most citedTrajGPT: Controlled Synthetic Trajectory Generation Using a Multitask Transformer-Based Spatiotemporal Model

21 citations · 21 across the 3 of their papers we have counts for

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cs.LG2025

NEXICA: Discovering Road Traffic Causality (Extended arXiv Version)

Siddharth Srikanth, John Krumm, Jonathan Qin

Road traffic congestion is a persistent problem. Focusing resources on the causes of congestion is a potentially efficient strategy for reducing slowdowns. We present NEXICA, an al…

cs.LG2024★ 21 cited

TrajGPT: Controlled Synthetic Trajectory Generation Using a Multitask Transformer-Based Spatiotemporal Model

Shang-Ling Hsu, Emmanuel Tung, John Krumm +2

Human mobility modeling from GPS-trajectories and synthetic trajectory generation are crucial for various applications, such as urban planning, disaster management and epidemiology…