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Xiaoheng Deng

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Sep 2026

DeepJSCC for video semantic communication with general semantic preservation.

Video-based intelligent applications such as autonomous driving, video understanding, and telemedicine rely heavily on the availability of robust and transferable semantic representations. In practical systems, however, video signals transmitted over wireless links are often exposed to severe and unpredictable distorti...

Jun-Ting Li, Xuechen Chen, Xiao-Heng Deng · 0 citations
2026

Computation-Aware Adaptive and Scalable Deep Joint Source-Channel Coding for Heterogeneous Broadcast

In recent years, Deep Joint Source-Channel Coding (DeepJSCC) has shown significant advantages in wireless image transmission. However, in practical broadcast scenarios, receivers often exhibit substantial heterogeneity in computational capability, bandwidth, and reconstruction requirements, which poses major challenges...

Feng Wang, Xuechen Chen, Jia-Qi Liu et al. · 0 citations
#edge computing Sep 2026

Deep Reinforcement Learning-Based Task Scheduling With Queue Dynamics for Edge Computing Load Balance

As computing demands continue to grow, a single server is no longer sufficient to meet user requirements, leading to increasing interest in multiserver collaborative edge computing. However, load imbalance is a prevalent issue in multiserver edge computing systems, resulting in inefficient resource utilization and degr...

Jingzhe Wang, Si-yu Lin, Qingqing Pan et al. · 0 citations

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