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Pengchao Han
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2020 – today
- 2024
- [j14]Pengchao Han, Xingyan Shi, Jianwei Huang:
FedAL: Black-Box Federated Knowledge Distillation Enabled by Adversarial Learning. IEEE J. Sel. Areas Commun. 42(11): 3064-3077 (2024) - [j13]Chuan Feng, Pengchao Han, Xu Zhang, Qihan Zhang, Yejun Liu, Lei Guo:
Dependency-Aware Task Reconfiguration and Offloading in Multi-Access Edge Cloud Networks. IEEE Trans. Mob. Comput. 23(10): 9271-9288 (2024) - [c12]Pengchao Han, Chao Huang, Xingyan Shi, Jianwei Huang, Xin Liu:
Incentivizing Participation in SplitFed Learning: Convergence Analysis and Model Versioning. ICDCS 2024: 846-856 - [c11]Pengchao Han, Shiqiang Wang, Yang Jiao, Jianwei Huang:
Federated Learning While Providing Model as a Service: Joint Training and Inference Optimization. INFOCOM 2024: 631-640 - [i8]Pengchao Han, Chao Huang, Geng Tian, Ming Tang, Xin Liu:
Convergence Analysis of Split Federated Learning on Heterogeneous Data. CoRR abs/2402.15166 (2024) - 2023
- [j12]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): 46-52 (2023) - [j11]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): 38-43 (2023) - [j10]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): 292-304 (2023) - [c10]Chao Huang, Pengchao Han, Jianwei Huang:
Incentive Mechanism Design for Distributed Ensemble Learning. GLOBECOM 2023: 344-350 - [i7]Bing Luo, Xiaomin Ouyang, Peng Sun, Pengchao Han, Ningning Ding, Jianwei Huang:
Optimization Design for Federated Learning in Heterogeneous 6G Networks. CoRR abs/2303.08322 (2023) - [i6]Xucong Wang, Pengchao Han, Lei Guo:
Lightweight Self-Knowledge Distillation with Multi-source Information Fusion. CoRR abs/2305.09183 (2023) - [i5]Chao Huang, Pengchao Han, Jianwei Huang:
Incentive Mechanism Design for Distributed Ensemble Learning. CoRR abs/2310.08792 (2023) - [i4]Pengchao Han, Xingyan Shi, Jianwei Huang:
FedAL: Black-Box Federated Knowledge Distillation Enabled by Adversarial Learning. CoRR abs/2311.16584 (2023) - [i3]Pengchao Han, Shiqiang Wang, Yang Jiao, Jianwei Huang:
Federated Learning While Providing Model as a Service: Joint Training and Inference Optimization. CoRR abs/2312.12863 (2023) - 2022
- [j9]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: 103366 (2022) - [j8]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): 12275-12290 (2022) - 2021
- [j7]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): 10557-10572 (2021) - [c9]Pengchao Han, Jihong Park, Shiqiang Wang, Yejun Liu:
Robustness and Diversity Seeking Data-Free Knowledge Distillation. ICASSP 2021: 2740-2744 - [c8]Qingyu Wei, Pengchao Han, Yejun Liu:
Mobility-Aware Multi-Instance VNF Placement in Mobile Edge Computing Networks. IWCMC 2021: 1303-1308 - 2020
- [c7]Pengchao Han, Shiqiang Wang, Kin K. Leung:
Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach. ICDCS 2020: 300-310 - [c6]Pengchao Han, Lei Guo, Yejun Liu:
VNE2: A Virtual Network Embedding Framework Based on Equivalent Bandwidth in Fiber-Wireless Enhanced 5G Networks. ICTON 2020: 1-4 - [c5]Pengchao Han, Shiqiang Wang, Kin K. Leung:
Capacity Analysis of Distributed Computing Systems with Multiple Resource Types. WCNC 2020: 1-6 - [i2]Pengchao Han, Shiqiang Wang, Kin K. Leung:
Adaptive Gradient Sparsification for Efficient Federated Learning: An Online Learning Approach. CoRR abs/2001.04756 (2020) - [i1]Pengchao Han, Jihong Park, Shiqiang Wang, Yejun Liu:
Robustness and Diversity Seeking Data-Free Knowledge Distillation. CoRR abs/2011.03749 (2020)
2010 – 2019
- 2019
- [j6]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: 65007-65018 (2019) - [j5]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: 65506-65517 (2019) - 2018
- [j4]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: 30-48 (2018) - 2017
- [c4]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: 1-4 - 2016
- [j3]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): 559-567 (2016) - [j2]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): 310-319 (2016) - [c3]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: 1-7 - 2014
- [j1]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: 217-225 (2014) - [c2]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: 112-115 - [c1]Yejun Liu, Lei Guo, Pengchao Han, Yinpeng Yu:
Failure dependency-based protection scheme for multi-segment fiber-wireless (FiWi) access network. ICCC 2014: 141-145
Coauthor Index
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