Zonghang Li

53 papers B 3Journal 46Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
LAPS: A Length-Aware-Prefill LLM Serving System.
CoRR
Jianshu She, Zonghang Li, Hongchao Du, Shangyu Wu, Wenhao Zheng, Eric Xing, Zhengzhong Liu, Huaxiu Yao, Jason Xue, Qirong Ho
2026 J jnl
Multi-Sized AI Models Assisted Low-Altitude UAV Delivery With RAN Optimization.
IEEE Internet Things Mag.
Longyu Zhou, Supeng Leng, Zonghang Li, Tianhao Liang, Tony Q. S. Quek
2025 — conf
EDT-Edge: An Elastic Distributed Training Framework for 6G Edge Networks.
INFOCOM WKSHPS
Wenjiao Feng, Rongxing Xiao, Zonghang Li, Gang Sun, Hongfang Yu, Dusit Niyato
2025 J jnl
Integrating Foundation Models with Open RAN for Robots-Based Mobile Scenarios.
IEEE Commun. Mag.
Longyu Zhou, Wenjiao Feng, Zonghang Li, Supeng Leng, Mohsen Guizani, Tony Q. S. Quek
2025 J jnl
KlonetAI: Automating (Com)
IEEE Netw.
Qing Li, Yanxu Xiong, Zonghang Li, Chongxi Ma, Hongfang Yu, Gang Sun, Long Luo, Zhaofeng Zhang
2025 J jnl
Learning in Chaos: Efficient Autoscaling and Self-healing for Distributed Training at the Edge.
CoRR
Wenjiao Feng, Rongxing Xiao, Zonghang Li, Hongfang Yu, Gang Sun, Long Luo, Mohsen Guizani, Qirong Ho
2025 J jnl
PRIMA.CPP: Speeding Up 70B-Scale LLM Inference on Low-Resource Everyday Home Clusters.
CoRR
Zonghang Li, Tao Li, Wenjiao Feng, Mohsen Guizani, Hongfang Yu
2025 J jnl
SecureShare: Blockchain Based Secure and Verifiable Knowledge Sharing for AI-Generated Content (AIGC) Services.
IEEE Trans. Veh. Technol.
Mochan Fan, Zonghang Li, Gang Sun, Hongyang Du, Hongfang Yu, Dusit Niyato
2025 J jnl
SecureVFL: Privacy-preserving multi-party vertical federated learning based on blockchain and RSS.
Digit. Commun. Networks
Mochan Fan, Zhipeng Zhang, Zonghang Li, Gang Sun, Hongfang Yu, Jiawen Kang, Mohsen Guizani
2025 J jnl
TPI-LLM: Serving 70B-Scale LLMs Efficiently on Low-Resource Mobile Devices.
IEEE Trans. Serv. Comput.
Zonghang Li, Wenjiao Feng, Mohsen Guizani, Hongfang Yu
2025 J jnl
Tequila: Trapping-free Ternary Quantization for Large Language Models.
CoRR
Hong Huang, Decheng Wu, Rui Cen, Guanghua Yu, Zonghang Li, Kai Liu, Jianchen Zhu, Peng Chen, Xue Liu, Dapeng Wu
2025 B conf
TopoDT: Digital Twin-Assisted UAV Topology Optimization for Targets Tracking.
IWCMC
Longyu Zhou, Supeng Leng, Zonghang Li, Tony Q. S. Quek
2025 — conf
Which Cluster Meets My Deadline: a Budget-Aware Scheduler for Distributed Training Jobs in Heterogeneous Environments.
ICC
Yuchen Zhang, Long Luo, Zonghang Li, Gang Sun, Hongfang Yu
2024 J jnl
AMSNet: Netlist Dataset for AMS Circuits.
CoRR
Zhuofu Tao, Yichen Shi, Yiru Huo, Rui Ye, Zonghang Li, Li Huang, Chen Wu, Na Bai, Zhiping Yu, Ting-Jung Lin, Lei He
2024 J jnl
Accelerating Geo-Distributed Machine Learning With Network-Aware Adaptive Tree and Auxiliary Route.
IEEE/ACM Trans. Netw.
Zonghang Li, Wenjiao Feng, Weibo Cai, Hongfang Yu, Long Luo, Gang Sun, Hongyang Du, Dusit Niyato
2024 J jnl
Accelerating Geo-distributed Machine Learning with Network-Aware Adaptive Tree and Auxiliary Route.
CoRR
Zonghang Li, Wenjiao Feng, Weibo Cai, Hongfang Yu, Long Luo, Gang Sun, Hongyang Du, Dusit Niyato
2024 — conf
Collaborative Multimodal Vehicular Transformer Training Using Federated Learning.
