Hongyi Zhang

According to our database, Hongyi Zhang authored at least 15 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Enabling efficient and low-effort decentralized federated learning with the EdgeFL framework.

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson

Inf. Softw. Technol., 2025

2024

EdgeFL: A Lightweight Decentralized Federated Learning Framework.

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson

Proceedings of the 48th IEEE Annual Computers, Software, and Applications Conference, 2024

2023

Deep Reinforcement Learning for Multiple Agents in a Decentralized Architecture: A Case Study in the Telecommunication Domain.

Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Anders Aronsson, Jan Bosch, Helena Holmström Olsson

Proceedings of the 20th International Conference on Software Architecture, 2023

QuaFedAsync: Quality-based Asynchronous Federated Learning for the Embedded Systems.

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson

Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023

Multi-Agent Reinforcement Learning in Dynamic Industrial Context.

Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Anders Aronsson, Jan Bosch, Helena Holmström Olsson

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

2022

5G Network on Wings: A Deep Reinforcement Learning Approach to UAV-based Integrated Access and Backhaul.

Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson

CoRR, 2022

Deep Reinforcement Learning in a Dynamic Environment: A Case Study in the Telecommunication Industry.

Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson

Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications, 2022

Autonomous Navigation and Configuration of Integrated Access Backhauling for UAV Base Station Using Reinforcement Learning.

Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson

Proceedings of the 2022 IEEE Future Networks World Forum, 2022

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, 2021

Towards Federated Learning: A Case Study in the Telecommunication Domain.

Hongyi Zhang, Anas Dakkak, David Issa Mattos, Jan Bosch, Helena Holmström Olsson

Proceedings of the Software Business - 12th International Conference, 2021

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

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson, Ashok Chaitanya Koppisetty

Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021

Real-time End-to-End Federated Learning: An Automotive Case Study.

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

Towards Continuous Data Collection from In-service Products: Exploring the Relation Between Data Dimensions and Collection Challenges.

Anas Dakkak, Hongyi Zhang, David Issa Mattos, Jan Bosch, Helena Holmström Olsson

Proceedings of the 28th Asia-Pacific Software Engineering Conference, 2021

2020

Engineering Federated Learning Systems: A Literature Review.

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson

Proceedings of the Software Business - 11th International Conference, 2020

Federated Learning Systems: Architecture Alternatives.

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson

Proceedings of the 27th Asia-Pacific Software Engineering Conference, 2020