Sheng Zhou

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 206

Top Venues

CoRR

ICC

GLOBECOM

IEEE Trans. Wirel. Commun.

Publications

Xiufeng Huang, Sheng Zhou
QMNet: Importance-Aware Message Exchange for Decentralized Multi-Agent Reinforcement Learning. IEEE Trans. Mob. Comput. 23 (5) (2024)
Tianhao Liang, Zhaoyi Yu, Tingting Zhang, Sheng Zhou, Wentao Liu, Dong Li, Zhisheng Niu
Joint Frame Structure and Beamwidth Optimization for Integrated Localization and Communication. WCNC (2024)
Yukuan Jia, Yuxuan Sun, Ruiqing Mao, Zhaojun Nan, Sheng Zhou, Zhisheng Niu
C-MASS: Combinatorial Mobility-Aware Sensor Scheduling for Collaborative Perception with Second-Order Topology Approximation. CoRR (2024)
Bowen Xie, Sheng Chen, Sheng Zhou, Zhisheng Niu, Boris Galkin, Ivana Dusparic
Learning-Assisted User Scheduling and Beamforming for mmWave Vehicular Networks. IEEE Trans. Veh. Technol. 73 (8) (2024)
Jintao Yan, Yunchu Han, Zhaojun Nan, Sheng Zhou
CPU-Utilization-Aware Scheduling for In-Vehicle Distributed Computing. WCNC (2024)
Yining Xu, Sheng Zhou
Resource Allocation for Channel Estimation in Reconfigurable Intelligent Surface-Aided Multi-Cell Networks. CoRR (2024)
Minh David Thao Chan, Zhaojun Nan, Yukuan Jia, Sheng Zhou, Zhisheng Niu
RSU-Aided Energy-Efficient Collaborative Perception for Connected Autonomous Vehicles. WCNC (2024)
Jintao Yan, Tan Chen, Yuxuan Sun, Zhaojun Nan, Sheng Zhou, Zhisheng Niu
Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning. CoRR (2024)
Sheng Zhou, Yukuan Jia, Ruiqing Mao, Zhaojun Nan, Yuxuan Sun, Zhisheng Niu
Task-Oriented Wireless Communications for Collaborative Perception in Intelligent Unmanned Systems. CoRR (2024)
Yukuan Jia, Jiawen Zhang, Shimeng Lu, Baokang Fan, Ruiqing Mao, Sheng Zhou, Zhisheng Niu
Infrastructure-Assisted Collaborative Perception in Automated Valet Parking: A Safety Perspective. CoRR (2024)
Tan Chen, Jintao Yan, Yuxuan Sun, Sheng Zhou, Deniz Gündüz, Zhisheng Niu
Mobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networks. CoRR (2024)
Yukuan Jia, Ruiqing Mao, Yuxuan Sun, Sheng Zhou, Zhisheng Niu
MASS: Mobility-Aware Sensor Scheduling of Cooperative Perception for Connected Automated Driving. CoRR (2023)
Bohang Zhang, Zhaoujun Nan, Sheng Zhou, Zhisheng Niu
Enhanced Sliding Window Superposition Coding for Industrial Automation. CoRR (2023)
Jintao Yan, Zhaojun Nan, Sheng Zhou
V2V-Assisted Timely Hierarchical Federated Learning. SPAWC (2023)
Lehan Wang, Jingzhou Sun, Yuxuan Sun, Sheng Zhou, Zhisheng Niu
A Grouping-based Scheduler for Efficient Channel Utilization under Age of Information Constraints. CoRR (2023)
Hongbo Wu, Yukuan Jia, Sheng Zhou, Zhisheng Niu
NI-MAC: MAC Protocol Design for Neural Interfaces. HealthCom (2023)
Fei Peng, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, Shunqing Zhang
Sensing and Communication Co-Design for Status Update in Multiaccess Wireless Networks. IEEE Trans. Mob. Comput. 22 (3) (2023)
Tan Chen, Jintao Yan, Yuxuan Sun, Sheng Zhou, Deniz Gündüz, Zhisheng Niu
Data-Heterogeneous Hierarchical Federated Learning with Mobility. ITC (2023)
Zhaojun Nan, Sheng Zhou, Yunjian Jia, Zhisheng Niu
Joint Task Offloading and Resource Allocation for Vehicular Edge Computing With Result Feedback Delay. IEEE Trans. Wirel. Commun. 22 (10) (2023)
Qicheng Zeng, Zhaojun Nan, Sheng Zhou
Delay Optimization of Coded Computing With Hierarchical Task Partitioning. IEEE Commun. Lett. 27 (11) (2023)
Tan Chen, Jintao Yan, Yuxuan Sun, Sheng Zhou, Deniz Gündüz, Zhisheng Niu
Data-Heterogeneous Hierarchical Federated Learning with Mobility. CoRR (2023)
Bohang Zhang, Zhaojun Nan, Sheng Zhou, Zhisheng Niu
Enhanced Sliding Window Superposition Coding for Industrial Automation. IWCMC (2023)
Yaodan Xu, Sheng Zhou, Qian Cao, Bowen Zheng, Zhangliang Xiong, Yuanqiang Ni
Time-Triggered Reservation for Cooperative Random Access in Wireless LANs. VTC2023-Spring (2023)
Hongbo Wu, Yukuan Jia, Sheng Zhou, Zhisheng Niu
Random Access Protocol Design and Analysis for Neural Interfaces Under Non-Saturated Regime. VTC Fall (2023)
Xiufeng Huang, Sheng Zhou
QMNet: Importance-Aware Message Exchange for Decentralized Multi-Agent Reinforcement Learning. CoRR (2023)
Lehan Wang, Jingzhou Sun, Yuxuan Sun, Sheng Zhou, Zhisheng Niu
Age of Information Guaranteed Scheduling for Asynchronous Status Updates in Collaborative Perception. WiOpt (2023)
Bowen Xie, Yuxuan Sun, Sheng Zhou, Zhisheng Niu, Yang Xu, Jingran Chen, Deniz Gündüz
MOB-FL: Mobility-Aware Federated Learning for Intelligent Connected Vehicles. ICC (2023)
Qicheng Zeng, Zhaojun Nan, Sheng Zhou
Adaptive Privacy-Preserving Coded Computing With Hierarchical Task Partitioning. CoRR (2023)
Yukuan Jia, Ruiqing Mao, Yuxuan Sun, Sheng Zhou, Zhisheng Niu
MASS: Mobility-Aware Sensor Scheduling of Cooperative Perception for Connected Automated Driving. IEEE Trans. Veh. Technol. 72 (11) (2023)
Wenqi Shi, Sheng Zhou, Zhisheng Niu, Miao Jiang, Lu Geng
Multiuser Co-Inference With Batch Processing Capable Edge Server. IEEE Trans. Wirel. Commun. 22 (1) (2023)
Wei Zhang, Yuhang Gu, Yi Shi, Limin Jiang, Shan Li, Yijie Huang, Shan Cao, Zhiyuan Jiang, Ruiqing Mao, Sheng Zhou
An FPGA-based Low Latency Sensing and Communication Platform for Collaborative Autonomous Driving. SPAWC (2023)
Yaodan Xu, Jingzhou Sun, Sheng Zhou, Zhisheng Niu
SMDP-Based Dynamic Batching for Efficient Inference on GPU-Based Platforms. CoRR (2023)
Tianchu Zhao, Sheng Zhou, Yuxuan Sun, Zhisheng Niu
A Predictive Frame Transmission Scheme for Cloud Gaming in Mobile Edge Cloudlet Systems. IEEE Trans. Mob. Comput. 22 (7) (2023)
Ruiqing Mao, Jingyu Guo, Yukuan Jia, Jialin Dong, Yuxuan Sun, Sheng Zhou, Zhisheng Niu
MoRFF: Multi-View Object Detection for Connected Autonomous Driving under Communication and Localization Limitations. VTC Fall (2023)
Yuhang Gu, Wei Zhang, Yi Shi, Limin Jiang, Shan Li, Shan Cao, Zhiyuan Jiang, Ruiqing Mao, Zhewen Lou, Sheng Zhou
Live Demonstration: An Integrated Computing and Communication Platform for Vehicle-Infrastructure Cooperative Autonomous Driving. AICAS (2023)
Lehan Wang, Jingzhou Sun, Yuxuan Sun, Sheng Zhou, Zhisheng Niu
Age of Information Guaranteed Scheduling for Asynchronous Status Updates in Collaborative Perception. CoRR (2023)
Shan Cao, Haiqin Hu, Limin Jiang, Yi Shi, Zhiyuan Jiang, Sheng Zhou
A Domain Specific Computing Architecture for Open 6G Baseband Signal Processing. ACM TUR-C (2023)
Jingzhou Sun, Lehan Wang, Zhaojun Nan, Yuxuan Sun, Sheng Zhou, Zhisheng Niu
Optimizing Task-Specific Timeliness With Edge-Assisted Scheduling for Status Update. IEEE J. Sel. Areas Inf. Theory 4 (2023)
Yuxuan Sun, Bowen Xie, Sheng Zhou, Zhisheng Niu
MEET: Mobility-Enhanced Edge inTelligence for Smart and Green 6G Networks. IEEE Commun. Mag. 61 (1) (2023)
Yihao Shen, Feng Yuan, Shan Cao, Zhiyuan Jiang, Sheng Zhou
Parallel Computing for Energy-Efficient Baseband Processing in O-RAN: Synchronization and OFDM Implementation Based on SPMD. GLOBECOM (2023)
Yaodan Xu, Jingzhou Sun, Sheng Zhou, Zhisheng Niu
SMDP-Based Dynamic Batching for Efficient Inference on GPU-Based Platforms. ICC (2023)
Yuxuan Sun, Sheng Zhou, Zhisheng Niu, Deniz Gündüz
Dynamic Scheduling for Over-the-Air Federated Edge Learning With Energy Constraints. IEEE J. Sel. Areas Commun. 40 (1) (2022)
Yukuan Jia, Ruiqing Mao, Yuxuan Sun, Sheng Zhou, Zhisheng Niu
Online V2X Scheduling for Raw-Level Cooperative Perception. ICC (2022)
Jingzhou Sun, Yuxuan Sun, Sheng Zhou, Zhisheng Niu
Status Update for Accurate Remote Estimation: Centralized and Decentralized Schemes. IEICE Trans. Commun. (2) (2022)
Yukuan Jia, Ruiqing Mao, Yuxuan Sun, Sheng Zhou, Zhisheng Niu
Online V2X Scheduling for Raw-Level Cooperative Perception. CoRR (2022)
Jernej Hribar, Luiz A. DaSilva, Sheng Zhou, Zhiyuan Jiang, Ivana Dusparic
Timely and sustainable: Utilising correlation in status updates of battery-powered and energy-harvesting sensors using Deep Reinforcement Learning. Comput. Commun. 192 (2022)
Wenqi Shi, Sheng Zhou, Zhisheng Niu, Miao Jiang, Lu Geng
Multi-user Co-inference with Batch Processing Capable Edge Server. CoRR (2022)
Ruiqing Mao, Jingyu Guo, Yukuan Jia, Yuxuan Sun, Sheng Zhou, Zhisheng Niu
DOLPHINS: Dataset for Collaborative Perception Enabled Harmonious and Interconnected Self-driving. ACCV (5) (2022)
Yuxuan Sun, Fan Zhang, Junlin Zhao, Sheng Zhou, Zhisheng Niu, Deniz Gündüz
Coded Computation Across Shared Heterogeneous Workers With Communication Delay. IEEE Trans. Signal Process. 70 (2022)
Ruiqing Mao, Jingyu Guo, Yukuan Jia, Yuxuan Sun, Sheng Zhou, Zhisheng Niu
