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

21 citations · 21 across the 8 of their papers we have counts for

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cs.AI2024

Uncertainty-aware Human Mobility Modeling and Anomaly Detection

Haomin Wen, Shurui Cao, Zeeshan Rasheed +2

Given the temporal GPS coordinates from a large set of human agents, how can we model their mobility behavior toward effective anomaly (e.g. bad-actor or malicious behavior) detect…

cs.AI2024

Geo-Llama: Leveraging LLMs for Human Mobility Trajectory Generation with Spatiotemporal Constraints

Siyu Li, Toan Tran, Haowen Lin +5

Generating realistic human mobility data is essential for various application domains, including transportation, urban planning, and epidemic control, as real data is often inacces…