3 papers
cs.AI2026
LACO: Adaptive Latent Communication for Collaborative Driving
Tianhao Chen, Yuheng Wu, Dongman Lee
Collaborative driving aims to improve safety and efficiency by enabling connected vehicles to coordinate under partial observability. Recent approaches have evolved from sharing vi…
cs.MM2025
How2Compress: Scalable and Efficient Edge Video Analytics via Adaptive Granular Video Compression
Yuheng Wu, Thanh-Tung Nguyen, Lucas Liebe +4
With the rapid proliferation of the Internet of Things, video analytics has become a cornerstone application in wireless multimedia sensor networks. To support such applications un…
cs.DC2025
OCTOPINF: Workload-Aware Inference Serving for Edge Video Analytics
Thanh-Tung Nguyen, Lucas Liebe, Nhat-Quang Tau +3
Edge Video Analytics (EVA) has gained significant attention as a major application of pervasive computing, enabling real-time visual processing. EVA pipelines, composed of deep neu…