Chenghui Peng

57 papers B 9Journal 38Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
A-Core: A Novel Framework of Agentic AI in the 6G Core Network.
ICC Workshops
Wen Tong, Wei Huo, Thierry Lejkin, Joel Penhoat, Chenghui Peng, Carlos Pereira, Fei Wang, Shaoyun Wu, Lu Yang, Yuanming Shi
2025 J jnl
LLM-Empowered Agentic MAC Protocols: A Dynamic Stackelberg Game Approach.
CoRR
Renxuan Tan, Rongpeng Li, Fei Wang, Chenghui Peng, Shaoyun Wu, Zhifeng Zhao, Honggang Zhang
2025 J jnl
Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences.
CoRR
Adnan Shahid, Adrian Kliks, Ahmed Al-Tahmeesschi, Ahmed Elbakary, Alexandros Nikou, Ali Maatouk, Ali Mokh, Amirreza Kazemi, Antonio De Domenico, Athanasios Karapantelakis, Bo Cheng, Bo Yang, Bohao Wang, Carlo Fischione, Chao Zhang, Chaouki Ben Issaid, Chau Yuen, Chenghui Peng, Chongwen Huang, Christina Chaccour, Christo Kurisummoottil Thomas, Dheeraj Sharma, Dimitris Kalogiros, Dusit Niyato, Eli De Poorter, Elissa Mhanna, Emilio Calvanese Strinati, Faouzi Bader, Fathi Abdeldayem, Fei Wang, Fenghao Zhu, Gianluca Fontanesi, Giovanni Geraci, Haibo Zhou, Hakimeh Purmehdi, Hamed Ahmadi, Hang Zou, Hongyang Du, Hoon Lee, Howard H. Yang, Iacopo Poli, Igor Carron, Ilias Chatzistefanidis, Inkyu Lee, Ioannis Pitsiorlas, Jaron Fontaine, Jiajun Wu, Jie Zeng, Jinan Li, Jinane Karam, Johny Gemayel, Juan Deng, Julien Frison, Kaibin Huang, Kehai Qiu, Keith Ball, Kezhi Wang, Kun Guo, Leandros Tassiulas, Lecorve Gwenole, Liexiang Yue, Lina Bariah, Louis Powell, Marcin Dryjanski, Maria Amparo Canaveras Galdon, Marios Kountouris, Maryam Hafeez, Maxime Elkael, Mehdi Bennis, Mehdi Ahmed Boudjelli, Meiling Dai, Mérouane Debbah, Michele Polese, Mohamad Assaad, Mohamed Benzaghta, Mohammad Al Refai, Moussab Djerrab, Mubeen Syed, Muhammad Amir, Na Yan, Najla Alkaabi, Nan Li, Nassim Sehad, Navid Nikaein, Omar Hashash, Pawel Sroka, Qianqian Yang, Qiyang Zhao, Rasoul Nikbakht Silab, Rex Ying, Roberto Morabito, Rongpeng Li, Ryad Madi, Salah Eddine El Ayoubi, Salvatore D'Oro, Samson Lasaulce, Serveh Shalmashi, Sige Liu, Sihem Cherrared, Swarna Bindu Chetty, Swastika Dutta, Syed A. R. Zaidi, Tianjiao Chen, Timothy Murphy, Tommaso Melodia, Tony Q. S. Quek, Vishnu Ram, Walid Saad, Wassim Hamidouche, Weilong Chen, Xiaoou Liu, Xiaoxue Yu, Xijun Wang, Xingyu Shang, Xinquan Wang, Xuelin Cao, Yang Su, Yanping Liang, Yansha Deng, Yifan Yang, Yingping Cui, Yu Sun, Yuxuan Chen, Yvan Pointurier, Zeinab Nehme, Zeinab Nezami, Zhaohui Yang, Zhaoyang Zhang, Zhe Liu, Zhenyu Yang, Zhu Han, Zhuang Zhou, Zihan Chen, Zirui Chen, Zitao Shuai
2025 J jnl
Optimizing NetGPT via Routing-Based Synergy and Reinforcement Learning.
CoRR
Yuxuan Chen, Rongpeng Li, Xianfu Chen, Celimuge Wu, Chenghui Peng, Zhifeng Zhao, Honggang Zhang
2025 J jnl
Overview of AI and communication for 6G network: fundamentals, challenges, and future research opportunities.
