Hongyi Zhang

18 papers B 7C 2Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enabling efficient and low-effort decentralized federated learning with the EdgeFL framework.
Inf. Softw. Technol.
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
2024 B conf
EdgeFL: A Lightweight Decentralized Federated Learning Framework.
COMPSAC
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
2023 — conf
Deep Reinforcement Learning for Multiple Agents in a Decentralized Architecture: A Case Study in the Telecommunication Domain.
ICSA-C
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
2023 J jnl
EdgeFL: A Lightweight Decentralized Federated Learning Framework.
CoRR
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
2023 B conf
Multi-Agent Reinforcement Learning in Dynamic Industrial Context.
COMPSAC
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
2023 B conf
QuaFedAsync: Quality-based Asynchronous Federated Learning for the Embedded Systems.
SEAA
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
2022 J jnl
5G Network on Wings: A Deep Reinforcement Learning Approach to UAV-based Integrated Access and Backhaul.
CoRR
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
2022 — conf
Autonomous Navigation and Configuration of Integrated Access Backhauling for UAV Base Station Using Reinforcement Learning.
FNWF
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
2022 B conf
Deep Reinforcement Learning in a Dynamic Environment: A Case Study in the Telecommunication Industry.
SEAA
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
2021 B conf
AF-DNDF: Asynchronous Federated Learning of Deep Neural Decision Forests.
SEAA
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson, Ashok Chaitanya Koppisetty
2021 J jnl
Autonomous Navigation and Configuration of Integrated Access Backhauling for UAV Base Station Using Reinforcement Learning.
CoRR
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
2021 B conf
End-to-End Federated Learning for Autonomous Driving Vehicles.
IJCNN
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
2021 B conf
Real-time End-to-End Federated Learning: An Automotive Case Study.
COMPSAC
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
2021 J jnl
Real-time End-to-End Federated Learning: An Automotive Case Study.
CoRR
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
2021 C conf
Towards Continuous Data Collection from In-service Products: Exploring the Relation Between Data Dimensions and Collection Challenges.
APSEC
Anas Dakkak, Hongyi Zhang, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2021 — conf
Towards Federated Learning: A Case Study in the Telecommunication Domain.
ICSOB
Hongyi Zhang, Anas Dakkak, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
2020 — conf
Engineering Federated Learning Systems: A Literature Review.
ICSOB
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
2020 C conf
Federated Learning Systems: Architecture Alternatives.
APSEC
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson