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TraXion: Rethinking Pre-training Frameworks for Mobility and Beyond

TraXion introduces MESES axioms and a pre-training framework for multi-entity spatiotemporal event streams that beats mobility baselines and generalizes to security and health logs.

Shang-Ling Hsu, Mark Tenzer, Cyrus Shahabi, Khurram Shafique

Atlanta Poster Session 6, Fri, Dec 11, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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AI panel: 18 of 20 reviewers recommend it
lenient 5/5
medium 9/10
strict 4/5