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2020 – today
- 2024
[j131]Binbin Hu, Pan Zhou, Hongfang Yu
, Yueyue Dai, Ming Wang, Shengbo Tan, Ying Sun:
LeaNet: Lightweight U-shaped architecture for high-performance skin cancer image segmentation. Comput. Biol. Medicine 169: 107919 (2024)- [j130]Ling Liu, Pan Zhou, Gang Sun, Xi Chen, Tao Wu, Hongfang Yu, Mohsen Guizani:
Topologies in distributed machine learning: Comprehensive survey, recommendations and future directions. Neurocomputing 567: 127009 (2024) - [j129]Zhiying Wang, Gang Sun, Hanyue Su, Hongfang Yu, Bo Lei, Mohsen Guizani:
Low-Latency Scheduling Approach for Dependent Tasks in MEC-Enabled 5G Vehicular Networks. IEEE Internet Things J. 11(4): 6278-6289 (2024) - [j128]Haoxiang Luo, Xiangyue Yang, Hongfang Yu, Gang Sun, Bo Lei, Mohsen Guizani:
Performance Analysis and Comparison of Nonideal Wireless PBFT and RAFT Consensus Networks in 6G Communications. IEEE Internet Things J. 11(6): 9752-9765 (2024) - [j127]Qingqing Cai, Jinghui Chen, Deyu Luo, Gang Sun, Hongfang Yu, Mohsen Guizani:
Deter-Pay: A Deterministic Routing Protocol in Concurrent Payment Channel Network. IEEE Internet Things J. 11(19): 31206-31220 (2024) - [j126]Deyu Luo, Youchi Zhang, Gang Sun, Hongfang Yu, Dusit Niyato:
An Efficient Consensus Algorithm for Blockchain-Based Cross-Domain Authentication in Bandwidth-Constrained Wide-Area IoT Networks. IEEE Internet Things J. 11(19): 31917-31931 (2024) - [j125]Zheshun Wu, Zenglin Xu, Hongfang Yu, Jie Liu:
Information-Theoretic Generalization Analysis for Topology-Aware Heterogeneous Federated Edge Learning Over Noisy Channels. IEEE Signal Process. Lett. 31: 691-695 (2024) - [j124]Qing Li, Yuhui Wang, Gang Sun, Long Luo, Hongfang Yu:
Joint Demand Forecasting and Network Slice Pricing for Profit Maximization in Network Slicing. IEEE Trans. Netw. Sci. Eng. 11(2): 1496-1509 (2024) - [j123]Haoxiang Luo, Gang Sun, Hongfang Yu, Bo Lei, Mohsen Guizani:
An Energy-Efficient Wireless Blockchain Sharding Scheme for PBFT Consensus. IEEE Trans. Netw. Sci. Eng. 11(3): 3015-3027 (2024) - [j122]Haoxiang Luo, Yifan Wu, Gang Sun, Hongfang Yu, Mohsen Guizani:
ESCM: An Efficient and Secure Communication Mechanism for UAV Networks. IEEE Trans. Netw. Serv. Manag. 21(3): 3124-3139 (2024) - [j121]Deyu Luo, Qingqing Cai, Gang Sun, Hongfang Yu, Dusit Niyato:
Split-Chain-Based Efficient Blockchain-Assisted Cross-Domain Authentication for IoT. IEEE Trans. Netw. Serv. Manag. 21(3): 3209-3223 (2024) - [j120]Miao Dai, Gang Sun, Hongfang Yu, Dusit Niyato:
Maximize the Long-Term Average Revenue of Network Slice Provider via Admission Control Among Heterogeneous Slices. IEEE/ACM Trans. Netw. 32(1): 745-760 (2024) - [j119]Haoxiang Luo, Jin Zhang, Xinling Li, Zonghang Li, Hongfang Yu, Gang Sun, Dusit Niyato:
ESIA: An Efficient and Stable Identity Authentication for Internet of Vehicles. IEEE Trans. Veh. Technol. 73(4): 5602-5615 (2024) - [c80]Jingzhao Xie, Chongxi Ma, Hongfang Yu, Long Luo, Gang Sun:
