Jingheng Zheng

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 17

Top Topics

Wireless Networks

Disaster Response

Hybrid Learning

Convergence Analysis

Top Venues

IEEE Trans. Wirel. Commun.

Publications

Haofeng Sun, Hui Tian, Wanli Ni, Jingheng Zheng
On the Convergence of Hierarchical Federated Learning with Gradient Quantization and Imperfect Transmission. ICASSP (2024)
Haofeng Sun, Hui Tian, Jingheng Zheng, Wanli Ni
Joint Optimization of Convergence and Latency for Hierarchical Federated Learning Over Wireless Networks. IEEE Wirel. Commun. Lett. 13 (3) (2024)
Haofeng Sun, Hui Tian, Wanli Ni, Jingheng Zheng
Federated Learning-Based Cooperative Model Training for Task-Oriented Semantic Communication. INFOCOM (Workshops) (2024)
Jingheng Zheng, Wanli Ni, Hui Tian, Deniz Gündüz, Tony Q. S. Quek, Zhu Han
Semi-Federated Learning: Convergence Analysis and Optimization of a Hybrid Learning Framework. IEEE Trans. Wirel. Commun. 22 (12) (2023)
Wanli Ni, Jingheng Zheng, Hui Tian
Semi-Federated Learning for Collaborative Intelligence in Massive IoT Networks. IEEE Internet Things J. 10 (13) (2023)
Jingheng Zheng, Wanli Ni, Hui Tian, Deniz Gündüz, Tony Q. S. Quek, Zhu Han
Semi-Federated Learning: Convergence Analysis and Optimization of A Hybrid Learning Framework. CoRR (2023)
Wanli Ni, Jingheng Zheng, Hui Tian
Semi-Federated Learning for Collaborative Intelligence in Massive IoT Networks. CoRR (2023)
Jingheng Zheng, Wanli Ni, Hui Tian, Wenchao Jiang, Tony Q. S. Quek
Convergence Analysis and Latency Minimization for Retransmission-Based Semi-Federated Learning. GLOBECOM (2023)
Wanli Ni, Jingheng Zheng, Yonina C. Eldar, Changsheng You, Kaibin Huang
Semi-Federated Learning for Edge Intelligence with Imperfect SIC. ICASSP (2023)
Yuxin Wang, Jingheng Zheng, Wanli Ni, Hui Tian
Convergence Analysis and Optimization of Over-the-Air Federated Meta-Learning. ICC Workshops (2023)
Jingheng Zheng, Hui Tian, Wanli Ni, Wei Ni, Ping Zhang
Balancing Accuracy and Integrity for Reconfigurable Intelligent Surface-aided Over-the-Air Federated Learning. CoRR (2022)
Jingheng Zheng, Hui Tian, Wanli Ni, Wei Ni, Ping Zhang
Balancing Accuracy and Integrity for Reconfigurable Intelligent Surface-Aided Over-the-Air Federated Learning. IEEE Trans. Wirel. Commun. 21 (12) (2022)
Jingheng Zheng, Wanli Ni, Hui Tian, Deniz Gündüz, Tony Q. S. Quek
Semi-Federated Learning: An Integrated Framework for Pervasive Intelligence in 6G Networks. INFOCOM Workshops (2022)
Jingheng Zheng, Wanli Ni, Hui Tian
QoS-Constrained Federated Learning Empowered by Intelligent Reflecting Surface. CoRR (2021)
Jingheng Zheng, Wanli Ni, Hui Tian, Yingying Wang
QoS-Constrained Federated Learning Empowered by Intelligent Reflecting Surface. PIMRC (2021)
Nanxin Wang, Yifei Xin, Jingheng Zheng, Jingjing Wang, Xiao Liu, Xiangwang Hou, Yuanwei Liu
Priority-Oriented Trajectory Planning for UAV-Aided Time-Sensitive IoT Networks. ICC Workshops (2020)
Nanxin Wang, Jingheng Zheng, Jihong Tong, Kai Zhang
Joint Location Selection and Supply Allocation for UAV Aided Disaster Response System. ICIRA (4) (2019)