213 citations · 218 across the 4 of their papers we have counts for
4 papers
Impact of Data Compression on Downstream AI Tasks: A Study using Teleoperated Driving over 5G
Qixin Zhang, Steven Sleder, Xinyue Hu +3
Teleoperation, such as remote driving, is considered as a key use case of 5G and Next-Generation (NextG) networks. In this context, robots, autonomous vehicles, or other autonomous…
Multipath Adaptive Video Streaming with Multiple Description Neural Video Codec over 5G Networks
Xinyue Hu, Ziyan Wu, Jiaxiang Tang +5
5G networks employ multiple radio channels to meet growing demands for bandwidth and high-resolution video streaming for emerging applications. However, existing multipath video sy…
Robust Multiple Description Neural Video Codec with Masked Transformer for Dynamic and Noisy Networks
Xinyue Hu, Wei Ye, Jiaxiang Tang +2
Multiple Description Coding (MDC) is a promising error-resilient source coding method that is particularly suitable for dynamic networks with multiple (yet noisy and unreliable) pa…
Physics-Guided Deep Neural Networks for Power Flow Analysis
Xinyue Hu, Haoji Hu, Saurabh Verma +1
Solving power flow (PF) equations is the basis of power flow analysis, which is important in determining the best operation of existing systems, performing security analysis, etc.…