2 papers
cs.LG2025
Graph Generation with Spectral Geodesic Flow Matching
Xikun Huang, Tianyu Ruan, Chihao Zhang +1
Graph generation is a fundamental task with wide applications in modeling complex systems. Although existing methods align the spectrum or degree profile of the target graph, they…
cs.AI2024
Link-aware link prediction over temporal graph by pattern recognition
Bingqing Liu, Xikun Huang
A temporal graph can be considered as a stream of links, each of which represents an interaction between two nodes at a certain time. On temporal graphs, link prediction is a commo…