DOLPHINS: Dataset for Collaborative Perception enabled Harmonious and Interconnected Self-driving. CoRR (2022)
Yuxuan Sun, Sheng Zhou, Zhisheng Niu, Deniz Gündüz
Time-Correlated Sparsification for Efficient Over-the-Air Model Aggregation in Wireless Federated Learning. CoRR (2022)
Xiufeng Huang, Sheng Zhou
Importance-Aware Data Pre-Processing and Device Scheduling for Multi-Channel Edge Learning. J. Commun. Inf. Networks 7 (4) (2022)
Xiufeng Huang, Sheng Zhou
Importance-Aware Message Exchange and Prediction for Multi-Agent Reinforcement Learning. GLOBECOM (2022)
Yuxuan Sun, Sheng Zhou, Zhisheng Niu, Deniz Gündüz
Time-Correlated Sparsification for Efficient Over-the-Air Model Aggregation in Wireless Federated Learning. ICC (2022)
Sheng Zhou, Zhiyuan Jiang, Nikolaos Pappas, Anthony Ephremides, Luiz A. DaSilva
Guest Editorial Special Issue on Age of Information and Data Semantics for Sensing, Communication, and Control Co-Design in IoT. IEEE Internet Things J. 8 (19) (2021)
Wenqi Shi, Yuxuan Sun, Sheng Zhou, Zhisheng Niu
Device Scheduling and Resource Allocation for Federated Learning under Delay and Energy Constraints. SPAWC (2021)
Shan Zhang, Liudi Wang, Hongbin Luo, Xiao Ma, Sheng Zhou
AoI-Delay Tradeoff in Mobile Edge Caching With Freshness-Aware Content Refreshing. IEEE Trans. Wirel. Commun. 20 (8) (2021)
Zhiyuan Jiang, Yan Liu, Jernej Hribar, Luiz A. DaSilva, Sheng Zhou, Zhisheng Niu
SMART: Situationally-Aware Multi-Agent Reinforcement Learning-Based Transmissions. IEEE Trans. Cogn. Commun. Netw. 7 (4) (2021)
Yuxuan Sun, Sheng Zhou, Zhisheng Niu, Deniz Gündüz
Dynamic Scheduling for Over-the-Air Federated Edge Learning with Energy Constraints. CoRR (2021)
Yuxuan Sun, Sheng Zhou, Zhisheng Niu
Distributed Task Replication for Vehicular Edge Computing: Performance Analysis and Learning-Based Algorithm. IEEE Trans. Wirel. Commun. 20 (2) (2021)
Heng Zhang, Zhiyuan Jiang, Shugong Xu, Sheng Zhou
Error Analysis for Status Update From Sensors With Temporally and Spatially Correlated Observations. IEEE Trans. Wirel. Commun. 20 (3) (2021)
Yining Xu, Sheng Zhou, Zhisheng Niu
The Impact of Interference Reflection on Reconfigurable Intelligent Surface-Aided Directional Transmissions. ICCC (2021)
Fan Zhang, Yuxuan Sun, Sheng Zhou
Coded Computation Over Heterogeneous Workers With Random Task Arrivals. IEEE Commun. Lett. 25 (7) (2021)
Jingzhou Sun, Lehan Wang, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu
Age-Optimal Scheduling for Heterogeneous Traffic With Timely Throughput Constraints. IEEE J. Sel. Areas Commun. 39 (5) (2021)
Wenqi Shi, Sheng Zhou, Zhisheng Niu, Miao Jiang, Lu Geng
Joint Device Scheduling and Resource Allocation for Latency Constrained Wireless Federated Learning. IEEE Trans. Wirel. Commun. 20 (1) (2021)
Yuxuan Sun, Fan Zhang, Junlin Zhao, Sheng Zhou, Zhisheng Niu, Deniz Gündüz
