Chenshan Ren - RankMe

31 papers B 3Journal 25Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Diameter-Constrained Topology Orchestration for Communication-Convergence Tradeoffs in Decentralized Federated Learning. IEEE Trans. Cogn. Commun. Netw. Chenyu Zhang, Xinchen Lyu, Zixuan Liang, Chenshan Ren, Yanzhao Hou, Qimei Cui
2026	J	`jnl`	HeterCSI: Channel-Adaptive Heterogeneous CSI Pretraining Framework for Generalized Wireless Foundation Models. CoRR Chenyu Zhang, Xinchen Lyu, Chenshan Ren, Shuhan Liu, Qimei Cui, Xiaofeng Tao
2026	J	`jnl`	Joint optimization of data offloading and server association of multi-server federated learning for cost-efficient intelligent IoT. Future Gener. Comput. Syst. Chenshan Ren, Chunhui Ai, Wenyun Ma, Xinchen Lyu
2026	J	`jnl`	PPoison: A Pluggable Poisoning attack against distributed training of split learning. Future Gener. Comput. Syst. Junlin Liu, Xinchen Lyu, Longfei Zheng, Chenshan Ren, Qimei Cui
2026	J	`jnl`	Secure and Efficient Model Training Framework for Multiuser Semantic Communications via Over-the-Air Mixup. IEEE Trans. Inf. Forensics Secur. Xun Ma, Xinchen Lyu, Chenshan Ren, Guoshun Nan, Qimei Cui
2025	J	`jnl`	Crafting More Transferable Adversarial Examples via Quality-Aware Transformation Combination. IEEE Trans. Multim. Junlin Liu, Xinchen Lyu, Chenshan Ren, Qimei Cui
2025	J	`jnl`	FourierCompress: Layer-Aware Spectral Activation Compression for Efficient and Accurate Collaborative LLM Inference. CoRR Jian Ma, Xinchen Lyu, Jun Jiang, Longhao Zou, Chenshan Ren, Qimei Cui, Xiaofeng Tao
2025	J	`jnl`	Reflection-Driven Self-Optimization 6G Agentic AI RAN via Simulation-in-the-Loop Workflows. CoRR Yunhao Hu, Xinchen Lyu, Chenshan Ren, Keda Chen, Qimei Cui, Xiaofeng Tao
2025	J	`jnl`	Targeted Poisoning Attacks Against Vertical Federated Learning via Embedding Manipulation. IEEE Trans. Dependable Secur. Comput. Junlin Liu, Xinchen Lyu, Chenshan Ren, Qimei Cui
2024	B	`conf`	Communication-Efficient Topology Orchestration for Distributed Learning in UAV Networks. IWCMC Zixuan Liang, Xinchen Lyu, Chenshan Ren, Na Li, Kai Li
2024	J	`jnl`	Hybrid learning of predictive mobile-edge computation offloading under differently-aged network states. Future Gener. Comput. Syst. Chenshan Ren, Wei Song, Xinchen Lyu
2024	J	`jnl`	Online-Learning-Based Predictive Optimization of Uplink Scheduling for Industrial Internet-of-Things. IEEE Open J. Commun. Soc. Chenshan Ren, Xinchen Lyu
2024	J	`jnl`	Secure and Efficient Federated Learning With Provable Performance Guarantees via Stochastic Quantization. IEEE Trans. Inf. Forensics Secur. Xinchen Lyu, Xinyun Hou, Chenshan Ren, Xin Ge, Penglin Yang, Qimei Cui, Xiaofeng Tao
2024	J	`jnl`	Security-Communication-Computation Tradeoff of Split Decisions for Edge Intelligence. IEEE Wirel. Commun. Xinchen Lyu, Junlin Liu, Chenshan Ren, Guoshun Nan
2023	J	`jnl`	Distributed Graph-Based Optimization of Multicast Data Dissemination for Internet of Vehicles. IEEE Trans. Intell. Transp. Syst. Xinchen Lyu, Chenyu Zhang, Chenshan Ren, Yanzhao Hou
2023	B	`conf`	Masking-enabled Data Protection Approach for Accurate Split Learning. WCNC Shuhan Liu, Lun Xin, Xinchen Lyu, Chenshan Ren
2023	B	`conf`	Robust and Reliable Resource Provisioning for Delay-Critical Services with Traffic Uncertainty. GLOBECOM Keda Chen, Xinchen Lyu, Chenshan Ren, Zixuan Liang, Qimei Cui, Xiaofeng Tao
2023	J	`jnl`	Scalable Aggregated Split Learning for Data-Driven Edge Intelligence on Internet-of-Things. IEEE Internet Things Mag. Xinchen Lyu, Shuhan Liu, Junlin Liu, Chenshan Ren
2021	J	`jnl`	Distributed Online Learning of Cooperative Caching in Edge Cloud. IEEE Trans. Mob. Comput. Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu, Xiaofeng Tao
2021	—	`conf`	Multi-objective Joint Optimization of Communication-Computation-Caching Resources in Mobile Edge Computing. ICCC Workshops Xiaoting Wang, Weijun Cheng, Chenshan Ren
2021	J	`jnl`	Online Learning of Optimal Proactive Schedule Based on Outdated Knowledge for Energy Harvesting Powered Internet-of-Things. IEEE Trans. Wirel. Commun. Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Qimei Cui, Ren Ping Liu
2020	J	`jnl`	Cooperative Computing Anytime, Anywhere: Ubiquitous Fog Services. IEEE Wirel. Commun. Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu
2020	J	`jnl`	Distributed Online Optimization of Fog Computing for Internet of Things Under Finite Device Buffers. IEEE Internet Things J. Chenshan Ren, Xinchen Lyu, Wei Ni, Hui Tian, Wei Song, Ren Ping Liu
2020	—	`—`	Mobile Edge Computing for Future Internet-of-Things Chenshan Ren
2019	J	`jnl`	Distributed Online Learning of Fog Computing Under Nonuniform Device Cardinality. IEEE Internet Things J. Chenshan Ren, Xinchen Lyu, Wei Ni, Hui Tian, Ren Ping Liu
2019	J	`jnl`	Optimal Online Data Partitioning for Geo-Distributed Machine Learning in Edge of Wireless Networks. IEEE J. Sel. Areas Commun. Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu, Eryk Dutkiewicz
2019	J	`jnl`	Profitable Cooperative Region for Distributed Online Edge Caching. IEEE Trans. Commun. Chenshan Ren, Xinchen Lyu, Wei Ni, Hui Tian, Ren Ping Liu
2018	J	`jnl`	Distributed Optimization of Collaborative Regions in Large-Scale Inhomogeneous Fog Computing. IEEE J. Sel. Areas Commun. Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu
2018	J	`jnl`	Multi-Timescale Decentralized Online Orchestration of Software-Defined Networks. IEEE J. Sel. Areas Commun. Xinchen Lyu, Chenshan Ren, Wei Ni, Hui Tian, Ren Ping Liu, Y. Jay Guo
2016	—	`conf`	Cooperative Load Balancing in OFDMA Small Cell Networks. IMIS Tianrun Gao, Gaofeng Nie, Chenshan Ren, Hui Tian
2016	J	`jnl`	Energy Efficient Cell Selection in Small Cell Networks With Constrained Backhaul Links. IEEE Commun. Lett. Gaofeng Nie, Hui Tian, Chenshan Ren