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2020 – today
- 2024
[j20]Caihong Wang
, Du Xu, Zonghang Li, Dusit Niyato:
Effective Intrusion Detection in Highly Imbalanced IoT Networks With Lightweight S2CGAN-IDS. IEEE Internet Things J. 11(9): 15140-15151 (2024)- [j19]Hongyang Du, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Huawei Huang, Shiwen Mao:
Diffusion-Based Reinforcement Learning for Edge-Enabled AI-Generated Content Services. IEEE Trans. Mob. Comput. 23(9): 8902-8918 (2024) - [j18]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. IEEE/ACM Trans. Netw. 32(5): 4238-4253 (2024) - [j17]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) - [j16]Hongyang Du, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Xuemin Shen, Dong In Kim:
Enabling AI-Generated Content Services in Wireless Edge Networks. IEEE Wirel. Commun. 31(3): 226-234 (2024) - [c4]Xingjian Cao, Zonghang Li, Gang Sun, Hongfang Yu:
Collaborative Multimodal Vehicular Transformer Training Using Federated Learning. VTC Spring 2024: 1-5 - [i14]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) - [i13]Zhuofu Tao, Yichen Shi, Yiru Huo, Rui Ye, Zonghang Li, Li Huang, Chen Wu, Na Bai, Zhiping Yu, Ting-Jung Lin, Lei He:
AMSNet: Netlist Dataset for AMS Circuits. CoRR abs/2405.09045 (2024) - [i12]Caihong Wang, Du Xu, Zonghang Li:
Log2graphs: An Unsupervised Framework for Log Anomaly Detection with Efficient Feature Extraction. CoRR abs/2409.11890 (2024) - [i11]Zonghang Li, Wenjiao Feng, Mohsen Guizani, Hongfang Yu:
TPI-LLM: Serving 70B-scale LLMs Efficiently on Low-resource Edge Devices. CoRR abs/2410.00531 (2024) - 2023
- [j15]Jiawen Kang, Hongyang Du, Zonghang Li, Zehui Xiong, Shiyao Ma, Dusit Niyato, Yuan Li:
Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis. IEEE J. Sel. Areas Commun. 41(1): 186-201 (2023) - [j14]Xingjian Cao, Zonghang Li, Gang Sun, Hongfang Yu, Mohsen Guizani:
Cross-silo heterogeneous model federated multitask learning. Knowl. Based Syst. 265: 110347 (2023) - [j13]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) - [j12]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) - [j11]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) - [c3]Longyu Zhou, Supeng Leng, Zonghang Li, Hongyang Du, Dusit Niyato:
Graph Learning Enhanced UAV Swarms Based Multiple Targets Tracking. GLOBECOM 2023: 3747-3752 - [i10]Hongyang Du, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Xuemin Shen, Dong In Kim:
Enabling AI-Generated Content (AIGC) Services in Wireless Edge Networks. CoRR abs/2301.03220 (2023) - [i9]Hongyang Du, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Huawei Huang, Shiwen Mao:
Generative AI-aided Optimization for AI-Generated Content (AIGC) Services in Edge Networks. CoRR abs/2303.13052 (2023) - [i8]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) - [i7]Caihong Wang, Du Xu, Zonghang Li, Dusit Niyato:
Effective Intrusion Detection in Highly Imbalanced IoT Networks with Lightweight S2CGAN-IDS. CoRR abs/2306.03707 (2023) - [i6]Hongyang Du, Ruichen Zhang, Yinqiu Liu, Jiacheng Wang, Yijing Lin, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Shuguang Cui, Bo Ai, Haibo Zhou, Dong In Kim:
Beyond Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization. CoRR abs/2308.05384 (2023) - 2022
- [j10]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) - [j9]Zonghang Li, Yihong He:
FedGS: A federated group synchronization framework for heterogeneous data. Softw. Impacts 12: 100282 (2022) - [j8]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) - [c2]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 - [c1]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 - [i5]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) - [i4]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) - [i3]Xingjian Cao, Zonghang Li, Hongfang Yu, Gang Sun:
CoFED: Cross-silo Heterogeneous Federated Multi-task Learning via Co-training. CoRR abs/2202.08603 (2022) - [i2]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
- [j7]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) - [j6]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) - [j5]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) - [j4]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) - 2020
- [j3]Ling Liu, Hongfang Yu, Gang Sun, Huaman Zhou, Zonghang Li, Shouxi Luo:
Online job scheduling for distributed machine learning in optical circuit switch networks. Knowl. Based Syst. 201-202: 106002 (2020)
2010 – 2019
- 2019
- [j2]Long Luo, Zonghang Li, Jingyu Wang, Hongfang Yu:
Simplifying Flow Updates in Software-Defined Networks Using Atoman. IEEE Access 7: 39083-39097 (2019) - 2018
- [j1]Xi Chen, Zonghang Li, Yupeng Zhang, Ruiming Long, Hongfang Yu, Xiaojiang Du, Mohsen Guizani:
Reinforcement learning-based QoS/QoE-aware service function chaining in software-driven 5G slices. Trans. Emerg. Telecommun. Technol. 29(11) (2018) - [i1]Xi Chen, Zonghang Li, Yupeng Zhang, Ruiming Long, Hongfang Yu, Xiaojiang Du, Mohsen Guizani:
Reinforcement Learning based QoS/QoE-aware Service Function Chaining in Software-Driven 5G Slices. CoRR abs/1804.02099 (2018)
Coauthor Index
aka: Hongfang Yu
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