Chenghui Peng

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 42

Top Topics

Network Architecture

Mutual Information

Importance Sampling

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)
Xingfu Yi, Rongpeng Li, Chenghui Peng, Fei Wang, Jianjun Wu, Zhifeng Zhao
RHFedMTL: Resource-Aware Hierarchical Federated Multitask Learning. IEEE Internet Things J. 11 (14) (2024)
Yang Yang, Jianjun Wu, Tianjiao Chen, Chenghui Peng, Jun Wang, Juan Deng, Xiaofeng Tao, Guangyi Liu, Wenjing Li, Li Yang, Yufeng He, Tingting Yang, A. Hamid Aghvami, Frank Eliassen, Schahram Dustdar, Dusit Niyato, Wanfei Sun, Yang Xu, Yannan Yuan, Jiang (Linda) Xie, Rongpeng Li, Cuiqin Dai
Task-Oriented 6G Native-AI Network Architecture. IEEE Netw. 38 (1) (2024)
Jingchen Peng, Boxiang Ren, Lu Yang, Chenghui Peng, Panpan Niu, Hao Wu
QML-IB: Quantized Collaborative Intelligence between Multiple Devices and the Mobile Network. CoRR (2024)
Xiaoxue Yu, Xingfu Yi, Rongpeng Li, Fei Wang, Chenghui Peng, Zhifeng Zhao, Honggang Zhang
Snake Learning: A Communication- and Computation-Efficient Distributed Learning Framework for 6G. CoRR (2024)
Zhefan Li, Rui She, Pingyi Fan, Chenghui Peng, Khaled B. Letaief
Learning Channel Capacity With Neural Mutual Information Estimator Based on Message Importance Measure. IEEE Trans. Commun. 72 (3) (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)
Baidi Xiao, Rongpeng Li, Fei Wang, Chenghui Peng, Jianjun Wu, Zhifeng Zhao, Honggang Zhang
Stochastic Graph Neural Network-Based Value Decomposition for MARL in Internet of Vehicles. IEEE Trans. Veh. Technol. 73 (2) (2024)
Gangtao Xin, Pingyi Fan, Khaled B. Letaief, Chenghui Peng
Deep Conditional Generative Semantic Communication for Image Transmission. ICC Workshops (2024)
Zheqi Zhu, Pingyi Fan, Chenghui Peng, Khaled B. Letaief
Enhanced Federated Learning on Non-Iid Data via Local Importance Sampling. ICC Workshops (2023)
Xiaoxue Yu, Rongpeng Li, Fei Wang, Chenghui Peng, Chengchao Liang, Zhifeng Zhao, Honggang Zhang
Communication-Efficient Cooperative Multi-Agent PPO via Regulated Segment Mixture in Internet of Vehicles. GLOBECOM (2023)
Zhefan Li, Rui She, Pingyi Fan, Chenghui Peng, Khaled B. Letaief
Learning Channel Capacity with Neural Mutual Information Estimator Based on Message Importance Measure. CoRR (2023)
Xingfu Yi, Rongpeng Li, Chenghui Peng, Fei Wang, Jianjun Wu, Zhifeng Zhao
RHFedMTL: Resource-Aware Hierarchical Federated Multi-Task Learning. CoRR (2023)
Yuxuan Chen, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Jianjun Wu, Ekram Hossain, Honggang Zhang
NetGPT: A Native-AI Network Architecture Beyond Provisioning Personalized Generative Services. CoRR (2023)
Baidi Xiao, Rongpeng Li, Fei Wang, Chenghui Peng, Jianjun Wu, Zhifeng Zhao, Honggang Zhang
Stochastic Graph Neural Network-based Value Decomposition for MARL in Internet of Vehicles. CoRR (2023)
Yang Yang, Mulei Ma, Hequan Wu, Quan Yu, Xiaohu You, Jianjun Wu, Chenghui Peng, Tak-Shing Peter Yum, A. Hamid Aghvami, Geoffrey Ye Li, Jiangzhou Wang, Guangyi Liu, Peng Gao, Xiongyan Tang, Chang Cao, John S. Thompson, Kat-Kit Wong, Shanzhi Chen, Zhiqin Wang, Mérouane Debbah, Schahram Dustdar, Frank Eliassen, Tao Chen, Xiangyang Duan, Shaohui Sun, Xiaofeng Tao, Qinyu Zhang, Jianwei Huang, Wenjun Zhang, Jie Li, Yue Gao, Honggang Zhang, Xu Chen, Xiaohu Ge, Yong Xiao, Cheng-Xiang Wang, Zaichen Zhang, Song Ci, Guoqiang Mao, Changle Li, Ziyu Shao, Yong Zhou, Junrui Liang, Kai Li, Liantao Wu, Fanglei Sun, Kunlun Wang, Zening Liu, Kun Yang, Jun Wang, Teng Gao, Hongfeng Shu
6G Network AI Architecture for Everyone-Centric Customized Services. IEEE Netw. 37 (5) (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)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief, Jie Chuai
How Global Observation Works in Federated Learning: Integrating Vertical Training Into Horizontal Federated Learning. IEEE Internet Things J. 10 (11) (2023)
Baidi Xiao, Rongpeng Li, Fei Wang, Chenghui Peng, Jianjun Wu, Zhifeng Zhao, Honggang Zhang
Stochastic Graph Neural Network-Based Value Decomposition for Multi-Agent Reinforcement Learning in Urban Traffic Control. VTC2023-Spring (2023)
Mohammad Bariq Khan, Xueli An, Chenghui Peng
Towards Native Support for Federated Learning in 6G. WCNC (2023)
Xiaoxue Yu, Rongpeng Li, Fei Wang, Chenghui Peng, Chengchao Liang, Zhifeng Zhao, Honggang Zhang
