Renchi Yang

2 accepted papers

2025

GraSP: Simple Yet Effective Graph Similarity Predictions

AAAI 2025technical

Graph similarity computation (GSC) is to calculate the similarity between one pair of graphs, which is a fundamental problem with fruitful applications in the graph community. In GSC, graph edit distance (GED) and maximum common subgraph (MCS) are the two most adopted similarity metrics, both of whi…

Cited by 1 Source ↗PDF ↗code ↗Scholar ↗

2023

SlotGAT: Slot-based Message Passing for Heterogeneous Graphs

Ziang Zhou, Jieming Shi, Renchi Yang, Yuanhang Zou, Qing Li

ICML 2023poster

Heterogeneous graphs are ubiquitous to model complex data. There are urgent needs on powerful heterogeneous graph neural networks to effectively support important applications. We identify a potential semantic mixing issue in existing message passing processes, where the representations of the neigh…

Cited by 12 Source ↗PDF ↗code ↗Scholar ↗