Xinchen Lyu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 46

Top Topics

Convergence Analysis

Heterogeneous Data

Top Venues

IEEE J. Sel. Areas Commun.

IEEE Internet Things J.

IEEE Trans. Veh. Technol.

Publications

Xinchen Lyu, Xinyun Hou, Chenshan Ren, Xin Ge, Penglin Yang, Qimei Cui, Xiaofeng Tao
Secure and Efficient Federated Learning With Provable Performance Guarantees via Stochastic Quantization. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Yipeng Li, Xinchen Lyu
Sharp Bounds for Sequential Federated Learning on Heterogeneous Data. CoRR (2024)
Junlin Liu, Xinchen Lyu
Boosting the Transferability of Adversarial Examples via Local Mixup and Adaptive Step Size. CoRR (2024)
Guoshun Nan, Xinghan Liu, Xinchen Lyu, Qimei Cui, Xiaodong Xu, Ping Zhang
UDSem: A Unified Distributed Learning Framework for Semantic Communications Over Wireless Networks. IEEE Netw. 38 (1) (2024)
Junlin Liu, Xinchen Lyu, Qimei Cui, Xiaofeng Tao
Similarity-Based Label Inference Attack Against Training and Inference of Split Learning. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Qi Chen, Wei Yu, Xinchen Lyu, Zimeng Jia, Guoshun Nan, Qimei Cui
Topology-Driven Synchronization Interval Optimization for Latency-Constrained Geo-Decentralized Federated Learning. IEEE Open J. Commun. Soc. 5 (2024)
Xinchen Lyu, Junlin Liu, Chenshan Ren, Guoshun Nan
Security-Communication-Computation Tradeoff of Split Decisions for Edge Intelligence. IEEE Wirel. Commun. 31 (3) (2024)
Yuting Yin, Bo Liu, Pengcheng Zhu, Xinchen Lyu, Yan Wang
Joint Long-Term Energy Efficient Scheduling and Beamforming Design for URLLC in Cell-Free MIMO Systems. IEEE Wirel. Commun. Lett. 13 (1) (2024)
Chenshan Ren, Wei Song, Xinchen Lyu
Hybrid learning of predictive mobile-edge computation offloading under differently-aged network states. Future Gener. Comput. Syst. 156 (2024)
Shuhan Liu, Lun Xin, Xinchen Lyu, Chenshan Ren
Masking-enabled Data Protection Approach for Accurate Split Learning. WCNC (2023)
Keda Chen, Xinchen Lyu, Chenshan Ren, Zixuan Liang, Qimei Cui, Xiaofeng Tao
Robust and Reliable Resource Provisioning for Delay-Critical Services with Traffic Uncertainty. GLOBECOM (2023)
Zixuan Liang, Penglin Yang, Chenyu Zhang, Xinchen Lyu
Secure and Efficient Hierarchical Decentralized Learning for Internet of Vehicles. IEEE Open J. Commun. Soc. 4 (2023)
Xinchen Lyu, Shuhan Liu, Junlin Liu, Chenshan Ren
Scalable Aggregated Split Learning for Data-Driven Edge Intelligence on Internet-of-Things. IEEE Internet Things Mag. 6 (4) (2023)
Xinchen Lyu, Chenyu Zhang, Chenshan Ren, Yanzhao Hou
Distributed Graph-Based Optimization of Multicast Data Dissemination for Internet of Vehicles. IEEE Trans. Intell. Transp. Syst. 24 (3) (2023)
Yipeng Li, Xinchen Lyu
Convergence Analysis of Sequential Federated Learning on Heterogeneous Data. NeurIPS (2023)
Zeju Li, Xinghan Liu, Guoshun Nan, Jinfei Zhou, Xinchen Lyu, Qimei Cui, Xiaofeng Tao
Boosting Physical Layer Black-Box Attacks with Semantic Adversaries in Semantic Communications. ICC (2023)
Junlin Liu, Xinchen Lyu
Distance-Based Online Label Inference Attacks Against Split Learning. ICASSP (2023)
Yipeng Li, Xinchen Lyu
Convergence Analysis of Sequential Federated Learning on Heterogeneous Data. CoRR (2023)
Yipeng Li, Xinchen Lyu
Convergence Analysis of Split Learning on Non-IID Data. CoRR (2023)
Jian Zhang, Qimei Cui, Xuefei Zhang, Wei Ni, Xinchen Lyu, Miao Pan, Xiaofeng Tao
Online Optimization of Energy-Efficient User Association and Workload Offloading for Mobile Edge Computing. IEEE Trans. Veh. Technol. 71 (2) (2022)
Meihui Hua, Hui Tian, Xinchen Lyu, Wanli Ni, Gaofeng Nie
Online Offloading Scheduling for NOMA-Aided MEC Under Partial Device Knowledge. IEEE Internet Things J. 9 (3) (2022)
Junlin Liu, Xinchen Lyu
Clustering Label Inference Attack against Practical Split Learning. CoRR (2022)
Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu, Xiaofeng Tao
Distributed Online Learning of Cooperative Caching in Edge Cloud. IEEE Trans. Mob. Comput. 20 (8) (2021)
Meihui Hua, Hui Tian, Xinchen Lyu, Wanli Ni, Gaofeng Nie
