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2020 – today
- 2024
[j17]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): 20769-20783 (2024)- [j16]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): 25227-25238 (2024) - [j15]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): 27448-27462 (2024) - [j14]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): 219-227 (2024) - [j13]Yuxuan Chen, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Jianjun Wu, Ekram Hossain, Honggang Zhang:
NetGPT: An AI-Native Network Architecture for Provisioning Beyond Personalized Generative Services. IEEE Netw. 38(6): 404-413 (2024) - [j12]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): 1370-1384 (2024) - [j11]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): 1582-1596 (2024) - [c17]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: 99-104 - [c16]Gangtao Xin, Pingyi Fan, Khaled B. Letaief, Chenghui Peng:
Deep Conditional Generative Semantic Communication for Image Transmission. ICC Workshops 2024: 1073-1078 - [c15]Jingchen Peng, Boxiang Ren, Lu Yang, Chenghui Peng, Panpan Niu, Hao Wu:
QML-IB: Quantized Collaborative Intelligence between Multiple Devices and the Mobile Network. ISIT 2024: 2454-2459 - [c14]Yuchen Shi, Zheqi Zhu, Pingyi Fan, Khaled B. Letaief, Chenghui Peng:
FedNC: A Secure and Efficient Federated Learning Method with Network Coding. WCNC 2024: 1-6 - [i15]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 abs/2404.19358 (2024) - [i14]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 abs/2405.03372 (2024) - 2023
- [j10]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): 1205 (2023) - [j9]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): 9482-9497 (2023) - [j8]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:
6G Network AI Architecture for Everyone-Centric Customized Services. IEEE Netw. 37(5): 71-80 (2023) - [j7]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): 120-126 (2023) - [c13]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: 3003-3008 - [c12]Zheqi Zhu, Pingyi Fan, Chenghui Peng, Khaled B. Letaief:
Enhanced Federated Learning on Non-Iid Data via Local Importance Sampling. ICC Workshops 2023: 104-109 - [c11]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: 1250-1255 - [c10]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: 1-7 - [c9]Mohammad Bariq Khan, Xueli An, Chenghui Peng:
Towards Native Support for Federated Learning in 6G. WCNC 2023: 1-6 - [i13]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 abs/2303.06360 (2023) - [i12]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 abs/2303.13213 (2023) - [i11]Yuchen Shi, Zheqi Zhu, Pingyi Fan, Khaled B. Letaief, Chenghui Peng:
FedNC: A Secure and Efficient Federated Learning Method Inspired by Network Coding. CoRR abs/2305.03292 (2023) - [i10]Xingfu Yi, Rongpeng Li, Chenghui Peng, Fei Wang, Jianjun Wu, Zhifeng Zhao:
RHFedMTL: Resource-Aware Hierarchical Federated Multi-Task Learning. CoRR abs/2306.00675 (2023) - [i9]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 abs/2307.06148 (2023) - [i8]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 abs/2308.04198 (2023) - [i7]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 abs/2311.13106 (2023) - [i6]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 abs/2312.01546 (2023) - 2022
- [j6]Qingyang Zhou, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Honggang Zhang:
Semantic Communication With Adaptive Universal Transformer. IEEE Wirel. Commun. Lett. 11(3): 453-457 (2022) - [c8]Shuo Wan, Jiaxun Lu, Pingyi Fan, Yunfeng Shao, Chenghui Peng, Khaled B. Letaief:
How Global Observation embedding in Vertical-Horizontal Federated Learning. IWCMC 2022: 12-17 - [c7]Xingfu Yi, Rongpeng Li, Chenghui Peng, Jianjun Wu, Zhifeng Zhao:
HFedMTL: Hierarchical Federated Multi-Task Learning. PIMRC 2022: 1-6 - [i5]Zheqi Zhu, Pingyi Fan, Chenghui Peng, Khaled B. Letaief:
ISFL: Trustworthy Federated Learning for Non-i.i.d. Data with Local Importance Sampling. CoRR abs/2210.02119 (2022) - 2021
- [j5]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): 3622-3639 (2021) - [c6]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: 1-6 - [c5]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: 1-6 - [i4]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 abs/2103.02823 (2021) - [i3]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 abs/2105.00872 (2021) - [i2]Qingyang Zhou, Rongpeng Li, Zhifeng Zhao, Chenghui Peng, Honggang Zhang:
Semantic Communication with Adaptive Universal Transformer. CoRR abs/2108.09119 (2021) - [i1]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 abs/2112.01039 (2021)
2010 – 2019
- 2018
- [j4]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): 29-35 (2018) - 2017
- [c4]Emmanouil Pateromichelakis, Chenghui Peng:
Selection and Dimensioning of Slice-Based RAN Controller for Adaptive Radio Resource Management. WCNC 2017: 1-6 - 2015
- [j3]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): 14-23 (2015) - 2014
- [j2]Wei Tan, Jinfang Zhang, Chenghui Peng, Bin Xia, Yajun Kou:
SDN-enabled converged networks. IEEE Wirel. Commun. 21(6): 79-85 (2014) - 2012
- [c3]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: 1923-1927 - [c2]You Wang, Jun Bi, Chenghui Peng:
Global Resolution Service for mobility support in the internet. ICNP 2012: 1-2 - 2011
- [c1]You Wang, Jun Bi, Chenghui Peng, Hongyu Hu:
UNA: a new internet architecture for user-level multi-homing and mobility. CFI 2011: 13-18 - 2010
- [j1]Hong Li, Chenghui Peng, Bojie Li, Yuhua Chen, Wei Zhang, Jianjun Wu, Hua Huang:
User ID Routing Architecture. IEEE Veh. Technol. Mag. 5(1): 62-69 (2010)
Coauthor Index
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last updated on 2024-12-02 22:26 CET by the dblp team
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