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Chung-Hsuan Hu

PhD student

Publications

2023

Chung-Hsuan Hu, Zheng Chen, Erik G Larsson (2023) DYNAMIC SCHEDULING FOR FEDERATED EDGE LEARNING WITH STREAMING DATA 2023 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING WORKSHOPS, ICASSPW, Article 6831 Continue to DOI
Chung-Hsuan Hu (2023) Communication-Efficient Resource Allocation for Wireless Federated Learning Systems
Chung-Hsuan Hu, Zheng Chen, Erik G Larsson (2023) Scheduling and Aggregation Design for Asynchronous Federated Learning Over Wireless Networks IEEE Journal on Selected Areas in Communications, Vol. 41, p. 874-886 Continue to DOI

2021

Zheng Chen, Chung-Hsuan Hu, Erik G. Larsson (2021) Anomaly-Aware Federated Learning with Heterogeneous Data 2021 IEEE International Conference on Autonomous Systems (ICAS), p. 1-5 Continue to DOI

2020

Chung-Hsuan Hu, Zheng Chen, Erik G. Larsson (2020) Device Scheduling and Update Aggregation Policies for Asynchronous Federated Learning 2021 IEEE 22nd International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), p. 281-285 Continue to DOI

Research

Wireless Network Design for Decentralized Machine Learning

Wireless Network Design for Decentralized Machine Learning

This project aims at establishing a general framework for the joint design of information processing and wireless resource allocation to achieve communication efficiency and reliability in decentralized Machine Learning systems.

Staff Communication Systems

Photo of Martin Andersson
Martin Andersson
PhD student
Photo of Jianan Bai
Jianan Bai
PhD student
Photo of Zheng Chen
Zheng Chen
Associate Professor
Photo of Martin Dahl
Martin Dahl
PhD student
Photo of Danyo Danev
Danyo Danev
Associate Professor, Docent
Photo of Upaangana Das
Upaangana Das
PhD student
Photo of Yuhang Deng
Yuhang Deng
PhD student
Photo of Adrian Edin
Adrian Edin
PhD student
Photo of Nishant Gupta
Nishant Gupta
Postdoc
Photo of Håkan Johansson
Håkan Johansson
Professor
Photo of Ahmet Kaplan
Ahmet Kaplan
PhD student
Photo of Dexin Kong
Dexin Kong
PhD student
Photo of Unnikrishnan Kunnath Ganesan
Unnikrishnan Kunnath Ganesan
PhD student
Photo of Erik G. Larsson
Erik G. Larsson
Professor, Head of Division
Photo of Jialing Liao
Jialing Liao
Postdoc
Photo of Oksana Moryakova
Oksana Moryakova
PhD student
Photo of Diana Pamela Moya Osorio
Diana Pamela Moya Osorio
Associate Professor
Photo of David Nordlund
David Nordlund
PhD student
Photo of Mikael Olofsson
Mikael Olofsson
Associate Professor
Photo of Ganesh Prasad
Ganesh Prasad
Postdoc
Photo of Daniel Pérez Herrera
Daniel Pérez Herrera
PhD student
Photo of Deijany Rodríguez Linares
Deijany Rodríguez Linares
PhD student
Photo of Zakir Hussain Shaik
Zakir Hussain Shaik
PhD student
Photo of Sai Subramanyam Thoota
Sai Subramanyam Thoota
Postdoc

About the division

Communication Systems (KS)

The division conducts research and education within the general area of digital and wireless communication systems.

About the department

ISY 50

Department of Electrical Engineering (ISY)

The department is central to the engineering education at the Institute of Technology, one of four faculties at Linköping University, and this regards both basic and applied knowledge.

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