Sci. China Inf. Sci.
Qimei Cui, Xiaohu You, Wei Ni, Guoshun Nan, Xuefei Zhang, Jianhua Zhang, Xinchen Lyu, Ming Ai, Xiaofeng Tao, Zhiyong Feng, Ping Zhang, Qingqing Wu, Meixia Tao, Yongming Huang, Chongwen Huang, Guangyi Liu, Chenghui Peng, Zhiwen Pan, Tao Sun, Dusit Niyato, Tao Chen, Muhammad Khurram Khan, Abbas Jamalipour, Mohsen Guizani, Chau Yuen
2025 J jnl
Snake Learning: A Communication- and Computation-Efficient Distributed Learning Framework for 6G.
IEEE Commun. Mag.
Xiaoxue Yu, Xingfu Yi, Rongpeng Li, Fei Wang, Chenghui Peng, Zhifeng Zhao, Honggang Zhang
2024 — conf
A Peaceman-Rachford Splitting Approach with Deep Equilibrium Network for Channel Estimation.
ICCT
Dingli Yuan, Shitong Wu, Haoran Tang, Lu Yang, Chenghui Peng
2024 — conf
Deep Conditional Generative Semantic Communication for Image Transmission.
ICC Workshops
Gangtao Xin, Pingyi Fan, Khaled B. Letaief, Chenghui Peng
2024 B conf
FedNC: A Secure and Efficient Federated Learning Method with Network Coding.
WCNC
Yuchen Shi, Zheqi Zhu, Pingyi Fan, Khaled B. Letaief, Chenghui Peng
2024 J jnl
ISFL: Federated Learning for Non-i.i.d. Data With Local Importance Sampling.
IEEE Internet Things J.
Zheqi Zhu, Yuchen Shi, Pingyi Fan, Chenghui Peng, Khaled B. Letaief
2024 J jnl
Learning Channel Capacity With Neural Mutual Information Estimator Based on Message Importance Measure.
IEEE Trans. Commun.
Zhefan Li, Rui She, Pingyi Fan, Chenghui Peng, Khaled B. Letaief
2024 J jnl
NetGPT: An AI-Native Network Architecture for Provisioning Beyond Personalized Generative Services.
IEEE Netw.
Yuxuan Chen, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Jianjun Wu, Ekram Hossain, Honggang Zhang
2024 J jnl
Overview of AI and Communication for 6G Network: Fundamentals, Challenges, and Future Research Opportunities.
CoRR
Qimei Cui, Xiaohu You, Wei Ni, Guoshun Nan, Xuefei Zhang, Jianhua Zhang, Xinchen Lyu, Ming Ai, Xiaofeng Tao, Zhiyong Feng, Ping Zhang, Qingqing Wu, Meixia Tao, Yongming Huang, Chongwen Huang, Guangyi Liu, Chenghui Peng, Zhiwen Pan, Tao Sun, Dusit Niyato, Tao Chen, Muhammad Khurram Khan, Abbas Jamalipour, Mohsen Guizani, Chau Yuen
2024 B conf
QML-IB: Quantized Collaborative Intelligence between Multiple Devices and the Mobile Network.
ISIT
Jingchen Peng, Boxiang Ren, Lu Yang, Chenghui Peng, Panpan Niu, Hao Wu
2024 J jnl
QML-IB: Quantized Collaborative Intelligence between Multiple Devices and the Mobile Network.
CoRR
Jingchen Peng, Boxiang Ren, Lu Yang, Chenghui Peng, Panpan Niu, Hao Wu
2024 J jnl
RHFedMTL: Resource-Aware Hierarchical Federated Multitask Learning.
IEEE Internet Things J.
Xingfu Yi, Rongpeng Li, Chenghui Peng, Fei Wang, Jianjun Wu, Zhifeng Zhao
2024 J jnl
SAM: An Efficient Approach With Selective Aggregation of Models in Federated Learning.
IEEE Internet Things J.
Yuchen Shi, Pingyi Fan, Zheqi Zhu, Chenghui Peng, Fei Wang, Khaled B. Letaief
2024 J jnl
Snake Learning: A Communication- and Computation-Efficient Distributed Learning Framework for 6G.