VTC Spring
Xingjian Cao, Zonghang Li, Gang Sun, Hongfang Yu
2024 J jnl
Diffusion-Based Reinforcement Learning for Edge-Enabled AI-Generated Content Services.
IEEE Trans. Mob. Comput.
Hongyang Du, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Huawei Huang, Shiwen Mao
2024 J jnl
ESIA: An Efficient and Stable Identity Authentication for Internet of Vehicles.
IEEE Trans. Veh. Technol.
Haoxiang Luo, Jin Zhang, Xinling Li, Zonghang Li, Hongfang Yu, Gang Sun, Dusit Niyato
2024 J jnl
Effective Intrusion Detection in Highly Imbalanced IoT Networks With Lightweight S2CGAN-IDS.
IEEE Internet Things J.
Caihong Wang, Du Xu, Zonghang Li, Dusit Niyato
2024 J jnl
Enabling AI-Generated Content Services in Wireless Edge Networks.
IEEE Wirel. Commun.
Hongyang Du, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Xuemin Shen, Dong In Kim
2024 J jnl
Energy-Efficient Hierarchical Collaborative Learning Over LEO Satellite Constellations.
IEEE J. Sel. Areas Commun.
Long Luo, Chi Zhang, Hongfang Yu, Zonghang Li, Gang Sun, Shouxi Luo
2024 J jnl
Enhancing Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization.
IEEE Commun. Surv. Tutorials
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
2024 J jnl
Log2graphs: An Unsupervised Framework for Log Anomaly Detection with Efficient Feature Extraction.
CoRR
Caihong Wang, Du Xu, Zonghang Li
2024 J jnl
TPI-LLM: Serving 70B-scale LLMs Efficiently on Low-resource Edge Devices.
CoRR
Zonghang Li, Wenjiao Feng, Mohsen Guizani, Hongfang Yu
2023 J jnl
Beyond Deep Reinforcement Learning: A Tutorial on Generative Diffusion Models in Network Optimization.
CoRR
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
2023 J jnl
Blockchain-Based Decentralized and Lightweight Anonymous Authentication for Federated Learning.
IEEE Trans. Veh. Technol.
Mochan Fan, Zhipeng Zhang, Zonghang Li, Gang Sun, Hongfang Yu, Mohsen Guizani
2023 J jnl
Cross-silo heterogeneous model federated multitask learning.
Knowl. Based Syst.
Xingjian Cao, Zonghang Li, Gang Sun, Hongfang Yu, Mohsen Guizani
2023 J jnl
ESIA: An Efficient and Stable Identity Authentication for Internet of Vehicles.
CoRR
Haoxiang Luo, Jin Zhang, Xinling Li, Zonghang Li, Hongfang Yu, Gang Sun, Dusit Niyato
2023 J jnl
Effective Intrusion Detection in Highly Imbalanced IoT Networks with Lightweight S2CGAN-IDS.
CoRR
Caihong Wang, Du Xu, Zonghang Li, Dusit Niyato
2023 J jnl
Enabling AI-Generated Content (AIGC) Services in Wireless Edge Networks.
CoRR
Hongyang Du, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Xuemin Shen, Dong In Kim
2023 J jnl
Generative AI-aided Optimization for AI-Generated Content (AIGC) Services in Edge Networks.
CoRR
Hongyang Du, Zonghang Li, Dusit Niyato, Jiawen Kang, Zehui Xiong, Huawei Huang, Shiwen Mao
2023 B conf
Graph Learning Enhanced UAV Swarms Based Multiple Targets Tracking.
GLOBECOM
Longyu Zhou, Supeng Leng, Zonghang Li, Hongyang Du, Dusit Niyato
2023 J jnl
HFedMS: Heterogeneous Federated Learning With Memorable Data Semantics in Industrial Metaverse.
IEEE Trans. Cloud Comput.
Shenglai Zeng, Zonghang Li, Hongfang Yu, Zhihao Zhang, Long Luo, Bo Li, Dusit Niyato
2023 J jnl
NBSync: Parallelism of Local Computing and Global Synchronization for Fast Distributed Machine Learning in WANs.
IEEE Trans. Serv. Comput.
Huaman Zhou, Zonghang Li, Hongfang Yu, Long Luo, Gang Sun
2023 J jnl
Personalized Saliency in Task-Oriented Semantic Communications: Image Transmission and Performance Analysis.
IEEE J. Sel. Areas Commun.