Coded Computation across Shared Heterogeneous Workers with Communication Delay. CoRR (2021)
Lehan Wang, Jingzhou Sun, Yuxuan Sun, Sheng Zhou, Zhisheng Niu
A UoI-Optimal Policy for Timely Status Updates with Resource Constraint. Entropy 23 (8) (2021)
Wenqi Shi, Sheng Zhou, Zhisheng Niu
Device Scheduling with Fast Convergence for Wireless Federated Learning. ICC (2020)
Wenqi Shi, Sheng Zhou, Zhisheng Niu, Miao Jiang, Lu Geng
Joint Device Scheduling and Resource Allocation for Latency Constrained Wireless Federated Learning. CoRR (2020)
Yuxuan Sun, Wenqi Shi, Xiufeng Huang, Sheng Zhou, Zhisheng Niu
Edge Learning with Timeliness Constraints: Challenges and Solutions. CoRR (2020)
Zhiyuan Jiang, Zixu Cao, Bhaskar Krishnamachari, Sheng Zhou, Zhisheng Niu
SENATE: A Permissionless Byzantine Consensus Protocol in Wireless Networks for Real-Time Internet-of-Things Applications. IEEE Internet Things J. 7 (7) (2020)
Xi Zheng, Sheng Zhou, Zhisheng Niu
Beyond Age: Urgency of Information for Timeliness Guarantee in Status Update Systems. 6G SUMMIT (2020)
Pan Wang, Leibo Liu, Sheng Zhou, Guiqiang Peng, Shouyi Yin, Shaojun Wei
Near-Optimal MIMO-SCMA Uplink Detection With Low-Complexity Expectation Propagation. IEEE Trans. Wirel. Commun. 19 (2) (2020)
Liumeng Wang, Sheng Zhou
Fractional Dynamic Caching: A Collaborative Design of Storage and Backhaul. IEEE Trans. Veh. Technol. 69 (4) (2020)
Jingzhou Sun, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu
Age-Optimal Scheduling for Heterogeneous Traffic with Timely-Throughput Constraint. INFOCOM Workshops (2020)
Yuxuan Sun, Sheng Zhou, Zhisheng Niu
Distributed Task Replication for Vehicular Edge Computing: Performance Analysis and Learning-based Algorithm. CoRR (2020)
Xi Zheng, Sheng Zhou, Zhisheng Niu
Urgency of Information for Context-Aware Timely Status Updates in Remote Control Systems. CoRR (2020)
Ruichen Deng, Sheng Chen, Sheng Zhou, Zhisheng Niu, Wei Zhang
Channel Fingerprint Based Beam Tracking for Millimeter Wave Communications. IEEE Commun. Lett. 24 (3) (2020)
Guiqiang Peng, Leibo Liu, Sheng Zhou, Shouyi Yin, Shaojun Wei
A 2.92-Gb/s/W and 0.43-Gb/s/MG Flexible and Scalable CGRA-Based Baseband Processor for Massive MIMO Detection. IEEE J. Solid State Circuits 55 (2) (2020)
Shuai Zhang, Bo Yin, Yu Cheng, Lin X. Cai, Sheng Zhou, Zhisheng Niu, Hangguan Shan
Energy-Efficient Massive MIMO With Decentralized Precoder Design. IEEE Trans. Veh. Technol. 69 (12) (2020)
Xi Zheng, Sheng Zhou, Zhisheng Niu
Urgency of Information for Context-Aware Timely Status Updates in Remote Control Systems. IEEE Trans. Wirel. Commun. 19 (11) (2020)
Xi Zheng, Sheng Zhou, Zhisheng Niu
Beyond Age: Urgency of Information for Timeliness Guarantee in Status Update Systems. CoRR (2020)
Sheng Chen, Kien Vu, Sheng Zhou, Zhisheng Niu, Mehdi Bennis, Matti Latva-aho
