classes have much fewer instances than others, which is ubiquitous in real-world graph-structured scenarios. Recent studies find that of…