Pengchao Han

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 28

Top Topics

Online Learning

Protection Scheme

Top Venues

Photonic Netw. Commun.

Publications

Pengchao Han, Chao Huang, Geng Tian, Ming Tang, Xin Liu
Convergence Analysis of Split Federated Learning on Heterogeneous Data. CoRR (2024)
Pengchao Han, Shiqiang Wang, Yang Jiao, Jianwei Huang
Federated Learning While Providing Model as a Service: Joint Training and Inference Optimization. INFOCOM (2024)
Pengchao Han, Xingyan Shi, Jianwei Huang
FedAL: Black-Box Federated Knowledge Distillation Enabled by Adversarial Learning. CoRR (2023)
Xucong Wang, Pengchao Han, Lei Guo
Lightweight Self-Knowledge Distillation with Multi-source Information Fusion. CoRR (2023)
Bing Luo, Xiaomin Ouyang, Peng Sun, Pengchao Han, Ningning Ding, Jianwei Huang
Optimization Design for Federated Learning in Heterogeneous 6G Networks. CoRR (2023)
Pengchao Han, Shiqiang Wang, Yang Jiao, Jianwei Huang
Federated Learning While Providing Model as a Service: Joint Training and Inference Optimization. CoRR (2023)
Bing Luo, Pengchao Han, Peng Sun, Xiaomin Ouyang, Jianwei Huang, Ningning Ding
Optimization Design for Federated Learning in Heterogeneous 6G Networks. IEEE Netw. 37 (2) (2023)
Xu Zhang, Pengchao Han, Chuan Feng, Tianchun Ma, Lei Guo
Multi-Dimensional Resource Orchestration Toward Edge Intelligence in 6G Networks. IEEE Commun. Mag. 61 (12) (2023)
Chuan Feng, Pengchao Han, Xu Zhang, Qihan Zhang, Yue Zong, Yejun Liu, Lei Guo
Cost-Minimized Computation Offloading of Online Multifunction Services in Collaborative Edge-Cloud Networks. IEEE Trans. Netw. Serv. Manag. 20 (1) (2023)
Chao Huang, Pengchao Han, Jianwei Huang
Incentive Mechanism Design for Distributed Ensemble Learning. GLOBECOM (2023)
Chao Huang, Pengchao Han, Jianwei Huang
Incentive Mechanism Design for Distributed Ensemble Learning. CoRR (2023)
Pengchao Han, Yejun Liu, Xu Zhang, Lei Guo
Energy-Efficient Service Placement Based on Equivalent Bandwidth in Cell Zooming Enabled Mobile Edge Cloud Networks. IEEE Trans. Veh. Technol. 71 (11) (2022)
Chuan Feng, Pengchao Han, Xu Zhang, Bowen Yang, Yejun Liu, Lei Guo
Computation offloading in mobile edge computing networks: A survey. J. Netw. Comput. Appl. 202 (2022)
Qingyu Wei, Pengchao Han, Yejun Liu
Mobility-Aware Multi-Instance VNF Placement in Mobile Edge Computing Networks. IWCMC (2021)
Pengchao Han, Jihong Park, Shiqiang Wang, Yejun Liu
Robustness and Diversity Seeking Data-Free Knowledge Distillation. ICASSP (2021)
Pengchao Han, Yejun Liu, Lei Guo
Interference-Aware Online Multicomponent Service Placement in Edge Cloud Networks and its AI Application. IEEE Internet Things J. 8 (13) (2021)
Pengchao Han, Shiqiang Wang, Kin K. Leung
Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach. ICDCS (2020)
Pengchao Han, Shiqiang Wang, Kin K. Leung
Capacity Analysis of Distributed Computing Systems with Multiple Resource Types. WCNC (2020)
Pengchao Han, Lei Guo, Yejun Liu
: A Virtual Network Embedding Framework Based on Equivalent Bandwidth in Fiber-Wireless Enhanced 5G Networks. ICTON (2020)
Pengchao Han, Jihong Park, Shiqiang Wang, Yejun Liu
Robustness and Diversity Seeking Data-Free Knowledge Distillation. CoRR (2020)
Pengchao Han, Shiqiang Wang, Kin K. Leung
Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach. CoRR (2020)
Yejun Liu, Pengchao Han, Jian Hou, Jianbo Zheng
Resource-Efficiently Survivable IoT Services Provisioning via Virtual Network Embedding in Fiber-Wireless Access Network. IEEE Access 7 (2019)
Yejun Liu, Yahe Yang, Pengchao Han, Zeyu Shao, Chengming Li
Virtual Network Embedding in Fiber-Wireless Access Networks for Resource-Efficient IoT Service Provisioning. IEEE Access 7 (2019)
Pengchao Han, Yejun Liu, Lei Guo
QoS satisfaction aware and network reconfiguration enabled resource allocation for virtual network embedding in Fiber-Wireless access network. Comput. Networks 143 (2018)
Pengchao Han, Lei Guo, Yejun Liu
Green virtual network embedding framework based on zooming small cells in Fiber-Wireless access network for 5G. ICTON (2017)
Yinpeng Yu, Yejun Liu, Pengchao Han, Yufang Zhou
Survivable deployment of cloud-integrated fiber-wireless networks against multi-fiber failure. Photonic Netw. Commun. 31 (3) (2016)
Yejun Liu, Yinpeng Yu, Pengchao Han
Joint wireless and optical resources allocation for availability-guaranteed service in survivable fiber-wireless access network. Photonic Netw. Commun. 32 (2) (2016)
Pengchao Han, Lei Guo, Yejun Liu, Xuetao Wei, Jian Hou, Xu Han
A new virtual network embedding framework based on QoS satisfaction and network reconfiguration for fiber-wireless access network. ICC (2016)
Yejun Liu, Lei Guo, Pengchao Han, Yinpeng Yu
Failure dependency-based protection scheme for multi-segment fiber-wireless (FiWi) access network. ICCC (2014)
Yinpeng Yu, Yejun Liu, Yufang Zhou, Pengchao Han
Planning of survivable cloud-integrated Wireless-Optical Broadband Access Network against distribution fiber failure. Opt. Switch. Netw. 14 (2014)
Qing Cai, Weigang Hou, Cunqian Yu, Pengchao Han, Lincong Zhang, Lei Guo
Design and OPNET implementation of routing algorithm in 3D optical network on chip. ICCC (2014)