Analysis and Optimization for Passive One-way Delay Measurement Tax in Container Networks. CLOUD 2024: 247-255 - [c79]Junqiang Li, Senyi Li, Keyao Li, Falin Luo, Hongfang Yu, Shanshan Li, Xiang Li:
ECFuzz: Effective Configuration Fuzzing for Large-Scale Systems. ICSE 2024: 48:1-48:12 - [c78]Tie Ma, Long Luo, Hongfang Yu, Xi Chen, Jingzhao Xie, Chongxi Ma, Yunhan Xie, Gang Sun, Tianxi Wei, Li Chen, Yanwei Xu, Nicholas Zhang:
Klonet: an Easy-to-Use and Scalable Platform for Computer Networks Education. NSDI 2024 - [c77]Jiahao Guo, Dongxu Wu, Chongxi Ma, Hongfang Yu, Gang Sun, Long Luo, Yanwei Xu, Nicholas Zhang:
Poster: A Hybrid Virtual-Real Emulation Platform for Computer Network Education. SIGCOMM (Posters and Demos) 2024: 45-47 - [c76]Kecheng Gong, Yichen He, Yifan Feng, Hongfang Yu, Jingshan Duan, Jian Sun, Long Luo:
Demo: Klonet-sat: A Comprehensive Platform for Satellite Network Education. SIGCOMM (Posters and Demos) 2024: 113-115 - [c75]Xingjian Cao, Zonghang Li, Gang Sun, Hongfang Yu:
Collaborative Multimodal Vehicular Transformer Training Using Federated Learning. VTC Spring 2024: 1-5 - [c74]Runze Zheng, Haoxiang Luo, Gang Sun, Hongfang Yu:
DHBN: An Efficient Broadcast Protocol for Blockchain Networks in Highly Dynamic Heterogeneous Environment. WCNC 2024: 1-6 - [i27]Shihao Jiang, Yu Zhang, Junqiang Li, Hongfang Yu, Long Luo, Gang Sun:
A Survey of Network Protocol Fuzzing: Model, Techniques and Directions. CoRR abs/2402.17394 (2024) - [i26]Tianqi Jiang, Haoxiang Luo, Kun Yang, Gang Sun, Hongfang Yu, Qi Huang:
Blockchain for Energy Market: A Comprehensive Survey. CoRR abs/2403.20045 (2024) - [i25]Zonghang Li, Wenjiao Feng, Weibo Cai, Hongfang Yu, Long Luo, Gang Sun, Hongyang Du, Dusit Niyato:
Accelerating Geo-distributed Machine Learning with Network-Aware Adaptive Tree and Auxiliary Route. CoRR abs/2404.11352 (2024) - [i24]Miao Dai, Gang Sun, Hongfang Yu, Sheng Wang, Dusit Niyato:
User Association and Channel Allocation in 5G Mobile Asymmetric Multi-band Heterogeneous Networks. CoRR abs/2405.18797 (2024) - [i23]Haoxiang Luo, Gang Sun, Cheng Chi, Hongfang Yu, Mohsen Guizani:
Convergence of Symbiotic Communications and Blockchain for Sustainable and Trustworthy 6G Wireless Networks. CoRR abs/2408.05776 (2024) - 2023
- [j118]Tongyu Song, Xuebin Tan, Jing Ren, Wenyu Hu, Sheng Wang, Shizhong Xu, Xiong Wang, Gang Sun, Hongfang Yu:
DRAM: A DRL-based resource allocation scheme for MAR in MEC. Digit. Commun. Networks 9(3): 723-733 (2023) - [j117]Xingjian Cao, Gang Sun, Hongfang Yu, Mohsen Guizani:
PerFED-GAN: Personalized Federated Learning via Generative Adversarial Networks. IEEE Internet Things J. 10(5): 3749-3762 (2023) - [j116]Mochan Fan, Kailai Ji, Zhaofeng Zhang, Hongfang Yu, Gang Sun:
Lightweight Privacy and Security Computing for Blockchained Federated Learning in IoT. IEEE Internet Things J. 10(18): 16048-16060 (2023) - [j115]Liangjun Song, Gang Sun, Hongfang Yu, Mohsen Guizani:
