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Xinchen Lyu
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2020 – today
- 2024
- [j32]Chenshan Ren, Wei Song, Xinchen Lyu:
Hybrid learning of predictive mobile-edge computation offloading under differently-aged network states. Future Gener. Comput. Syst. 156: 301-312 (2024) - [j31]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): 296-303 (2024) - [j30]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: 2686-2705 (2024) - [j29]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: 2881-2895 (2024) - [j28]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: 4070-4085 (2024) - [j27]Xinchen Lyu, Junlin Liu, Chenshan Ren, Guoshun Nan:
Security-Communication-Computation Tradeoff of Split Decisions for Edge Intelligence. IEEE Wirel. Commun. 31(3): 257-263 (2024) - [j26]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): 118-122 (2024) - [i7]Junlin Liu, Xinchen Lyu:
Boosting the Transferability of Adversarial Examples via Local Mixup and Adaptive Step Size. CoRR abs/2401.13205 (2024) - [i6]Yipeng Li, Xinchen Lyu:
Sharp Bounds for Sequential Federated Learning on Heterogeneous Data. CoRR abs/2405.01142 (2024) - 2023
- [j25]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): 124-129 (2023) - [j24]Zixuan Liang, Penglin Yang, Chenyu Zhang, Xinchen Lyu:
Secure and Efficient Hierarchical Decentralized Learning for Internet of Vehicles. IEEE Open J. Commun. Soc. 4: 1417-1429 (2023) - [j23]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): 3117-3128 (2023) - [c7]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: 3475-3480 - [c6]Junlin Liu, Xinchen Lyu:
Distance-Based Online Label Inference Attacks Against Split Learning. ICASSP 2023: 1-5 - [c5]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: 5614-5619 - [c4]Yipeng Li, Xinchen Lyu:
Convergence Analysis of Sequential Federated Learning on Heterogeneous Data. NeurIPS 2023 - [c3]Shuhan Liu, Lun Xin, Xinchen Lyu, Chenshan Ren:
Masking-enabled Data Protection Approach for Accurate Split Learning. WCNC 2023: 1-6 - [i5]Yipeng Li, Xinchen Lyu:
Convergence Analysis of Split Learning on Non-IID Data. CoRR abs/2302.01633 (2023) - [i4]Yipeng Li, Xinchen Lyu:
Convergence Analysis of Sequential Federated Learning on Heterogeneous Data. CoRR abs/2311.03154 (2023) - 2022
- [j22]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): 2227-2241 (2022) - [j21]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): 1974-1988 (2022) - [i3]Junlin Liu, Xinchen Lyu:
Clustering Label Inference Attack against Practical Split Learning. CoRR abs/2203.05222 (2022) - 2021
- [j20]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): 2550-2562 (2021) - [j19]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): 1248-1262 (2021) - [i2]Meihui Hua, Hui Tian, Xinchen Lyu, Wanli Ni, Gaofeng Nie:
Online Offloading Scheduling for NOMA-Aided MEC Under Partial Device Knowledge. CoRR abs/2106.15773 (2021) - 2020
- [j18]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): 5434-5448 (2020) - [j17]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): 7702-7718 (2020) - [j16]Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu:
Cooperative Computing Anytime, Anywhere: Ubiquitous Fog Services. IEEE Wirel. Commun. 27(1): 162-169 (2020)
2010 – 2019
- 2019
- [b1]Xinchen Lyu:
Resource management of fog computing in future networks. University of Technology Sydney, Australia, 2019 - [j15]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): 1147-1159 (2019) - [j14]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): 9880-9892 (2019) - [j13]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): 2393-2406 (2019) - [j12]Chenshan Ren, Xinchen Lyu, Wei Ni, Hui Tian, Ren Ping Liu:
Profitable Cooperative Region for Distributed Online Edge Caching. IEEE Trans. Commun. 67(7): 4696-4708 (2019) - [i1]Hao Wu, Xinchen Lyu, Hui Tian:
Online Optimization of Wireless Powered Mobile-Edge Computing for Heterogeneous Industrial Internet of Things. CoRR abs/1909.02445 (2019) - 2018
- [j11]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): 574-586 (2018) - [j10]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): 2716-2730 (2018) - [j9]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): 54-60 (2018) - [j8]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): 2603-2616 (2018) - [j7]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): 7704-7717 (2018) - 2017
- [j6]Shuo He, Hui Tian, Xinchen Lyu, Gaofeng Nie, Shaoshuai Fan:
Distributed Cache Placement and User Association in Multicast-Aided Heterogeneous Networks. IEEE Access 5: 25365-25376 (2017) - [j5]Shuo He, Hui Tian, Xinchen Lyu:
Edge Popularity Prediction Based on Social-Driven Propagation Dynamics. IEEE Commun. Lett. 21(5): 1027-1030 (2017) - [j4]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): 2606-2615 (2017) - [j3]Xinchen Lyu, Hui Tian, Cigdem Sengul, Ping Zhang:
Multiuser Joint Task Offloading and Resource Optimization in Proximate Clouds. IEEE Trans. Veh. Technol. 66(4): 3435-3447 (2017) - [j2]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): 8553-8557 (2017) - 2016
- [j1]Xinchen Lyu, Hui Tian:
Adaptive Receding Horizon Offloading Strategy Under Dynamic Environment. IEEE Commun. Lett. 20(5): 878-881 (2016) - [c2]Maofei Deng, Hui Tian, Xinchen Lyu:
Adaptive sequential offloading game for multi-cell Mobile Edge Computing. ICT 2016: 1-5 - [c1]Xiangdong Gao, Hui Tian, Xinchen Lyu:
An annulus-based access class barring scheme for stationary machine-type communications devices. MoWNet 2016: 1-6
Coauthor Index
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