CoRR
Xiaoxue Yu, Xingfu Yi, Rongpeng Li, Fei Wang, Chenghui Peng, Zhifeng Zhao, Honggang Zhang
2024 J jnl
Stochastic Graph Neural Network-Based Value Decomposition for MARL in Internet of Vehicles.
IEEE Trans. Veh. Technol.
Baidi Xiao, Rongpeng Li, Fei Wang, Chenghui Peng, Jianjun Wu, Zhifeng Zhao, Honggang Zhang
2024 J jnl
Task-Oriented 6G Native-AI Network Architecture.
IEEE Netw.
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
2024 — conf
Towards Efficient Federated Learning Framework via Selective Aggregation of Models.
ICC Workshops
Yuchen Shi, Pingyi Fan, Zheqi Zhu, Chenghui Peng, Fei Wang, Khaled B. Letaief
2023 J jnl
6G Network AI Architecture for Everyone-Centric Customized Services.
IEEE Netw.
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, 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, 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
2023 B conf
Communication-Efficient Cooperative Multi-Agent PPO via Regulated Segment Mixture in Internet of Vehicles.
GLOBECOM
Xiaoxue Yu, Rongpeng Li, Fei Wang, Chenghui Peng, Chengchao Liang, Zhifeng Zhao, Honggang Zhang
2023 J jnl
Communication-Efficient Cooperative Multi-Agent PPO via Regulated Segment Mixture in Internet of Vehicles.
CoRR
Xiaoxue Yu, Rongpeng Li, Fei Wang, Chenghui Peng, Chengchao Liang, Zhifeng Zhao, Honggang Zhang
2023 — conf
Enhanced Federated Learning on Non-Iid Data via Local Importance Sampling.
ICC Workshops
Zheqi Zhu, Pingyi Fan, Chenghui Peng, Khaled B. Letaief
2023 — conf
FedLP: Layer-Wise Pruning Mechanism for Communication-Computation Efficient Federated Learning.
ICC
Zheqi Zhu, Yuchen Shi, Jiajun Luo, Fei Wang, Chenghui Peng, Pingyi Fan, Khaled B. Letaief
2023 J jnl
FedLP: Layer-wise Pruning Mechanism for Communication-Computation Efficient Federated Learning.
CoRR
Zheqi Zhu, Yuchen Shi, Jiajun Luo, Fei Wang, Chenghui Peng, Pingyi Fan, Khaled B. Letaief
2023 J jnl
FedNC: A Secure and Efficient Federated Learning Method Inspired by Network Coding.
CoRR
Yuchen Shi, Zheqi Zhu, Pingyi Fan, Khaled B. Letaief, Chenghui Peng
2023 J jnl
How Global Observation Works in Federated Learning: Integrating Vertical Training Into Horizontal Federated Learning.
IEEE Internet Things J.
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief, Jie Chuai
2023 J jnl
Integrated Communication and Computing Maritime Networks Design for Green Metaverse.
IEEE Wirel. Commun.
Tingting Yang, Zhengqi Cui, Chenghui Peng, Jianjun Wu, Fangming Liu, Yang Yang
2023 J jnl
Learning Channel Capacity with Neural Mutual Information Estimator Based on Message Importance Measure.
CoRR
Zhefan Li, Rui She, Pingyi Fan, Chenghui Peng, Khaled B. Letaief
2023 J jnl
NetGPT: A Native-AI Network Architecture Beyond Provisioning Personalized Generative Services.
CoRR
Yuxuan Chen, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Jianjun Wu, Ekram Hossain, Honggang Zhang
2023 J jnl
RHFedMTL: Resource-Aware Hierarchical Federated Multi-Task Learning.
CoRR
Xingfu Yi, Rongpeng Li, Chenghui Peng, Fei Wang, Jianjun Wu, Zhifeng Zhao
2023 — conf
Stochastic Graph Neural Network-Based Value Decomposition for Multi-Agent Reinforcement Learning in Urban Traffic Control.
VTC2023-Spring
Baidi Xiao, Rongpeng Li, Fei Wang, Chenghui Peng, Jianjun Wu, Zhifeng Zhao, Honggang Zhang
2023 J jnl
Stochastic Graph Neural Network-based Value Decomposition for MARL in Internet of Vehicles.
