2 papers
stat.ME2025
Common-Individual Embedding for Dynamic Networks with Temporal Group Structure
Hairi Bai, Xinyan Fan, Kuangnan Fang +1
We propose STANE (Shared and Time-specific Adaptive Network Embedding), a new joint embedding framework for dynamic networks that captures both stable global structures and localiz…
stat.ME2025
Network Model Averaging Prediction for Latent Space Models by K-Fold Edge Cross-Validation
Yan Zhang, Jun Liao, Xinyan Fan +2
In complex systems, networks represent connectivity relationships between nodes through edges. Latent space models are crucial in analyzing network data for tasks like community de…