24 citations · 24 across the 2 of their papers we have counts for
2 papers
cs.CE2026
Geometry-aware neural causal discovery for large-scale spatiotemporal systems
Haoyang Yan, Kaiqi Zhao, Weiping Wang +2
Causal discovery at large spatiotemporal scale is difficult: variables are physically embedded, candidate interactions grow quadratically with system size, and causal structure cha…
cs.AI2021★ 24 cited
Learning dynamic and hierarchical traffic spatiotemporal features with Transformer
Haoyang Yan, Xiaolei Ma
Traffic forecasting is an indispensable part of Intelligent transportation systems (ITS), and long-term network-wide accurate traffic speed forecasting is one of the most challengi…