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Van-Dinh Nguyen

2 papers indexed

arxivcs.CVcs.LG2026-07-03

Seeing Through WiFi: Lightweight Human Pose Estimation with Dynamic Kernel Attention

Toan D. Gian, Van-Dinh Nguyen, Vo Phi Son, Nhan Thanh Nguyen, Dinh Thai Hoang, Diep N. Nguyen, et al.

WiFi-based human pose estimation (HPE) enables the detection and interpretation of human body positions and movements without the need for wearable devices while preserving individual privacy concerns. Implementing this solution requires enhancing model performance and maintainin…

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arxivcs.LG2026-06-30

Multi-Timescale Latent-Action DRL for Joint Optimization in Edge-Cloud Networks

Vo Phi Son, Van-Dinh Nguyen, Ngoc Hung Nguyen, Trinh Van Chien, Symeon Chatzinotas

Load imbalance across edge and cloud layers degrades latency performance in hierarchical edge-cloud computing (HECC) systems under dynamic task arrivals and heterogeneous resources, leading to severe queuing delays and inefficient resource utilization. To address this challenge,…

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