Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space

R Li, H Wang, J Piao, Q Liao, Y Li - … of the 30th ACM SIGKDD Conference …, 2024 - dl.acm.org
Learning complex network dynamics is fundamental for understanding, modeling, and
controlling real-world complex systems. Though great efforts have been made to predict the …

Controllable Human Trajectory Generation Using Profile-Guided Latent Diffusion

Y Song, J Ding, J Yuan, Q Liao, Y Li - ACM Transactions on Knowledge … - dl.acm.org
Trajectory generation is a vital element in AI applications. Firstly, it enables simulation such
as traffic simulation and epidemic spreading modeling. Secondly, it can provide synthetic …