SD-AETO: Service-Deployment-Enabled Adaptive Edge Task Offloading Scheme in MEC. IEEE Internet Things J. 10(21): 19296-19311 (2023) - [j114]Xingjian Cao, Zonghang Li, Gang Sun, Hongfang Yu, Mohsen Guizani:
Cross-silo heterogeneous model federated multitask learning. Knowl. Based Syst. 265: 110347 (2023) - [j113]Shenglai Zeng, Zonghang Li, Hongfang Yu, Zhihao Zhang, Long Luo, Bo Li, Dusit Niyato:
HFedMS: Heterogeneous Federated Learning With Memorable Data Semantics in Industrial Metaverse. IEEE Trans. Cloud Comput. 11(3): 3055-3069 (2023) - [j112]Shouxi Luo, Pingzhi Fan, Huanlai Xing, Hongfang Yu:
Meeting Coflow Deadlines in Data Center Networks With Policy-Based Selective Completion. IEEE/ACM Trans. Netw. 31(1): 178-191 (2023) - [j111]Long Luo, Qixuan Jin, Jingzhao Xie, Gang Sun, Hongfang Yu:
Cost-Efficient Scheduling of Multicast Transfers With Deadline Guarantees Across Edge Datacenters. IEEE Trans. Serv. Comput. 16(1): 191-205 (2023) - [j110]Huaman Zhou, Zonghang Li, Hongfang Yu, Long Luo, Gang Sun:
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs. IEEE Trans. Serv. Comput. 16(6): 4115-4127 (2023) - [j109]Mochan Fan, Zhipeng Zhang, Zonghang Li, Gang Sun, Hongfang Yu, Mohsen Guizani:
Blockchain-Based Decentralized and Lightweight Anonymous Authentication for Federated Learning. IEEE Trans. Veh. Technol. 72(9): 12075-12086 (2023) - [c73]Haoxiang Luo, Qianqian Zhang, Hongfang Yu, Gang Sun, Shizhong Xu:
Symbiotic PBFT Consensus: Cognitive Backscatter Communications-enabled Wireless PBFT Consensus. GLOBECOM 2023: 910-915 - [c72]Long Luo, Shulin Yang, Hao Wu, Hongfang Yu, Bo Lei, Shuai Gao:
Maximizing Aggregation Throughput for Distributed Training with Constrained In-Network Computing. ICC 2023: 3652-3657 - [c71]Qingqing Cai, Gang Sun, Hongfang Yu, Long Luo:
High Throughput Routing Path Selection for Payment Channel Network. ISCC 2023: 1129-1134 - [c70]Haoxiang Luo, Xiangyue Yang, Hongfang Yu, Gang Sun, Shizhong Xu, Long Luo:
Performance Analysis of Non-ideal Wireless PBFT Networks with mmWave and Terahertz Signals. MetaCom 2023: 104-108 - [c69]Huaman Zhou, Yihong He, Zhihao Zhang, Long Luo, Hongfang Yu, Gang Sun:
FedGSync: Jointly Optimized Weak Synchronization and Gradient Transmission for Fast Distributed Machine Learning in Heterogeneous WAN. SMC 2023: 2075-2080 - [i22]Haoxiang Luo, Xiangyue Yang, Hongfang Yu, Gang Sun, Shizhong Xu, Long Luo:
Performance Analysis of Non-ideal Wireless PBFT Networks with mmWave and Terahertz Signals. CoRR abs/2303.15759 (2023) - [i21]Haoxiang Luo, Xiangyue Yang, Hongfang Yu, Gang Sun, Shizhong Xu, Bo Lei:
Performance Analysis and Comparison of Non-ideal Wireless PBFT and RAFT Consensus Networks in 6G Communications. CoRR abs/2304.08697 (2023) - [i20]Miao Dai, Gang Sun, Hongfang Yu, Dusit Niyato:
Maximize the Long-term Average Revenue of Network Slice Provider via Admission Control Among Heterogeneous Slices. CoRR abs/2304.10057 (2023) - [i19]Haoxiang Luo, Yifan Wu, Gang Sun, Hongfang Yu, Shizhong Xu, Mohsen Guizani:
ESCM: An Efficient and Secure Communication Mechanism for UAV Networks. CoRR abs/2304.13244 (2023) - [i18]Haoxiang Luo, Jin Zhang, Xinling Li, Zonghang Li, Hongfang Yu, Gang Sun, Dusit Niyato:
ESIA: An Efficient and Stable Identity Authentication for Internet of Vehicles. CoRR abs/2305.17377 (2023) - [i17]Haoxiang Luo, Qianqian Zhang, Hongfang Yu, Gang Sun, Shizhong Xu:
Symbiotic PBFT Consensus: Cognitive Backscatter Communications-enabled Wireless PBFT Consensus. CoRR abs/2309.16692 (2023) - [i16]Zheshun Wu, Zenglin Xu, Hongfang Yu, Jie Liu:
Information-Theoretic Generalization Analysis for Topology-aware Heterogeneous Federated Edge Learning over Noisy Channels. CoRR abs/2310.16407 (2023) - [i15]Haoxiang Luo, Qianqian Zhang, Gang Sun, Hongfang Yu, Dusit Niyato:
Symbiotic Blockchain Consensus: Cognitive Backscatter Communications-enabled Wireless Blockchain Consensus. CoRR abs/2312.08899 (2023) - 2022
- [j108]Jingzhao Xie, Run Zhou, Gang Sun, Jian Sun, Hongfang Yu:
Fast recovery for online service function chaining interruption using adaptive migration. Clust. Comput. 25(2): 1321-1339 (2022) - [j107]Long Luo, Jingcui Feng, Hongfang Yu, Gang Sun:
Blockchain-Enabled Two-Way Auction Mechanism for Electricity Trading in Internet of Electric Vehicles. IEEE Internet Things J. 9(11): 8105-8118 (2022) - [j106]Zonghang Li, Yihong He, Hongfang Yu, Jiawen Kang, Xiaoping Li, Zenglin Xu, Dusit Niyato:
Data Heterogeneity-Robust Federated Learning via Group Client Selection in Industrial IoT. IEEE Internet Things J. 9(18): 17844-17857 (2022) - [j105]Xi Chen, Gang Sun, Tao Wu, Ling Liu, Hongfang Yu, Mohsen Guizani:
RANCE: A Randomly Centralized and On-Demand Clustering Protocol for Mobile Ad Hoc Networks. IEEE Internet Things J. 9(23): 23639-23658 (2022) - [j104]Long Luo, Klaus-Tycho Foerster, Stefan Schmid, Hongfang Yu:
Optimizing multicast flows in high-bandwidth reconfigurable datacenter networks. J. Netw. Comput. Appl. 203: 103399 (2022) - [j103]Ling Liu, Liangjun Song, Xi Chen, Hongfang Yu, Gang Sun:
Accelerating model synchronization for distributed machine learning in an optical wide area network. JOCN 14(10): 852-865 (2022) - [j102]Long Luo, Yijing Kong, Mohammad Noormohammadpour, Zilong Ye, Gang Sun, Hongfang Yu, Bo Li:
Deadline-Aware Fast One-to-Many Bulk Transfers over Inter-Datacenter Networks. IEEE Trans. Cloud Comput. 10(1): 304-321 (2022) - [j101]Junqiang Li, Senyi Li, Gang Sun, Ting Chen, Hongfang Yu:
SNPSFuzzer: A Fast Greybox Fuzzer for Stateful Network Protocols Using Snapshots. IEEE Trans. Inf. Forensics Secur. 17: 2673-2687 (2022) - [j100]Long Luo, Li Sheng, Hongfang Yu, Gang Sun:
Intersection-Based V2X Routing via Reinforcement Learning in Vehicular Ad Hoc Networks. IEEE Trans. Intell. Transp. Syst. 23(6): 5446-5459 (2022) - [j99]Gang Sun, Li Sheng, Long Luo, Hongfang Yu:
Game Theoretic Approach for Multipriority Data Transmission in 5G Vehicular Networks. IEEE Trans. Intell. Transp. Syst. 23(12): 24672-24685 (2022) - [j98]Miao Dai, Long Luo, Jing Ren, Hongfang Yu, Gang Sun:
PSACCF: Prioritized Online Slice Admission Control Considering Fairness in 5G/B5G Networks. IEEE Trans. Netw. Sci. Eng. 9(6): 4101-4114 (2022) - [j97]Yihong He, Weibo Cai, Pan Zhou, Gang Sun, Shouxi Luo, Hongfang Yu, Mohsen Guizani:
Beamer: Stage-Aware Coflow Scheduling to Accelerate Hyper-Parameter Tuning in Deep Learning Clusters. IEEE Trans. Netw. Serv. Manag. 19(2): 1083-1097 (2022) - [j96]Zonghang Li, Huaman Zhou, Tianyao Zhou, Hongfang Yu, Zenglin Xu, Gang Sun:
ESync: Accelerating Intra-Domain Federated Learning in Heterogeneous Data Centers. IEEE Trans. Serv. Comput. 15(4): 2261-2274 (2022) - [c68]Shenglai Zeng, Zonghang Li, Hongfang Yu, Yihong He, Zenglin Xu, Dusit Niyato, Han Yu:
Heterogeneous Federated Learning via Grouped Sequential-to-Parallel Training. DASFAA (2) 2022: 455-471 - [c67]Jiawei Wu, Senyi Li, Junqiang Li, Long Luo, Hongfang Yu, Gang Sun:
DeepCov: Coverage Guided Deep Learning Framework Fuzzing. DSC 2022: 399-404 - [c66]Tie Ma, Jin Zhang, Long Luo, Hongfang Yu, Gang Sun, Jian Sun:
vNetRadar: Lightweight and Network-Wide Traffic Measurement in Virtual Networks. GLOBECOM 2022: 5741-5746 - [c65]Junqiang Li, Senyi Li, Jiawei Wu, Long Luo, Yang Bai, Hongfang Yu:
MMOS: Multi-Staged Mutation Operator Scheduling for Deep Learning Library Testing. GLOBECOM 2022: 6103-6108 - [c64]Shouxi Luo, Pingzhi Fan, Huanlai Xing, Long Luo, Hongfang Yu:
Eliminating Communication Bottlenecks in Cross-Device Federated Learning with In-Network Processing at the Edge. ICC 2022: 4601-4606 - [c63]Shouxi Luo, Pingzhi Fan, Ke Li, Huanlai Xing, Long Luo, Hongfang Yu:
Fast Parameter Synchronization for Distributed Learning with Selective Multicast. ICC 2022: 4775-4780 - [c62]Xiangyue Yang, Haoxiang Luo, Jingshan Duan, Hongfang Yu:
Ultra Reliable and Low Latency Authentication Scheme for Internet of Vehicles Based on Blockchain. INFOCOM Workshops 2022: 1-5 - [c61]Long Luo, Linjian Yu, Tie Ma, Hongfang Yu:
Flexible and Efficient Multicast Transfers in Inter-Datacenter Networks. IWQoS 2022: 1-10 - [c60]Long Luo, Qingqing Cai, Zonghang Li, Hongfang Yu:
Joint Client Selection and Resource Allocation for Federated Learning in Mobile Edge Networks. WCNC 2022: 1218-1223 - [i14]Shenglai Zeng, Zonghang Li, Hongfang Yu, Yihong He, Zenglin Xu, Dusit Niyato, Han Yu:
Heterogeneous Federated Learning via Grouped Sequential-to-Parallel Training. CoRR abs/2201.12976 (2022) - [i13]Zonghang Li, Yihong He, Hongfang Yu, Jiawen Kang, Xiaoping Li, Zenglin Xu, Dusit Niyato:
Data Heterogeneity-Robust Federated Learning via Group Client Selection in Industrial IoT. CoRR abs/2202.01512 (2022) - [i12]Junqiang Li, Senyi Li, Gang Sun, Ting Chen, Hongfang Yu:
SNPSFuzzer: A Fast Greybox Fuzzer for Stateful Network Protocols using Snapshots. CoRR abs/2202.03643 (2022) - [i11]Miao Dai, Long Luo, Jing Ren, Hongfang Yu, Gang Sun:
PSACCF: Prioritized Online Slice Admission Control Considering Fairness in 5G/B5G Networks. CoRR abs/2202.05447 (2022) - [i10]Xingjian Cao, Zonghang Li, Hongfang Yu, Gang Sun:
