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07/20/2023
Sensing User's Activity, Channel, and Location with Near-Field Extra-Large-Scale MIMO
This paper proposes a grant-free massive access scheme based on the mill...
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07/04/2023
Beyond Conservatism: Diffusion Policies in Offline Multi-agent Reinforcement Learning
We present a novel Diffusion Offline Multi-agent Model (DOM2) for offlin...
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12/10/2022
Time Series Analysis in American Stock Market Recovering in Post COVID-19 Pandemic Period
Every financial crisis has caused a dual shock to the global economy. Th...
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04/19/2022
Network Topology Optimization via Deep Reinforcement Learning
Topology impacts important network performance metrics, including link u...
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08/20/2020
Assessing the Quality-of-Experience of Adaptive Bitrate Video Streaming
The diversity of video delivery pipeline poses a grand challenge to the ...
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12/15/2019
Characterizing Generalized Rate-Distortion Performance of Video Coding: An Eigen Analysis Approach
Rate-distortion (RD) theory is at the heart of lossy data compression. H...
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12/15/2019
Characterizing Generalized Rate-Distortion Performance of Videos
Rate-distortion (RD) analysis is at the heart of lossy data compression....
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11/18/2019