| Federated multiagent actor–critic learning for age sensitive mobile-edge computing Z Zhu, S Wan, P Fan, KB Letaief IEEE Internet of Things Journal 9 (2), 1053-1067, 2021 | 118 | 2021 |
| Large-scale mobile fitness app usage analysis for smart health X Chen, Z Zhu, M Chen, Y Li IEEE Communications Magazine 56 (4), 46-52, 2018 | 32 | 2018 |
| FedLP: Layer-wise Pruning Mechanism for Communication-Computation Efficient Federated Learning Z Zhu, Y Shi, J Luo, F Wang, C Peng, P Fan, KB Letaief ICC 2023-IEEE International Conference on Communications, 1250-1255, 2023 | 19 | 2023 |
| ISFL: Federated Learning for Non-iid Data with Local Importance Sampling Z Zhu, Y Shi, P Fan, C Peng, KB Letaief IEEE Internet of Things Journal, 2024 | 14 | 2024 |
| An edge federated MARL approach for timeliness maintenance in MEC collaboration Z Zhu, S Wan, P Fan, KB Letaief 2021 IEEE International Conference on Communications Workshops (ICC …, 2021 | 13 | 2021 |
| Machine Learning Based Prediction and Classification of Computational Jobs in Cloud Computing Centers Z Zhu, P Fan 2019 15th International Wireless Communications & Mobile Computing …, 2019 | 12 | 2019 |
| Soft compression: An approach to shape coding for images G Xin, Z Li, Z Zhu, S Wan, P Fan, KB Letaief IEEE Communications Letters 25 (3), 798-801, 2020 | 9 | 2020 |
| SAM: An Efficient Approach With Selective Aggregation of Models in Federated Learning Y Shi, P Fan, Z Zhu, C Peng, F Wang, KB Letaief IEEE Internet of Things Journal, 2024 | 8 | 2024 |
| Towards efficient federated learning: Layer-wise pruning-quantization scheme and coding design Z Zhu, Y Shi, G Xin, C Peng, P Fan, KB Letaief Entropy 25 (8), 1205, 2023 | 6 | 2023 |
| FedNC: A secure and efficient federated learning method inspired by network coding Y Shi, Z Zhu, P Fan, KB Letaief, C Peng arXiv preprint arXiv:2305.03292, 2023 | 4 | 2023 |
| Information Framework Expansion Meets Knowledge Collision for Semantic Communications G Xin, Z Zhu, P Fan ICC 2023-IEEE International Conference on Communications, 6096-6101, 2023 | 3 | 2023 |
| Storage space allocation strategy for digital data with message importance S Liu, R She, Z Zhu, P Fan Entropy 22 (5), 591, 2020 | 3 | 2020 |
| An importance aware weighted coding theorem using message importance measure Z Zhu, S Liu, R She, S Wan, P Fan, KB Letaief IEEE communications letters 24 (8), 1598-1601, 2020 | 3 | 2020 |
| Efficient Split Learning for Collaborative Intelligence in Next-generation Mobile Networks Z Zhu, W Cheng, Y Zeng, K Li, C Lou, Q Zeng, Z Gu 2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall), 1-6, 2023 | 2 | 2023 |
| Diversity learning: Introducing the space-time scheme to ensemble learning Z Zhu, P Fan, KB Letaief 2022 IEEE Wireless Communications and Networking Conference (WCNC), 2381-2386, 2022 | 2 | 2022 |
| MIM-CS: Message Importance Measure for Compressed Sensing Y Shi, P Fan, Z Zhu, KB Letaief 2021 IEEE International Mediterranean Conference on Communications and …, 2021 | 1 | 2021 |
| Towards Efficient Federated Learning Framework via Selective Aggregation of Models Y Shi, P Fan, Z Zhu, C Peng, F Wang, KB Letaief 2024 IEEE International Conference on Communications Workshops (ICC …, 2024 | | 2024 |
| FedNC: A Secure and Efficient Federated Learning Method with Network Coding Y Shi, Z Zhu, P Fan, KB Letaief, C Peng 2024 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2024 | | 2024 |
| Enhanced Federated Learning on Non-iid Data via Local Importance Sampling Z Zhu, P Fan, C Peng, KB Letaief 2023 IEEE International Conference on Communications Workshops (ICC …, 2023 | | 2023 |
| ISFL: Federated Learning for Non-iid Data with Local Importance Sampling Z Zhu, Y Shi, P Fan, C Peng, KB Letaief arXiv preprint arXiv:2210.02119, 2022 | | 2022 |
Pingyi FanProfessor of Electronic Engineering, Tsinghua UniversityVerified email at tsinghua.edu.cn
