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Jiaru Zhong

5 accepted papers

2026

Griffin: Aerial-Ground Cooperative Detection and Tracking Dataset and Benchmark

AAAI 2026technical

While cooperative perception can overcome the limitations of single-vehicle systems, the practical implementation of vehicle-to-vehicle and vehicle-to-infrastructure systems is often impeded by significant economic barriers. Aerial-ground cooperation (AGC), which pairs ground vehicles with drones, p

Cited by 0SourcePDFScholar
2026

Long-SCOPE: Fully Sparse Long-Range Cooperative 3D Perception

CVPR 2026

Cooperative 3D perception via Vehicle-to-Everything communication is a promising paradigm for enhancing autonomous driving, offering extended sensing horizons and occlusion resolution. However, the practical deployment of existing methods is hindered at long distances by two critical bottlenecks: th

Cited by 0SourceScholar
2025

CoopTrack: Exploring End-to-End Learning for Efficient Cooperative Sequential Perception

ICCV 2025poster

Cooperative perception aims to address the inherent limitations of single-vehicle autonomous driving systems through information exchange among multiple agents. Previous research has primarily focused on single-frame perception tasks. However, the more challenging cooperative sequential perception t…

2025

End-to-End Autonomous Driving Through V2X Cooperation

AAAI 2025technical

Cooperatively utilizing both ego-vehicle and infrastructure sensor data via V2X communication has emerged as a promising approach for advanced autonomous driving. However, current research mainly focuses on improving individual modules, rather than taking end-to-end learning to optimize final planni…