Chenshan Ren

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 19

Top Topics

Data Partitioning

Joint Optimization

Top Venues

IEEE J. Sel. Areas Commun.

IEEE Wirel. Commun.

IEEE Internet Things J.

Future Gener. Comput. Syst.

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)
Xinchen Lyu, Junlin Liu, Chenshan Ren, Guoshun Nan
Security-Communication-Computation Tradeoff of Split Decisions for Edge Intelligence. IEEE Wirel. Commun. 31 (3) (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)
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)
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)
Xiaoting Wang, Weijun Cheng, Chenshan Ren
Multi-objective Joint Optimization of Communication-Computation-Caching Resources in Mobile Edge Computing. ICCC Workshops (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Online Learning of Optimal Proactive Schedule Based on Outdated Knowledge for Energy Harvesting Powered Internet-of-Things.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)
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)
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)
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, 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)
Gaofeng Nie, Hui Tian, Chenshan Ren
Energy Efficient Cell Selection in Small Cell Networks With Constrained Backhaul Links. IEEE Commun. Lett. 20 (6) (2016)
Tianrun Gao, Gaofeng Nie, Chenshan Ren, Hui Tian
Cooperative Load Balancing in OFDMA Small Cell Networks. IMIS (2016)