Zonghang Li

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 34

Top Topics

Intrusion Detection

Reinforcement Learning

Diffusion Models

Heterogeneous Data

Top Venues

IEEE Internet Things J.

IEEE Trans. Serv. Comput.

IEEE Trans. Veh. Technol.

Publications

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 (2024)
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) (2024)
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) (2024)
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) (2024)
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) (2024)
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 (2024)
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) (2023)
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 (2023)
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 (2023)
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) (2023)
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 (2023)
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) (2023)
Xingjian Cao, Zonghang Li, Gang Sun, Hongfang Yu, Mohsen Guizani
Cross-silo heterogeneous model federated multitask learning. Knowl. Based Syst. 265 (2023)
Caihong Wang, Du Xu, Zonghang Li, Dusit Niyato
Effective Intrusion Detection in Highly Imbalanced IoT Networks with Lightweight S2CGAN-IDS. CoRR (2023)
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) (2023)
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 (2023)
Longyu Zhou, Supeng Leng, Zonghang Li, Hongyang Du, Dusit Niyato
Graph Learning Enhanced UAV Swarms Based Multiple Targets Tracking. GLOBECOM (2023)
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) (2022)
Long Luo, Qingqing Cai, Zonghang Li, Hongfang Yu
Joint Client Selection and Resource Allocation for Federated Learning in Mobile Edge Networks. WCNC (2022)
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)
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) (2022)
Shenglai Zeng, Zonghang Li, Hongfang Yu, Yihong He, Zenglin Xu, Dusit Niyato, Han Yu
Heterogeneous Federated Learning via Grouped Sequential-to-Parallel Training. CoRR (2022)
Zonghang Li, Yihong He
FedGS: A federated group synchronization framework for heterogeneous data. Softw. Impacts 12 (2022)
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 (2022)
Xingjian Cao, Zonghang Li, Hongfang Yu, Gang Sun
CoFED: Cross-silo Heterogeneous Federated Multi-task Learning via Co-training. CoRR (2022)
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 (2022)
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) (2021)
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 (2021)
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) (2021)
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) (2021)
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. (2020)
Long Luo, Zonghang Li, Jingyu Wang, Hongfang Yu
Simplifying Flow Updates in Software-Defined Networks Using Atoman. IEEE Access 7 (2019)
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)
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 (2018)