4 papers
In-Network Artificial Computing Enhanced Light Model-Switching for Emergency Communications Networks
Yuehan Li, Zhiyuan Ren, Tao Zhang +1
Emergency communications networks require in-network intelligence for timely traffic handling under dynamic demands and runtime constraints. In these environments, packets may need…
Utility-Aware Progressive Inference over UDP Packet Blocks for Emergency Communications
Jiayue Wang, Zhiyuan Ren, Tao Zhang +1
Emergency communications increasingly rely on remote visual inference for timely hazard detection under stringent bandwidth and latency constraints. However, conventional UDP-based…
Statistical-Geometric Degeneracy in UAV Search: A Physics-Aware Asymmetric Filtering Approach
Zhiyuan Ren, Yudong Fang, Tao Zhang +2
Post-disaster survivor localization using Unmanned Aerial Vehicles (UAVs) faces a fundamental physical challenge: the prevalence of Non-Line-of-Sight (NLOS) propagation in collapse…
Decoupling Correctness from Policy: A Deterministic Causal Structure for Multi-Agent Systems
Zhiyuan Ren, Tao Zhang, Wenchi Chen
In distributed multi-agent systems, correctness is often entangled with operational policies such as scheduling, batching, or routing, which makes systems brittle since performance…