Yuhang Luo

OSM+: Billion-Level Open Street Map Dataset for City-wide Experiments

Road network data provides rich information about cities, but processing a large volume of worldwide OpenStreetMap (OSM) data is computationally intensive, and the resulting graphs are often difficult to unify for benchmarking downstream tasks. Existing graph learning benchmarks fail to capture the …