Search Results for author: Jiayi He

Found 5 papers, 0 papers with code

On-demand Quantization for Green Federated Generative Diffusion in Mobile Edge Networks

no code implementations7 Mar 2024 Bingkun Lai, Jiayi He, Jiawen Kang, Gaolei Li, Minrui Xu, Tao Zhang, Shengli Xie

Federated learning is a promising technique for effectively training GAI models in mobile edge networks due to its data distribution.

Federated Learning Quantization

Adversarial Attacks and Defenses for Semantic Communication in Vehicular Metaverses

no code implementations6 Jun 2023 Jiawen Kang, Jiayi He, Hongyang Du, Zehui Xiong, Zhaohui Yang, Xumin Huang, Shengli Xie

In this article, we propose a hierarchical SemCom-enabled vehicular metaverses framework consisting of the global metaverse, local metaverses, SemCom module, and resource pool.

Resilient Path Planning of UAVs against Covert Attacks on UWB Sensors

no code implementations23 Feb 2021 Jiayi He, Xin Gong, Yukang Cui, TingWen Huang

The UAV is equipped with two sensors, a GPS sensor, which is vulnerable to the spoofing attacker, and a well-functioning Ultra-Wideband (UWB) sensor, which is possible to be fooled.

Robotics

Long Short-Term Memory Neuron Equalizer

no code implementations27 Oct 2020 ZiHao Wang, Zhifei Xu, Jiayi He, Chulsoon Hwang, Jun Fan, Hervé Delingette

In this work we propose a neuromorphic hardware based signal equalizer by based on the deep learning implementation.

Machine Learning for high speed channel optimization

no code implementations1 Nov 2019 Jiayi He, Aravind Sampath Kumar, Arun Chada, Bhyrav Mutnury, James Drewniak

Design of printed circuit board (PCB) stack-up requires the consideration of characteristic impedance, insertion loss and crosstalk.

Bayesian Optimization BIG-bench Machine Learning +1

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