Jingheng Zheng

According to our database, Jingheng Zheng authored at least 22 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Computational Caching-Empowered Collaborative LLM Inference Framework in VEC Networks.

Haofeng Sun, Hui Tian, Jingheng Zheng, Dusit Niyato

IEEE Trans. Veh. Technol., June, 2026

PKGA-TM: An Improved Genetic Algorithm for Base Station Deployment Optimization in Air-to-Ground Networks.

Jingheng Zheng, Qingdong Hou, Lei Cao, Luting Kong, Xiaoyang Wang, Wanli Ni

IEEE Wirel. Commun. Lett., 2026

Improving Convergence for Semi-Federated Learning: An Energy-Efficient Approach by Manipulating Over-the-Air Distortion.

Jingheng Zheng, Hui Tian, Wanli Ni, Yang Tian, Ping Zhang

IEEE Trans. Wirel. Commun., 2026

Large Language Model-Empowered Resource Allocation in Intent-Driven Wireless Networks.

Haofeng Sun, Hui Tian, Jingheng Zheng, Wanli Ni, Qimei Cui, Dusit Niyato, Ping Zhang

IEEE Trans. Cogn. Commun. Netw., 2026

2025

A Hybrid Federated Learning Framework for Task-Oriented Semantic Communication.

Haofeng Sun, Wanli Ni, Hui Tian, Jingheng Zheng, Gaofeng Nie, Dusit Niyato

IEEE Internet Things J., July, 2025

Federated Low-Rank Adaptation for Large Models Fine-Tuning Over Wireless Networks.

Haofeng Sun, Hui Tian, Wanli Ni, Jingheng Zheng, Dusit Niyato, Ping Zhang

IEEE Trans. Wirel. Commun., January, 2025

2024

Retransmission-Based Semi-Federated Learning.

Jingheng Zheng, Hui Tian, Wanli Ni, Gaofeng Nie, Wenchao Jiang, Tony Q. S. Quek

IEEE Trans. Wirel. Commun., December, 2024

Joint Optimization of Convergence and Latency for Hierarchical Federated Learning Over Wireless Networks.

Haofeng Sun, Hui Tian, Jingheng Zheng, Wanli Ni

IEEE Wirel. Commun. Lett., March, 2024

Federated Learning-Based Cooperative Model Training for Task-Oriented Semantic Communication.

Haofeng Sun, Hui Tian, Wanli Ni, Jingheng Zheng

Proceedings of the IEEE INFOCOM 2024, 2024

On the Convergence of Hierarchical Federated Learning with Gradient Quantization and Imperfect Transmission.

Haofeng Sun, Hui Tian, Wanli Ni, Jingheng Zheng

Proceedings of the IEEE International Conference on Acoustics, 2024

Relay-Assisted Over-the-Air Personalized Federated Fine-Tuning for Large Language Model.

Haofeng Sun, Hui Tian, Jingheng Zheng, Wanli Ni

Proceedings of the IEEE Globecom Workshops 2024, 2024

2023

Semi-Federated Learning: Convergence Analysis and Optimization of a Hybrid Learning Framework.

Jingheng Zheng, Wanli Ni, Hui Tian, Deniz Gündüz, Tony Q. S. Quek, Zhu Han

IEEE Trans. Wirel. Commun., December, 2023

Semi-Federated Learning for Collaborative Intelligence in Massive IoT Networks.

Wanli Ni, Jingheng Zheng, Hui Tian

IEEE Internet Things J., July, 2023

Convergence Analysis and Optimization of Over-the-Air Federated Meta-Learning.

Yuxin Wang, Jingheng Zheng, Wanli Ni, Hui Tian

Proceedings of the IEEE International Conference on Communications, 2023

Semi-Federated Learning for Edge Intelligence with Imperfect SIC.

Wanli Ni, Jingheng Zheng, Yonina C. Eldar, Changsheng You, Kaibin Huang

Proceedings of the IEEE International Conference on Acoustics, 2023

Convergence Analysis and Latency Minimization for Retransmission-Based Semi-Federated Learning.

Jingheng Zheng, Wanli Ni, Hui Tian, Wenchao Jiang, Tony Q. S. Quek

Proceedings of the IEEE Global Communications Conference, 2023

2022

Balancing Accuracy and Integrity for Reconfigurable Intelligent Surface-Aided Over-the-Air Federated Learning.

Jingheng Zheng, Hui Tian, Wanli Ni, Wei Ni, Ping Zhang

IEEE Trans. Wirel. Commun., 2022

Semi-Federated Learning: An Integrated Framework for Pervasive Intelligence in 6G Networks.

Jingheng Zheng, Wanli Ni, Hui Tian, Deniz Gündüz, Tony Q. S. Quek

Proceedings of the IEEE INFOCOM 2022, 2022

2021

QoS-Constrained Federated Learning Empowered by Intelligent Reflecting Surface.

Jingheng Zheng, Wanli Ni, Hui Tian

CoRR, 2021

QoS-Constrained Federated Learning Empowered by Intelligent Reflecting Surface.

Jingheng Zheng, Wanli Ni, Hui Tian, Yingying Wang

Proceedings of the 32nd IEEE Annual International Symposium on Personal, 2021

2020

Priority-Oriented Trajectory Planning for UAV-Aided Time-Sensitive IoT Networks.

Nanxin Wang, Yifei Xin, Jingheng Zheng, Jingjing Wang, Xiao Liu, Xiangwang Hou, Yuanwei Liu

Proceedings of the 2020 IEEE International Conference on Communications Workshops, 2020

2019

Joint Location Selection and Supply Allocation for UAV Aided Disaster Response System.

Nanxin Wang, Jingheng Zheng, Jihong Tong, Kai Zhang

Proceedings of the Intelligent Robotics and Applications - 12th International Conference, 2019