Qiang He

Qiang He

Swinburne University of Technology

H-index: 46

Oceania-Australia

About Qiang He

Qiang He, With an exceptional h-index of 46 and a recent h-index of 41 (since 2020), a distinguished researcher at Swinburne University of Technology, specializes in the field of Edge Computing, Software Engineering, Cloud Computing, Services Computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Distributed DNN Inference with Fine-grained Model Partitioning in Mobile Edge Computing Networks

Hierarchical Deep Reinforcement Learning for Joint Service Caching and Computation Offloading in Mobile Edge-Cloud Computing

B-Detection: Runtime Reliability Anomaly Detection for MEC Services With Boosting LSTM Autoencoder

Hastening stream offloading of inference via multi-exit DNNs in mobile edge computing

OL-EUA: Online user allocation for NOMA-based mobile edge computing

Joint Optimization of Device Selection and Resource Allocation for Multiple Federations in Federated Edge Learning

CoopEdge+: Enabling Decentralized, Secure and Cooperative Multi-access Edge Computing based on Blockchain

FlexiFed: Personalized Federated Learning for Edge Clients with Heterogeneous Model Architectures

Qiang He Information

University

Position

Senior Lecturer

Citations(all)

6829

Citations(since 2020)

5963

Cited By

2416

hIndex(all)

46

hIndex(since 2020)

41

i10Index(all)

133

i10Index(since 2020)

123

Email

University Profile Page

Swinburne University of Technology

Google Scholar

View Google Scholar Profile

Qiang He Skills & Research Interests

Edge Computing

Software Engineering

Cloud Computing

Services Computing

Top articles of Qiang He

Title

Journal

Author(s)

Publication Date

Distributed DNN Inference with Fine-grained Model Partitioning in Mobile Edge Computing Networks

IEEE Transactions on Mobile Computing

Hui Li

Xiuhua Li

Qilin Fan

Qiang He

Xiaofei Wang

...

2024/1/24

Hierarchical Deep Reinforcement Learning for Joint Service Caching and Computation Offloading in Mobile Edge-Cloud Computing

IEEE Transactions on Services Computing

Chuan Sun

Xiuhua Li

Chenyang Wang

Qiang He

Xiaofei Wang

...

2024/1/19

B-Detection: Runtime Reliability Anomaly Detection for MEC Services With Boosting LSTM Autoencoder

IEEE Transactions on Mobile Computing

Lei Wang

Shuhan Chen

Feifei Chen

Qiang He

Jiyuan Liu

2023/3/28

Hastening stream offloading of inference via multi-exit DNNs in mobile edge computing

IEEE Transactions on Mobile Computing

Zhicheng Liu

Jinduo Song

Chao Qiu

Xiaofei Wang

Xu Chen

...

2022/11/1

OL-EUA: Online user allocation for NOMA-based mobile edge computing

IEEE Transactions on Mobile Computing

Guangming Cui

Qiang He

Xiaoyu Xia

Feifei Chen

Fang Dong

...

2023/4

Joint Optimization of Device Selection and Resource Allocation for Multiple Federations in Federated Edge Learning

IEEE Transactions on Services Computing

Shucun Fu

Fang Dong

Dian Shen

Jinghui Zhang

Zhaowu Huang

...

2023/12/19

CoopEdge+: Enabling Decentralized, Secure and Cooperative Multi-access Edge Computing based on Blockchain

IEEE Transactions on Parallel and Distributed Systems

Liang Yuan

Qiang He

Siyu Tan

Bo Li

Jiangshan Yu

...

2022/12/22

FlexiFed: Personalized Federated Learning for Edge Clients with Heterogeneous Model Architectures

Kaibin Wang

Qiang He

Feifei Chen

Chunyang Chen

Faliang Huang

...

2023/4/30

Enhancing Fault Injection Testing of Service Systems via Fault-Tolerance Bottleneck

IEEE Transactions on Software Engineering

Huayao Wu

Senyao Yu

Xintao Niu

Changhai Nie

Yu Pei

...

2023/6/13

Demand response in NOMA-based mobile edge computing: A two-phase game-theoretical approach

IEEE Transactions on Mobile Computing

Guangming Cui

Qiang He

Xiaoyu Xia

Feifei Chen

Tao Gu

...

2023/3

Dynamic QoS Prediction with Intelligent Route Estimation via Inverse Reinforcement Learning

IEEE Transactions on Services Computing

Jiahui Li

Hao Wu

Qiang He

Yiji Zhao

Xin Wang

2023/12/13

Criticality-awareness edge user allocation for public safety

IEEE Transactions on Services Computing

Ensheng Liu

Liping Zheng

Qiang He

Benzhu Xu

Gaofeng Zhang

2021/11/30

EdgeMove: Pipelining Device-Edge Model Training for Mobile Intelligence

Zeqian Dong

Qiang He

Feifei Chen

Hai Jin

Tao Gu

...

2023/4/30

Role-Based User Allocation Driven by Criticality in Edge Computing

IEEE Transactions on Services Computing

Ensheng Liu

Liping Zheng

Qiang He

Phu Lai

Benzhu Xu

...

2023/5/29

OL-MEDC: An online approach for cost-effective data caching in mobile edge computing systems

IEEE Transactions on Mobile Computing (TMC)

Xiaoyu Xia

Feifei Chen

Qiang He

Guangming Cui

John Grundy

...

2023

Service Recommendations for Mashup Based on Generation Model

IEEE Transactions on Services Computing

Guodong Fan

Shizhan Chen

Qiang He

Hongyue Wu

Jing Li

...

2023/11/2

APIMatchmaker: Matching the right APIs for supporting the development of android apps

IEEE Transactions on Software Engineering

Y. Zhao

L. Li

H. Wang

Q. He

John C. Grundy

2023/2/1

FDGNN: Feature-aware disentangled graph neural network for recommendation

IEEE Transactions on Computational Social Systems

Xiao Liu

Shunmei Meng

Qianmu Li

Qiyan Liu

Qiang He

...

2023/3/30

EESaver: Saving Energy Dynamically for Green Multi-access Edge Computing

IEEE Transactions on Parallel and Distributed Systems

Guangming Cui

Qiang He

Xiaoyu Xia

Feifei Chen

Yun Yang

2023/5/18

EdgeDis: Enabling Fast, Economical, and Reliable Data Dissemination for Mobile Edge Computing

IEEE Transactions on Services Computing

Bo Li

Qiang He

Feifei Chen

Lingjuan Lyu

Athman Bouguettaya

...

2023/10/31

See List of Professors in Qiang He University(Swinburne University of Technology)

Co-Authors

H-index: 129
MengChu Zhou

MengChu Zhou

New Jersey Institute of Technology

H-index: 84
Hai Jin

Hai Jin

Huazhong University of Science and Technology

H-index: 78
Yang Xiang

Yang Xiang

Swinburne University of Technology

H-index: 66
John Grundy

John Grundy

Monash University

H-index: 63
Timos Sellis

Timos Sellis

Swinburne University of Technology

H-index: 56
Yun Yang

Yun Yang

Swinburne University of Technology

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