3 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 1 cited
Learning From Graph-Structured Data: Addressing Design Issues and Exploring Practical Applications in Graph Representation Learning
Chenqing Hua
Graphs serve as fundamental descriptors for systems composed of interacting elements, capturing a wide array of data types, from molecular interactions to social networks and knowl…
cs.LG2024★ 3 cited
The Heterophilic Graph Learning Handbook: Benchmarks, Models, Theoretical Analysis, Applications and Challenges
Sitao Luan, Chenqing Hua, Qincheng Lu +11
Homophily principle, \ie{} nodes with the same labels or similar attributes are more likely to be connected, has been commonly believed to be the main reason for the superiority of…
q-bio.BM2024★ 1 cited
Effective Protein-Protein Interaction Exploration with PPIretrieval
Chenqing Hua, Connor Coley, Guy Wolf +2
Protein-protein interactions (PPIs) are crucial in regulating numerous cellular functions, including signal transduction, transportation, and immune defense. As the accuracy of mul…