Online Offloading Scheduling for NOMA-Aided MEC Under Partial Device Knowledge. CoRR (2021)
Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Qimei Cui, Ren Ping Liu
Online Learning of Optimal Proactive Schedule Based on Outdated Knowledge for Energy Harvesting Powered Internet-of-Things. IEEE Trans. Wirel. Commun. 20 (2) (2021)
Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu
Cooperative Computing Anytime, Anywhere: Ubiquitous Fog Services. IEEE Wirel. Commun. 27 (1) (2020)
Shuo He, Xinchen Lyu, Wei Ni, Hui Tian, Ren Ping Liu, Ekram Hossain
Virtual Service Placement for Edge Computing Under Finite Memory and Bandwidth. IEEE Trans. Commun. 68 (12) (2020)
Chenshan Ren, Xinchen Lyu, Wei Ni, Hui Tian, Wei Song, Ren Ping Liu
Distributed Online Optimization of Fog Computing for Internet of Things Under Finite Device Buffers. IEEE Internet Things J. 7 (6) (2020)
Hao Wu, Xinchen Lyu, Hui Tian
Online Optimization of Wireless Powered Mobile-Edge Computing for Heterogeneous Industrial Internet of Things. IEEE Internet Things J. 6 (6) (2019)
Chenshan Ren, Xinchen Lyu, Wei Ni, Hui Tian, Ren Ping Liu
Profitable Cooperative Region for Distributed Online Edge Caching. IEEE Trans. Commun. 67 (7) (2019)
Hao Wu, Xinchen Lyu, Hui Tian
Online Optimization of Wireless Powered Mobile-Edge Computing for Heterogeneous Industrial Internet of Things. CoRR (2019)
Chenshan Ren, Xinchen Lyu, Wei Ni, Hui Tian, Ren Ping Liu
Distributed Online Learning of Fog Computing Under Nonuniform Device Cardinality. IEEE Internet Things J. 6 (1) (2019)
Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu, Eryk Dutkiewicz
Optimal Online Data Partitioning for Geo-Distributed Machine Learning in Edge of Wireless Networks. IEEE J. Sel. Areas Commun. 37 (10) (2019)
Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu
Distributed Optimization of Collaborative Regions in Large-Scale Inhomogeneous Fog Computing. IEEE J. Sel. Areas Commun. 36 (3) (2018)
Xinchen Lyu, Hui Tian, Wei Ni, Yan Zhang, Ping Zhang, Ren Ping Liu
Energy-Efficient Admission of Delay-Sensitive Tasks for Mobile Edge Computing. IEEE Trans. Commun. 66 (6) (2018)
Xinchen Lyu, Hui Tian, Li Jiang, Alexey V. Vinel, Sabita Maharjan, Stein Gjessing, Yan Zhang
Selective Offloading in Mobile Edge Computing for the Green Internet of Things. IEEE Netw. 32 (1) (2018)
Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu, Y. Jay Guo
Multi-Timescale Decentralized Online Orchestration of Software-Defined Networks. IEEE J. Sel. Areas Commun. 36 (12) (2018)
Xinchen Lyu, Wei Ni, Hui Tian, Ren Ping Liu, Xin Wang, Georgios B. Giannakis, Arogyaswami Paulraj
Distributed Online Optimization of Fog Computing for Selfish Devices With Out-of-Date Information. IEEE Trans. Wirel. Commun. 17 (11) (2018)
Xinchen Lyu, Hui Tian, Wei Ni, Ren Ping Liu, Ping Zhang
Adaptive Centralized Clustering Framework for Software-Defined Ultra-Dense Wireless Networks. IEEE Trans. Veh. Technol. 66 (9) (2017)
Shuo He, Hui Tian, Xinchen Lyu, Gaofeng Nie, Shaoshuai Fan
Distributed Cache Placement and User Association in Multicast-Aided Heterogeneous Networks. IEEE Access 5 (2017)
Xinchen Lyu, Hui Tian, Cigdem Sengul, Ping Zhang
Multiuser Joint Task Offloading and Resource Optimization in Proximate Clouds. IEEE Trans. Veh. Technol. 66 (4) (2017)
Xinchen Lyu, Wei Ni, Hui Tian, Ren Ping Liu, Xin Wang, Georgios B. Giannakis, Arogyaswami Paulraj
Optimal Schedule of Mobile Edge Computing for Internet of Things Using Partial Information. IEEE J. Sel. Areas Commun. 35 (11) (2017)
Shuo He, Hui Tian, Xinchen Lyu
Edge Popularity Prediction Based on Social-Driven Propagation Dynamics. IEEE Commun. Lett. 21 (5) (2017)
Xinchen Lyu, Hui Tian
Adaptive Receding Horizon Offloading Strategy Under Dynamic Environment. IEEE Commun. Lett. 20 (5) (2016)
Xiangdong Gao, Hui Tian, Xinchen Lyu
An annulus-based access class barring scheme for stationary machine-type communications devices. MoWNet (2016)
Maofei Deng, Hui Tian, Xinchen Lyu
Adaptive sequential offloading game for multi-cell Mobile Edge Computing. ICT (2016)