Hongyi Zhang

Doctoral Student at Interaction Design and Software Engineering
Image of Hongyi Zhang

Showing 6 publications

2021

Real-time end-to-end federated learning: An automotive case study

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
Proceedings - 2021 IEEE 45th Annual Computers, Software, and Applications Conference, COMPSAC 2021, p. 459-468
Paper in proceeding
2021

Engineering Federated Learning Systems: A Literature Review

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
Lecture Notes in Business Information Processing. Vol. 407, p. 210-218
Paper in proceeding
2021

End-to-End Federated Learning for Autonomous Driving Vehicles

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
Proceedings of the International Joint Conference on Neural Networks. Vol. 2021-July
Paper in proceeding
2021

Towards Federated Learning: A Case Study in the Telecommunication Domain

Hongyi Zhang, Anas Dakkak, David Issa Mattos et al
Lecture Notes in Business Information Processing. Vol. 434 LNBIP, p. 238-253
Paper in proceeding
2021

AF-DNDF: Asynchronous Federated Learning of Deep Neural Decision Forests

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson et al
Proceedings - 2021 47th Euromicro Conference on Software Engineering and Advanced Applications, SEAA 2021, p. 308-315
Paper in proceeding
2020

Federated learning systems: Architecture alternatives

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
Proceedings - Asia-Pacific Software Engineering Conference, APSEC. Vol. 2020-December, p. 385-394
Paper in proceeding

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Showing 1 research projects

2019–2023

Software Engineering for AI/ML/DL

Ivica Crnkovic Software Engineering for People, Architecture, Requirements and Traceability
Helena Holmström Olsson Software Engineering (Chalmers)
Jan Bosch Software Engineering for Cyber Physical Systems
Hongyi Zhang Software Engineering for Cyber Physical Systems
Chalmers AI Research Centre (CHAIR)

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