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hia-gat: A Heterogeneous Interaction-Aware Graph Attention Network For Frame-Lev

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2 SIGNALSFIRST DETECTED 29 June 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

REPORT · WHERE · ArXiv CS.AIOPEN STORY
31 Aug
CASTANET: Causality-Aware Spatio-Temporal Adversarial Network Using Traffic Incident Effects

arXiv:2608.27942v1 Announce Type: new Abstract: Predicting non-periodic traffic congestion caused by sudden incidents (e.g., accidents and road damage) is crucial for advanced

REPORT · HOW · ArXiv CS.AIOPEN STORY
4 Aug
HetGPS: Scalable Graph Multi-Agent Reinforcement Learning with Physics-Anchored Adaptive Safety for EV Charging

arXiv:2608.00679v1 Announce Type: new Abstract: Safety interventions for large populations of network-coupled agents must protect shared constraints without unnecessarily

REPORT · WHAT · ArXiv CS.AIOPEN STORY
8 Apr
EAGLE: Edge-Aware Graph Learning for Proactive Delivery Delay Prediction in Smart Logistics Networks

arXiv:2604.05254v1 Announce Type: new Abstract: Modern logistics networks generate rich operational data streams at every warehouse node and transportation lane -- from order

REPORT · WHAT · ArXiv CS.AIOPEN STORY
14 Apr
MAVEN-T: Multi-Agent enVironment-aware Enhanced Neural Trajectory predictor with Reinforcement Learning

arXiv:2604.10169v1 Announce Type: new Abstract: Trajectory prediction remains a critical yet challenging component in autonomous driving systems, requiring sophisticated reasoning

REPORT · WHAT · ArXiv CS.AIOPEN STORY
20 Mar
Bridging Network Fragmentation: A Semantic-Augmented DRL Framework for UAV-aided VANETs

arXiv:2603.18871v1 Announce Type: new Abstract: Vehicular Ad-hoc Networks (VANETs) are the digital cornerstone of autonomous driving, yet they suffer from severe network

REPORT · WHAT · ArXiv CS.AIOPEN STORY
12 May
Value-Decomposed Reinforcement Learning Framework for Taxiway Routing with Hierarchical Conflict-Aware Observations

arXiv:2605.08754v1 Announce Type: new Abstract: Taxiway routing and on-surface conflict avoidance are coupled safety-critical decision problems in airport surface operations.

REPORT · WHAT · ArXiv CS.AIOPEN STORY
17 Jun
Learn to Quantify Social Interaction with Constraints for Pedestrian Walking

arXiv:2606.17897v1 Announce Type: new Abstract: Long-term human path forecasting in crowds is critical for autonomous moving platforms (like autonomous driving cars and social

REPORT · HOW · ArXiv CS.AIOPEN STORY
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