CoFED: Cross-silo Heterogeneous Federated Multi-task Learning via Co-training. CoRR abs/2202.08603 (2022) - [i9]Xingjian Cao, Gang Sun, Hongfang Yu, Mohsen Guizani:
PerFED-GAN: Personalized Federated Learning via Generative Adversarial Networks. CoRR abs/2202.09155 (2022) - [i8]Liangjun Song, Gang Sun, Hongfang Yu, Mohsen Guizani:
SD-AETO: Service Deployment Enabled Adaptive Edge Task Offloading in MEC. CoRR abs/2205.03081 (2022) - [i7]Shenglai Zeng, Zonghang Li, Hongfang Yu, Zhihao Zhang, Long Luo, Bo Li, Dusit Niyato:
HFedMS: Heterogeneous Federated Learning with Memorable Data Semantics in Industrial Metaverse. CoRR abs/2211.03300 (2022) - 2021
- [j95]Dongcheng Zhao, Long Luo, Hongfang Yu, Victor Chang, Rajkumar Buyya, Gang Sun:
Security-SLA-guaranteed service function chain deployment in cloud-fog computing networks. Clust. Comput. 24(3): 2479-2494 (2021) - [j94]Huaman Zhou, Zonghang Li, Qingqing Cai, Hongfang Yu, Shouxi Luo, Long Luo, Gang Sun:
DGT: A contribution-aware differential gradient transmission mechanism for distributed machine learning. Future Gener. Comput. Syst. 121: 35-47 (2021) - [j93]Gang Sun, Liangjun Song, Hongfang Yu, Xiaojiang Du, Mohsen Guizani:
A Two-Tier Collection and Processing Scheme for Fog-Based Mobile Crowdsensing in the Internet of Vehicles. IEEE Internet Things J. 8(3): 1971-1984 (2021) - [j92]Gang Sun, Miao Dai, Jian Sun, Hongfang Yu:
Voting-Based Decentralized Consensus Design for Improving the Efficiency and Security of Consortium Blockchain. IEEE Internet Things J. 8(8): 6257-6272 (2021) - [j91]Xiaoqiong Xu, Xiaonan Wang, Zonghang Li, Hongfang Yu, Gang Sun, Sabita Maharjan, Yan Zhang:
Mitigating Conflicting Transactions in Hyperledger Fabric-Permissioned Blockchain for Delay-Sensitive IoT Applications. IEEE Internet Things J. 8(13): 10596-10607 (2021) - [j90]Ke Zhang, Hanbo Ying, Hong-Ning Dai, Lin Li, Yuanyuan Peng, Keyi Guo, Hongfang Yu:
Compacting Deep Neural Networks for Internet of Things: Methods and Applications. IEEE Internet Things J. 8(15): 11935-11959 (2021) - [j89]Xiaoqiong Xu, Gang Sun, Long Luo, Huilong Cao, Hongfang Yu, Athanasios V. Vasilakos:
Latency performance modeling and analysis for hyperledger fabric blockchain network. Inf. Process. Manag. 58(1): 102436 (2021) - [j88]Zonghang Li, Hongfang Yu, Tianyao Zhou, Long Luo, Mochan Fan, Zenglin Xu, Gang Sun:
Byzantine Resistant Secure Blockchained Federated Learning at the Edge. IEEE Netw. 35(4): 295-301 (2021) - [j87]Gang Sun, Long Luo, Kai Wang, Hongfang Yu:
Toward Improving QoS and Energy Efficiency in Wireless Body Area Networks. IEEE Syst. J. 15(1): 865-876 (2021) - [j86]Gang Sun, Zhu Xu, Hongfang Yu, Victor Chang:
Dynamic Network Function Provisioning to Enable Network in Box for Industrial Applications. IEEE Trans. Ind. Informatics 17(10): 7155-7164 (2021) - [j85]Hongfang Yu, Zhenrong Chen, Gang Sun, Xiaojiang Du, Mohsen Guizani:
Profit Maximization of Online Service Function Chain Orchestration in an Inter-Datacenter Elastic Optical Network. IEEE Trans. Netw. Serv. Manag. 18(1): 973-985 (2021) - [j84]Huaman Zhou, Weibo Cai, Zonghang Li, Hongfang Yu, Ling Liu, Long Luo, Gang Sun:
TSEngine: Enable Efficient Communication Overlay in Distributed Machine Learning in WANs. IEEE Trans. Netw. Serv. Manag. 18(4): 4846-4859 (2021) - [c59]Xiangzhong Shen, Jieyi Zhang, Xiaonan Wang, Hongfang Yu, Gang Sun:
Deep Learning Framework Fuzzing Based on Model Mutation. DSC 2021: 375-380 - [c58]Long Luo, Yuchen Zhang, Qixuan Jin, Hongfang Yu, Gang Sun, Shouxi Luo:
Fast Synchronization of Model Updates for Collaborative Learning in Micro-Clouds. HPCC/DSS/SmartCity/DependSys 2021: 831-836 - [c57]Pan Zhou, Qian Lin, Dumitrel Loghin, Beng Chin Ooi, Yuncheng Wu, Hongfang Yu:
Communication-efficient Decentralized Machine Learning over Heterogeneous Networks. ICDE 2021: 384-395 - [c56]Mochan Fan, Hongfang Yu, Gang Sun:
Privacy-preserving Aggregation Scheme for Blockchained Federated Learning in IoT. UCET 2021: 129-132 - [c55]Yuchen Zhang, Xingjian Cao, Hongfang Yu, Gang Sun:
Service Function Chain Deployment Based on Candidate Paths. UCET 2021: 139-145 - [c54]Xiaoqiong Xu, Gang Sun, Hongfang Yu:
An Efficient Blockchain PBFT Consensus Protocol in Energy Constrained IoT Applications. UCET 2021: 152-157 - [c53]Senyi Li, Junqiang Li, Jingxuan Fu, Mingwu Xue, Hongfang Yu, Gang Sun:
Protocol Fuzzing With Specification Guided Message Generation. UCET 2021: 164-170 - [i6]Ke Zhang, Hanbo Ying, Hong-Ning Dai, Lin Li, Yuangyuang Peng, Keyi Guo, Hongfang Yu:
Compacting Deep Neural Networks for Internet of Things: Methods and Applications. CoRR abs/2103.11083 (2021) - 2020
- [j83]Gang Sun, Yu Li, Hongfang Yu, Victor Chang:
Attention distribution guided information transfer networks for recommendation in practice. Appl. Soft Comput. 97(Part): 106772 (2020) - [j82]Xiaoqiong Xu, Jin Li, Hongfang Yu, Long Luo, Xuetao Wei, Gang Sun:
Towards Yo-Yo attack mitigation in cloud auto-scaling mechanism. Digit. Commun. Networks 6(3): 369-376 (2020) - [j81]Xi Chen, Hongfang Yu, Shizhong Xu, Xiaojiang Du:
CompRess: Composing overlay service resources for end-to-end network slices using semantic user intents. Trans. Emerg. Telecommun. Technol. 31(1) (2020) - [j80]Ling Liu, Qixuan Jin, Dan Wang, Hongfang Yu, Gang Sun, Shouxi Luo:
PSNet: Reconfigurable network topology design for accelerating parameter server architecture based distributed machine learning. Future Gener. Comput. Syst. 106: 320-332 (2020) - [j79]Ling Liu, Hongfang Yu, Gang Sun, Long Luo, Qixuan Jin, Shouxi Luo:
Job scheduling for distributed machine learning in optical WAN. Future Gener. Comput. Syst. 112: 549-560 (2020) - [j78]Gang Sun, Siyu Sun, Hongfang Yu, Mohsen Guizani:
Toward Incentivizing Fog-Based Privacy-Preserving Mobile Crowdsensing in the Internet of Vehicles. IEEE Internet Things J. 7(5): 4128-4142 (2020) - [j77]Gang Sun, Zhu Xu, Hongfang Yu, Xi Chen, Victor Chang, Athanasios V. Vasilakos:
Low-Latency and Resource-Efficient Service Function Chaining Orchestration in Network Function Virtualization. IEEE Internet Things J. 7(7): 5760-5772 (2020) - [j76]