no code implementations • 22 Apr 2025 • Zhiyuan Zheng, Jianpeng Qi, Jiantao Li, Guoqing Chao, Junyu Dong, Yanwei Yu
Understanding the dynamic transition of motifs in temporal graphs is essential for revealing how graph structures evolve over time, identifying critical patterns, and predicting future behaviors, yet existing methods often focus on predefined motifs, limiting their ability to comprehensively capture transitions and interrelationships.
no code implementations • 25 Feb 2025 • Liang Xu, Pengwu Song, Shilu Zhu, Yang Zhang, Ru Zhang, Zhiyuan Zheng, Qingdong Zhang, Jie Gao, Chen Han, Mingzhai Sun, Peng Yao, Min Ye, Ronald X. Xu
To address this issue, a Vessel Connectivity Network (VC-Net) was developed for label-free assessment of vascular connectivity.