Jiawen Kang, Hongyang Du, Zonghang Li, Zehui Xiong, Shiyao Ma, Dusit Niyato, Yuan Li
2022 J jnl
CoFED: Cross-silo Heterogeneous Federated Multi-task Learning via Co-training.
CoRR
Xingjian Cao, Zonghang Li, Hongfang Yu, Gang Sun
2022 J jnl
Data Heterogeneity-Robust Federated Learning via Group Client Selection in Industrial IoT.
CoRR
Zonghang Li, Yihong He, Hongfang Yu, Jiawen Kang, Xiaoping Li, Zenglin Xu, Dusit Niyato
2022 J jnl
Data Heterogeneity-Robust Federated Learning via Group Client Selection in Industrial IoT.
IEEE Internet Things J.
Zonghang Li, Yihong He, Hongfang Yu, Jiawen Kang, Xiaoping Li, Zenglin Xu, Dusit Niyato
2022 J jnl
ESync: Accelerating Intra-Domain Federated Learning in Heterogeneous Data Centers.
IEEE Trans. Serv. Comput.
Zonghang Li, Huaman Zhou, Tianyao Zhou, Hongfang Yu, Zenglin Xu, Gang Sun
2022 J jnl
FedGS: A federated group synchronization framework for heterogeneous data.
Softw. Impacts
Zonghang Li, Yihong He
2022 J jnl
HFedMS: Heterogeneous Federated Learning with Memorable Data Semantics in Industrial Metaverse.
CoRR
Shenglai Zeng, Zonghang Li, Hongfang Yu, Zhihao Zhang, Long Luo, Bo Li, Dusit Niyato
2022 — conf
Heterogeneous Federated Learning via Grouped Sequential-to-Parallel Training.
DASFAA (2)
Shenglai Zeng, Zonghang Li, Hongfang Yu, Yihong He, Zenglin Xu, Dusit Niyato, Han Yu
2022 J jnl
Heterogeneous Federated Learning via Grouped Sequential-to-Parallel Training.
CoRR
Shenglai Zeng, Zonghang Li, Hongfang Yu, Yihong He, Zenglin Xu, Dusit Niyato, Han Yu
2022 B conf
Joint Client Selection and Resource Allocation for Federated Learning in Mobile Edge Networks.
WCNC
Long Luo, Qingqing Cai, Zonghang Li, Hongfang Yu
2021 J jnl
Byzantine Resistant Secure Blockchained Federated Learning at the Edge.
IEEE Netw.
Zonghang Li, Hongfang Yu, Tianyao Zhou, Long Luo, Mochan Fan, Zenglin Xu, Gang Sun
2021 J jnl
DGT: A contribution-aware differential gradient transmission mechanism for distributed machine learning.
Future Gener. Comput. Syst.
Huaman Zhou, Zonghang Li, Qingqing Cai, Hongfang Yu, Shouxi Luo, Long Luo, Gang Sun
2021 J jnl
Mitigating Conflicting Transactions in Hyperledger Fabric-Permissioned Blockchain for Delay-Sensitive IoT Applications.
IEEE Internet Things J.
Xiaoqiong Xu, Xiaonan Wang, Zonghang Li, Hongfang Yu, Gang Sun, Sabita Maharjan, Yan Zhang
2021 J jnl
TSEngine: Enable Efficient Communication Overlay in Distributed Machine Learning in WANs.
IEEE Trans. Netw. Serv. Manag.
Huaman Zhou, Weibo Cai, Zonghang Li, Hongfang Yu, Ling Liu, Long Luo, Gang Sun
2020 J jnl
Online job scheduling for distributed machine learning in optical circuit switch networks.
Knowl. Based Syst.
Ling Liu, Hongfang Yu, Gang Sun, Huaman Zhou, Zonghang Li, Shouxi Luo
2019 J jnl
Simplifying Flow Updates in Software-Defined Networks Using Atoman.
IEEE Access
Long Luo, Zonghang Li, Jingyu Wang, Hongfang Yu
2018 J jnl
Reinforcement Learning based QoS/QoE-aware Service Function Chaining in Software-Driven 5G Slices.
CoRR
Xi Chen, Zonghang Li, Yupeng Zhang, Ruiming Long, Hongfang Yu, Xiaojiang Du, Mohsen Guizani
2018 J jnl
Reinforcement learning-based QoS/QoE-aware service function chaining in software-driven 5G slices.
Trans. Emerg. Telecommun. Technol.
Xi Chen, Zonghang Li, Yupeng Zhang, Ruiming Long, Hongfang Yu, Xiaojiang Du, Mohsen Guizani