Communication-Efficient Cooperative Multi-Agent PPO via Regulated Segment Mixture in Internet of Vehicles. 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)
Tingting Yang, Zhengqi Cui, Chenghui Peng, Jianjun Wu, Fangming Liu, Yang Yang
Integrated Communication and Computing Maritime Networks Design for Green Metaverse. IEEE Wirel. Commun. 30 (5) (2023)
Wen Tong, Chenghui Peng, Tingting Yang, Fei Wang, Juan Deng, Rongpeng Li, Lu Yang, Honggang Zhang, Dong Wang, Ming Ai, Li Yang, Guangyi Liu, Yang Yang, Yao Xiao, Liexiang Yue, Wanfei Sun, Zexu Li, Wenwen Sun
Ten issues of NetGPT. CoRR (2023)
Xingfu Yi, Rongpeng Li, Chenghui Peng, Jianjun Wu, Zhifeng Zhao
HFedMTL: Hierarchical Federated Multi-Task Learning. PIMRC (2022)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief
How Global Observation embedding in Vertical-Horizontal Federated Learning. IWCMC (2022)
Yang Yang, Mulei Ma, Hequan Wu, Quan Yu, Ping Zhang, Xiaohu You, Jianjun Wu, Chenghui Peng, Tak-Shing Peter Yum, Sherman X. Shen, Hamid Aghvami, Geoffrey Ye Li, Jiangzhou Wang, Guangyi Liu, Peng Gao, Xiongyan Tang, Chang Cao, John S. Thompson, Kai-Kit Wong, Shanzhi Chen, Zhiqin Wang, Mérouane Debbah, Schahram Dustdar, Frank Eliassen, Tao Chen, Xiangyang Duan, Shaohui Sun, Xiaofeng Tao, Qinyu Zhang, Jianwei Huang, Shuguang Cui, Wenjun Zhang, Jie Li, Yue Gao, Honggang Zhang, Xu Chen, Xiaohu Ge, Yong Xiao, Cheng-Xiang Wang, Zaichen Zhang, Song Ci, Guoqiang Mao, Changle Li, Ziyu Shao, Yong Zhou, Junrui Liang, Kai Li, Liantao Wu, Fanglei Sun, Kunlun Wang, Zening Liu, Kun Yang, Jun Wang, Teng Gao, Hongfeng Shu
6G Network AI Architecture for Everyone-Centric Customized Services. CoRR (2022)
Qingyang Zhou, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Honggang Zhang
Semantic Communication With Adaptive Universal Transformer. IEEE Wirel. Commun. Lett. 11 (3) (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)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief
Convergence Analysis and System Design for Federated Learning Over Wireless Networks. IEEE J. Sel. Areas Commun. 39 (12) (2021)
Rongpeng Li, Wenliang Liang, Chenghui Peng, Xueli An, Zhifeng Zhao, Honggang Zhang
Network AI Management & Orchestration: A Federated Multi-task Learning Case. GLOBECOM (Workshops) (2021)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief
Convergence analysis and Design principle for Federated learning in Wireless network. GLOBECOM (2021)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief
Convergence Analysis and System Design for Federated Learning over Wireless Networks. CoRR (2021)
Jianjun Wu, Rongpeng Li, Xueli An, Chenghui Peng, Zhe Liu, Jon Crowcroft, Honggang Zhang
Toward Native Artificial Intelligence in 6G Networks: System Design, Architectures, and Paradigms. CoRR (2021)
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief
How global observation works in Federated Learning: Integrating vertical training into Horizontal Federated Learning. CoRR (2021)
Qingyang Zhou, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Honggang Zhang
Semantic Communication with Adaptive Universal Transformer. CoRR (2021)
Emmanouil Pateromichelakis, Ömer Bulakci, Chenghui Peng, Jiayin Zhang, Yuan Xia
LAA as a Key Enabler in Slice-Aware 5G RAN: Challenges and Opportunities. IEEE Commun. Stand. Mag. 2 (1) (2018)
Emmanouil Pateromichelakis, Chenghui Peng
Selection and Dimensioning of Slice-Based RAN Controller for Adaptive Radio Resource Management. WCNC (2017)
Hang Zhang, Sophie Vrzic, Gamini Senarath, Ngoc-Dung Dào, Hamid Farmanbar, Jaya Rao, Chenghui Peng, Hongcheng Zhuang
5G wireless network: MyNET and SONAC. IEEE Netw. 29 (4) (2015)
Wei Tan, Jinfang Zhang, Chenghui Peng, Bin Xia, Yajun Kou
SDN-enabled converged networks. IEEE Wirel. Commun. 21 (6) (2014)
You Wang, Jun Bi, Chenghui Peng
Global Resolution Service for mobility support in the internet. ICNP (2012)
Chi-Yu Li, Ioannis Pefkianakis, Bojie Li, Chenghui Peng, Wei Zhang, Songwu Lu
A multimedia service migration protocol for single user multiple devices. ICC (2012)
You Wang, Jun Bi, Chenghui Peng, Hongyu Hu
UNA: a new internet architecture for user-level multi-homing and mobility. CFI (2011)
Hong Li, Chenghui Peng, Bojie Li, Yuhua Chen, Wei Zhang, Jianjun Wu, Hua Huang
User ID Routing Architecture. IEEE Veh. Technol. Mag. 5 (1) (2010)