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Zherui Huang

2 accepted papers

2026

GeoFlow: Geo-Aware Modeling of Inter-Area Relationships in OD Flow Prediction and Generation

ICML 2026poster

Origin–destination (OD) flow modeling underpins urban planning and mobility analysis, but prevailing graph-based methods often neglect salient geographic attributes, limiting their ability to model long-range and multi-area dependencies. In this paper, we introduce GeoFlow, a novel framework that (i…

Cited by 0SourceScholar
2025

Safety-Critical Traffic Simulation with Adversarial Transfer of Driving Intentions

ICRA 2025

Traffic simulation, complementing real-world data with a long-tail distribution, allows for effective evaluation and enhancement of the ability of autonomous vehicles to handle accident-prone scenarios. Simulating such safety-critical scenarios is nontrivial, however, from log data that are typicall

Cited by 2SourceScholar