Chenghui Peng

According to our database¹, Chenghui Peng authored at least 42 papers between 2010 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024

NetGPT: An AI-Native Network Architecture for Provisioning Beyond Personalized Generative Services.

[BibT_eX]

[DOI]

IEEE Netw., November, 2024

RHFedMTL: Resource-Aware Hierarchical Federated Multitask Learning.

[BibT_eX]

[DOI]

IEEE Internet Things J., July, 2024

SAM: An Efficient Approach With Selective Aggregation of Models in Federated Learning.

[BibT_eX]

[DOI]

IEEE Internet Things J., June, 2024

Learning Channel Capacity With Neural Mutual Information Estimator Based on Message Importance Measure.

[BibT_eX]

[DOI]

IEEE Trans. Commun., March, 2024

Task-Oriented 6G Native-AI Network Architecture.

[BibT_eX]

[DOI]

IEEE Netw., January, 2024

Stochastic Graph Neural Network-Based Value Decomposition for MARL in Internet of Vehicles.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2024

ISFL: Federated Learning for Non-i.i.d. Data With Local Importance Sampling.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2024

Snake Learning: A Communication- and Computation-Efficient Distributed Learning Framework for 6G.

[BibT_eX]

[DOI]

CoRR, 2024

FedNC: A Secure and Efficient Federated Learning Method with Network Coding.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

QML-IB: Quantized Collaborative Intelligence between Multiple Devices and the Mobile Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2024

Deep Conditional Generative Semantic Communication for Image Transmission.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications Workshops, 2024

Towards Efficient Federated Learning Framework via Selective Aggregation of Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications Workshops, 2024

2023

Integrated Communication and Computing Maritime Networks Design for Green Metaverse.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., October, 2023

6G Network AI Architecture for Everyone-Centric Customized Services.

[BibT_eX]

[DOI]

IEEE Netw., September, 2023

Towards Efficient Federated Learning: Layer-Wise Pruning-Quantization Scheme and Coding Design.

[BibT_eX]

[DOI]

Entropy, August, 2023

How Global Observation Works in Federated Learning: Integrating Vertical Training Into Horizontal Federated Learning.

[BibT_eX]

[DOI]

IEEE Internet Things J., June, 2023

Ten issues of NetGPT.

[BibT_eX]

[DOI]

CoRR, 2023

NetGPT: A Native-AI Network Architecture Beyond Provisioning Personalized Generative Services.

[BibT_eX]

[DOI]

CoRR, 2023

RHFedMTL: Resource-Aware Hierarchical Federated Multi-Task Learning.

[BibT_eX]

[DOI]

CoRR, 2023

FedNC: A Secure and Efficient Federated Learning Method Inspired by Network Coding.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Native Support for Federated Learning in 6G.

[BibT_eX]

[DOI]

Mohammad Bariq Khan

Xueli An

Chenghui Peng

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Stochastic Graph Neural Network-Based Value Decomposition for Multi-Agent Reinforcement Learning in Urban Traffic Control.

[BibT_eX]

[DOI]

Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

FedLP: Layer-Wise Pruning Mechanism for Communication-Computation Efficient Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Enhanced Federated Learning on Non-Iid Data via Local Importance Sampling.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Communications, 2023

Communication-Efficient Cooperative Multi-Agent PPO via Regulated Segment Mixture in Internet of Vehicles.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

2022

Semantic Communication With Adaptive Universal Transformer.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2022

ISFL: Trustworthy Federated Learning for Non-i.i.d. Data with Local Importance Sampling.

[BibT_eX]

[DOI]

CoRR, 2022

HFedMTL: Hierarchical Federated Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

How Global Observation embedding in Vertical-Horizontal Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 2022 International Wireless Communications and Mobile Computing, 2022

2021

Convergence Analysis and System Design for Federated Learning Over Wireless Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

How global observation works in Federated Learning: Integrating vertical training into Horizontal Federated Learning.

[BibT_eX]

[DOI]

CoRR, 2021

Toward Native Artificial Intelligence in 6G Networks: System Design, Architectures, and Paradigms.

[BibT_eX]

[DOI]

CoRR, 2021

Convergence analysis and Design principle for Federated learning in Wireless network.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2021

Network AI Management & Orchestration: A Federated Multi-task Learning Case.

[BibT_eX]

[DOI]

Proceedings of the IEEE Globecom 2021 Workshops, Madrid, Spain, December 7-11, 2021, 2021

2018

LAA as a Key Enabler in Slice-Aware 5G RAN: Challenges and Opportunities.

[BibT_eX]

[DOI]

Emmanouil Pateromichelakis

IEEE Commun. Stand. Mag., 2018

2017

Selection and Dimensioning of Slice-Based RAN Controller for Adaptive Radio Resource Management.

[BibT_eX]

[DOI]

Emmanouil Pateromichelakis

Chenghui Peng

Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

2015

5G wireless network: MyNET and SONAC.

[BibT_eX]

[DOI]

IEEE Netw., 2015

2014

SDN-enabled converged networks.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2014

2012

Global Resolution Service for mobility support in the internet.

[BibT_eX]

[DOI]

You Wang

Jun Bi

Chenghui Peng

Proceedings of the 20th IEEE International Conference on Network Protocols, 2012

A multimedia service migration protocol for single user multiple devices.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2012

2011

UNA: a new internet architecture for user-level multi-homing and mobility.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Future Internet Technologies, 2011

2010

User ID Routing Architecture.

[BibT_eX]

[DOI]

IEEE Veh. Technol. Mag., 2010

Chenghui Peng

Timeline

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