Author

Liangyuan Zhao

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2026

Leveraging Lyapunov-Guided Contextual Bandits for Scalable Distributed Vehicular Access in Satellite–Terrestrial Integrated Networks

The integration of Low Earth Orbit (LEO) satellite with terrestrial Road Side Units (RSUs) offers a promising architecture for 6G-enabled Intelligent Transportation Systems by combining wide-area coverage with low-latency access for Connected Autonomous Vehicles. However, realizing efficient multi-vehicle cooperative a...

Zhan-Xi Ma, Jian-Zhe Xue, Zi-Da Zhang et al. · IEEE Transactions on Communi... · 0 citations

#artificial intelligence Open access Sep 2026

ResLearn-XR: Residual Learning for Network Traffic and Quality-of-Experience-Aware Modeling in Extended Reality

This work introduces a Data Descriptor Algorithm (DDA), a causal feature-construction module that converts packet-level application-layer observables into frame-timing-aware descriptors suitable for encrypted traffic analysis, and constructs an XR Traffic-QoE dataset that pairs continuous XR traffic traces with session...

Yoga Suhas Kuruba Manjunath, Jie Gao, Liang-Yuan Zhao · IEEE Transactions on Cogniti... · 0 citations

#edge computing Sep 2026

DDPG-Attention-Based Resource Allocation and Trajectory Optimization in Hierarchical MEC

Multi-access Edge Computing (MEC) can effectively process Internet of Things (IoT) data by transferring computing intensive tasks to edge servers, and has become an effective mechanism to meet the growing demand for computing. The flexible Uncrewed Aerial Vehicle (UAV) and High-Altitude Platform (HAP) with powerful res...

Ying Chen, Zhihao Hu, Zhuoyue Chen et al. · IEEE Transactions on Mobile... · 1 citation