2 papers
cs.DC2026
CaPGNN: Optimizing Parallel Graph Neural Network Training with Joint Caching and Resource-Aware Graph Partitioning
Xianfeng Song, Yi Zou, Zheng Shi
Graph-structured data is ubiquitous in the real world, and Graph Neural Networks (GNNs) have become increasingly popular in various fields due to their ability to process such irre…
cs.CV2025
GIMS: Image Matching System Based on Adaptive Graph Construction and Graph Neural Network
Xianfeng Song, Yi Zou, Zheng Shi +1
Feature-based image matching has extensive applications in computer vision. Keypoints detected in images can be naturally represented as graph structures, and Graph Neural Networks…