3 papers
cs.AI2026
Logic Programming on Knowledge Graph Networks And its Application in Medical Domain
Chuanqing Wang, Zhenmin Zhao, Shanshan Du +3
The rash development of knowledge graph research has brought big driving force to its application in many areas, including the medicine and healthcare domain. However, we have foun…
cs.LG2026
Dynamic Graph Structure Learning via Resistance Curvature Flow
Chaoqun Fei, Huanjiang Liu, Tinglve Zhou +2
Geometric Representation Learning (GRL) aims to approximate the non-Euclidean topology of high-dimensional data through discrete graph structures, grounded in the manifold hypothes…
cs.LG2025
Efficient Curvature-aware Graph Network
Chaoqun Fei, Tinglve Zhou, Tianyong Hao +1
Graph curvature provides geometric priors for Graph Neural Networks (GNNs), enhancing their ability to model complex graph structures, particularly in terms of structural awareness…