CoRR
Baidi Xiao, Rongpeng Li, Fei Wang, Chenghui Peng, Jianjun Wu, Zhifeng Zhao, Honggang Zhang
2023 J jnl
Ten issues of NetGPT.
CoRR
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
2023 J jnl
Towards Efficient Federated Learning: Layer-Wise Pruning-Quantization Scheme and Coding Design.
Entropy
Zheqi Zhu, Yuchen Shi, Gangtao Xin, Chenghui Peng, Pingyi Fan, Khaled B. Letaief
2023 B conf
Towards Native Support for Federated Learning in 6G.
WCNC
Mohammad Bariq Khan, Xueli An, Chenghui Peng
2022 B conf
HFedMTL: Hierarchical Federated Multi-Task Learning.
PIMRC
Xingfu Yi, Rongpeng Li, Chenghui Peng, Jianjun Wu, Zhifeng Zhao
2022 B conf
How Global Observation embedding in Vertical-Horizontal Federated Learning.
IWCMC
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief
2022 J jnl
ISFL: Trustworthy Federated Learning for Non-i.i.d. Data with Local Importance Sampling.
CoRR
Zheqi Zhu, Pingyi Fan, Chenghui Peng, Khaled B. Letaief
2022 J jnl
Semantic Communication With Adaptive Universal Transformer.
IEEE Wirel. Commun. Lett.
Qingyang Zhou, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Honggang Zhang
2021 J jnl
Convergence Analysis and System Design for Federated Learning Over Wireless Networks.
IEEE J. Sel. Areas Commun.
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief
2021 J jnl
Convergence Analysis and System Design for Federated Learning over Wireless Networks.
CoRR
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief
2021 B conf
Convergence analysis and Design principle for Federated learning in Wireless network.
GLOBECOM
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief
2021 J jnl
How global observation works in Federated Learning: Integrating vertical training into Horizontal Federated Learning.
CoRR
Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief
2021 — conf
Network AI Management & Orchestration: A Federated Multi-task Learning Case.
GLOBECOM (Workshops)
Rongpeng Li, Wenliang Liang, Chenghui Peng, Xueli An, Zhifeng Zhao, Honggang Zhang
2021 J jnl
Semantic Communication with Adaptive Universal Transformer.
CoRR
Qingyang Zhou, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Honggang Zhang
2021 J jnl
Toward Native Artificial Intelligence in 6G Networks: System Design, Architectures, and Paradigms.
CoRR
Jianjun Wu, Rongpeng Li, Xueli An, Chenghui Peng, Zhe Liu, Jon Crowcroft, Honggang Zhang
2018 J jnl
LAA as a Key Enabler in Slice-Aware 5G RAN: Challenges and Opportunities.
IEEE Commun. Stand. Mag.
Emmanouil Pateromichelakis, Ömer Bulakci, Chenghui Peng, Jiayin Zhang, Yuan Xia
2017 B conf
Selection and Dimensioning of Slice-Based RAN Controller for Adaptive Radio Resource Management.
WCNC
Emmanouil Pateromichelakis, Chenghui Peng
2015 J jnl
5G wireless network: MyNET and SONAC.
IEEE Netw.
Hang Zhang, Sophie Vrzic, Gamini Senarath, Ngoc-Dung Dào, Hamid Farmanbar, Jaya Rao, Chenghui Peng, Hongcheng Zhuang
2014 J jnl
SDN-enabled converged networks.
IEEE Wirel. Commun.
Wei Tan, Jinfang Zhang, Chenghui Peng, Bin Xia, Yajun Kou
2012 — conf
A multimedia service migration protocol for single user multiple devices.
ICC
Chi-Yu Li, Ioannis Pefkianakis, Bojie Li, Chenghui Peng, Wei Zhang, Songwu Lu
2012 B conf
Global Resolution Service for mobility support in the internet.
ICNP
You Wang, Jun Bi, Chenghui Peng
2011 — conf
UNA: a new internet architecture for user-level multi-homing and mobility.
CFI
You Wang, Jun Bi, Chenghui Peng, Hongyu Hu
2010 J jnl
User ID Routing Architecture.
IEEE Veh. Technol. Mag.
Hong Li, Chenghui Peng, Bojie Li, Yuhua Chen, Wei Zhang, Jianjun Wu, Hua Huang