Zheqi Zhu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 26

Top Topics

Importance Sampling

Ensemble Learning

Top Venues

IEEE Internet Things J.

Publications

Yuchen Shi, Pingyi Fan, Zheqi Zhu, Chenghui Peng, Fei Wang, Khaled B. Letaief
SAM: An Efficient Approach With Selective Aggregation of Models in Federated Learning. IEEE Internet Things J. 11 (11) (2024)
Yuchen Shi, Pingyi Fan, Zheqi Zhu, Chenghui Peng, Fei Wang, Khaled B. Letaief
Towards Efficient Federated Learning Framework via Selective Aggregation of Models. ICC Workshops (2024)
Zheqi Zhu, Yuchen Shi, Pingyi Fan, Chenghui Peng, Khaled B. Letaief
ISFL: Federated Learning for Non-i.i.d. Data With Local Importance Sampling. IEEE Internet Things J. 11 (16) (2024)
Yuchen Shi, Zheqi Zhu, Pingyi Fan, Khaled B. Letaief, Chenghui Peng
FedNC: A Secure and Efficient Federated Learning Method with Network Coding. WCNC (2024)
Zheqi Zhu, Pingyi Fan, Chenghui Peng, Khaled B. Letaief
Enhanced Federated Learning on Non-Iid Data via Local Importance Sampling. ICC Workshops (2023)
Gangtao Xin, Zheqi Zhu, Pingyi Fan
Information Framework Expansion Meets Knowledge Collision for Semantic Communications. ICC (2023)
Yuchen Shi, Zheqi Zhu, Pingyi Fan, Khaled B. Letaief, Chenghui Peng
FedNC: A Secure and Efficient Federated Learning Method Inspired by Network Coding. CoRR (2023)
Zheqi Zhu, Yuchen Shi, Jiajun Luo, Fei Wang, Chenghui Peng, Pingyi Fan, Khaled B. Letaief
FedLP: Layer-Wise Pruning Mechanism for Communication-Computation Efficient Federated Learning. ICC (2023)
Zheqi Zhu, Yuchen Shi, Jiajun Luo, Fei Wang, Chenghui Peng, Pingyi Fan, Khaled B. Letaief
FedLP: Layer-wise Pruning Mechanism for Communication-Computation Efficient Federated Learning. CoRR (2023)
Zheqi Zhu, Yuchen Shi, Gangtao Xin, Chenghui Peng, Pingyi Fan, Khaled B. Letaief
Towards Efficient Federated Learning: Layer-Wise Pruning-Quantization Scheme and Coding Design. Entropy 25 (8) (2023)
Zheqi Zhu, Wenjie Cheng, Yu Zeng, Kuikui Li, Chong Lou, Qinghai Zeng, Zhifang Gu
Efficient Split Learning for Collaborative Intelligence in Next-generation Mobile Networks. VTC Fall (2023)
Zheqi Zhu, Shuo Wan, Pingyi Fan, Khaled B. Letaief
Federated Multiagent Actor-Critic Learning for Age Sensitive Mobile-Edge Computing. IEEE Internet Things J. 9 (2) (2022)
Zheqi Zhu, Pingyi Fan, Khaled B. Letaief
Diversity Learning: Introducing the Space-time Scheme to Ensemble Learning. WCNC (2022)
Zheqi Zhu, Pingyi Fan, Chenghui Peng, Khaled B. Letaief
ISFL: Trustworthy Federated Learning for Non-i.i.d. Data with Local Importance Sampling. CoRR (2022)
Gangtao Xin, Zhefan Li, Zheqi Zhu, Shuo Wan, Pingyi Fan, Khaled Ben Letaief
Soft Compression: An Approach to Shape Coding for Images. IEEE Commun. Lett. 25 (3) (2021)
Zheqi Zhu, Shuo Wan, Pingyi Fan, Khaled B. Letaief
An Edge Federated MARL Approach for Timeliness Maintenance in MEC Collaboration. ICC Workshops (2021)
Yuchen Shi, Pingyi Fan, Zheqi Zhu, Khaled B. Letaief
MIM-CS: Message Importance Measure for Compressed Sensing. MeditCom (2021)
Shanyun Liu, Rui She, Zheqi Zhu, Pingyi Fan
Storage Space Allocation Strategy for Digital Data with Message Importance. CoRR (2020)
Zheqi Zhu, Shanyun Liu, Rui She, Shuo Wan, Pingyi Fan, Khaled B. Letaief
An Importance Aware Weighted Coding Theorem Using Message Importance Measure. CoRR (2020)
Zheqi Zhu, Shuo Wan, Pingyi Fan, Khaled B. Letaief
Federated Multi-Agent Actor-Critic Learning for Age Sensitive Mobile Edge Computing. CoRR (2020)
Shanyun Liu, Rui She, Zheqi Zhu, Pingyi Fan
Storage Space Allocation Strategy for Digital Data with Message Importance. Entropy 22 (5) (2020)
Zheqi Zhu, Shanyun Liu, Rui She, Shuo Wan, Pingyi Fan, Khaled B. Letaief
An Importance Aware Weighted Coding Theorem Using Message Importance Measure. IEEE Commun. Lett. 24 (8) (2020)
Zheqi Zhu, Pingyi Fan
Machine Learning Based Prediction and Classification of Computational Jobs in Cloud Computing Centers. CoRR (2019)
Zheqi Zhu, Pingyi Fan
Machine Learning Based Prediction and Classification of Computational Jobs in Cloud Computing Centers. IWCMC (2019)
Xinlei Chen, Zheqi Zhu, Min Chen, Yong Li
Large-Scale Mobile Fitness App Usage Analysis for Smart Health. IEEE Commun. Mag. 56 (4) (2018)
Zheqi Zhu, Nariaki Nishino
Research on Willingness to Pay of Internet of Vehicles. Int. J. Autom. Technol. 12 (3) (2018)