Search Results for author: Yuang Chen

Found 7 papers, 3 papers with code

Statistical QoS Provision in Business-Centric Networks

no code implementations28 Aug 2024 Chang Wu, Yuang Chen, Hancheng Lu

More refined resource management and Quality of Service (QoS) provisioning is a critical goal of wireless communication technologies.

Joint Beamforming and Power Control for D2D-Assisted Integrated Sensing and Communication Networks

no code implementations19 Aug 2024 Zhenyu Xue, Yuang Chen, Hancheng Lu, Baolin Chong, Wanqing Long

To achieve the optimal communication performance in the D2D-assisted ISAC system, a joint beamforming and power control problem is formulated with the goal to maximize the sum rate of the system while guaranteeing the performance requirements of radar sensing.

Optimised Grouped-Query Attention Mechanism for Transformers

no code implementations21 Jun 2024 Yuang Chen, Cheng Zhang, Xitong Gao, Robert D. Mullins, George A. Constantinides, Yiren Zhao

In this work, we propose AsymGQA, an activation-informed approach to asymmetrically grouping an MHA to a GQA for better model performance.

MMLU

Towards Decentralized Task Offloading and Resource Allocation in User-Centric Mobile Edge Computing

1 code implementation3 Dec 2023 Langtian Qin, Hancheng Lu, Yuang Chen, Baolin Chong, Feng Wu

In the traditional cellular-based mobile edge computing (MEC), users at the edge of the cell are prone to suffer severe inter-cell interference and signal attenuation, leading to low throughput even transmission interruptions.

Edge-computing

Energy-Efficient Blockchain-enabled User-Centric Mobile Edge Computing

1 code implementation21 Feb 2023 Langtian Qin, Hancheng Lu, Yuang Chen, Zhuojia Gu, Dan Zhao, Feng Wu

To achieve efficient and reliable resource utilization with user-centric services, we propose an energy efficient blockchain-enabled UC-MEC system where blockchain operations and resource optimization are jointly performed.

Edge-computing

Statistical QoS Provisioning Analysis and Performance Optimization in xURLLC-enabled Massive MU-MIMO Networks: A Stochastic Network Calculus Perspective

no code implementations20 Feb 2023 Yuang Chen, Hancheng Lu, Langtian Qin, Chenwu Zhang, Chang Wen Chen

In this paper, fundamentals and performance tradeoffs of the neXt-generation ultra-reliable and low-latency communication (xURLLC) are investigated from the perspective of stochastic network calculus (SNC).

Novel Concepts

A-ESRGAN: Training Real-World Blind Super-Resolution with Attention U-Net Discriminators

1 code implementation19 Dec 2021 Zihao Wei, Yidong Huang, Yuang Chen, Chenhao Zheng, Jinnan Gao

In this paper, we present A-ESRGAN, a GAN model for blind SR tasks featuring an attention U-Net based, multi-scale discriminator that can be seamlessly integrated with other generators.

Blind Super-Resolution Generative Adversarial Network +1

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