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CASTANET: Causality-Aware Spatio-Temporal Adversarial Network Using Traffic Inci

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1 SIGNALFIRST DETECTED 31 August 2026
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20 Oct
$M^2Net$: Unifying Scale-Specific Structures and Prototype Decomposition for Spatial-Temporal Forecasting

arXiv:2610.24516v1 Announce Type: new Abstract: Spatial-temporal forecasting is pivotal for intelligent urban management yet remains challenging due to the intricate coupling of

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14 Jul
A Dynamic Scene Interaction Reasoning Framework for Scene-level Lane-Change Intention and Trajectory Prediction of Multiple Interacting Vehicles

arXiv:2607.09740v1 Announce Type: new Abstract: Safe motion planning in advanced driver-assistance systems and autonomous vehicles requires an accurate understanding of how the

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20 Mar
Enactor: From Traffic Simulators to Surrogate World Models

arXiv:2603.18266v1 Announce Type: cross Abstract: Traffic microsimulators are widely used to evaluate road network performance under various ``what-if" conditions. However, the

REPORT · WHAT · ArXiv CS.AIOPEN STORY
23 Jul
MambaLSTM: A Spatio-Temporal Framework for Enhanced Traffic Accident Risk Prediction

arXiv:2607.18353v1 Announce Type: cross Abstract: In traffic accident risk prediction, most studies overlook the extra noise that could be incorporated when fusing temporal

REPORT · WHEN · ArXiv CS.AIOPEN STORY
30 Sept
AdaST: Adaptive Coupling for Spatial-Temporal Forecasting

arXiv:2609.36119v1 Announce Type: new Abstract: Spatial-temporal (ST) forecasting underpins many real-world systems such as traffic, climate, and energy networks. While existing

REPORT · WHAT · ArXiv CS.AIOPEN STORY
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