1 A Deep Reinforcement Learning Framework to Combat Dynamic Blockage in mmWave V2X Networks. 6G SUMMIT (2020)
Yuxuan Sun, Wenqi Shi, Xiufeng Huang, Sheng Zhou, Zhisheng Niu
Edge Learning with Timeliness Constraints: Challenges and Solutions. IEEE Commun. Mag. 58 (12) (2020)
Yining Xu, Sheng Zhou
On the Coverage and Capacity of Ultra-Dense Networks With Directional Transmissions. IEEE Wirel. Commun. Lett. 9 (3) (2020)
Xiufeng Huang, Sheng Zhou
Dynamic Compression Ratio Selection for Edge Inference Systems With Hard Deadlines. IEEE Internet Things J. 7 (9) (2020)
Leibo Liu, Guiqiang Peng, Pan Wang, Sheng Zhou, Qiushi Wei, Shouyi Yin, Shaojun Wei
Energy- and Area-Efficient Recursive-Conjugate-Gradient-Based MMSE Detector for Massive MIMO Systems. IEEE Trans. Signal Process. 68 (2020)
Yuxuan Sun, Sheng Zhou, Deniz Gündüz
Energy-Aware Analog Aggregation for Federated Learning with Redundant Data. ICC (2020)
Lehan Wang, Jingzhou Sun, Sheng Zhou, Zhisheng Niu
Timely Status Update Based on Urgency of Information with Statistical Context. ITC (2020)
Guangchao Wang, Sheng Zhou, Shan Zhang, Zhisheng Niu, Xuemin Shen
SFC-Based Service Provisioning for Reconfigurable Space-Air-Ground Integrated Networks. IEEE J. Sel. Areas Commun. 38 (7) (2020)
Zhiyuan Jiang, Siyu Fu, Sheng Zhou, Zhisheng Niu, Shunqing Zhang, Shugong Xu
AI-Assisted Low Information Latency Wireless Networking. IEEE Wirel. Commun. 27 (1) (2020)
Liumeng Wang, Sheng Zhou
Flexible Functional Split and Power Control for Energy Harvesting Cloud Radio Access Networks. IEEE Trans. Wirel. Commun. 19 (3) (2020)
Jingzhou Sun, Zhiyuan Jiang, Bhaskar Krishnamachari, Sheng Zhou, Zhisheng Niu
Closed-Form Whittle's Index-Enabled Random Access for Timely Status Update. IEEE Trans. Commun. 68 (3) (2020)
Lu Liu, Yu Cheng, Xianghui Cao, Sheng Zhou, Zhisheng Niu, Ping Wang
Joint Optimization of Scheduling and Power Control in Wireless Networks: Multi-Dimensional Modeling and Decomposition. IEEE Trans. Mob. Comput. 18 (7) (2019)
Wenqi Shi, Yunzhong Hou, Sheng Zhou, Zhisheng Niu, Yang Zhang, Lu Geng
Improving Device-Edge Cooperative Inference of Deep Learning via 2-Step Pruning. CoRR (2019)
Jingzhou Sun, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu
Optimizing Information Freshness in Broadcast Network with Unreliable Links and Random Arrivals: An Approximate Index Policy. INFOCOM Workshops (2019)
Zhiyuan Jiang, Siyu Fu, Sheng Zhou, Zhisheng Niu, Shunqing Zhang, Shugong Xu
AI-Assisted Low Information Latency Wireless Networking. CoRR (2019)
Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, Yu Cheng
A Unified Sampling and Scheduling Approach for Status Update in Multiaccess Wireless Networks. INFOCOM (2019)
Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu
Distributed Policy Learning Based Random Access for Diversified QoS Requirements. CoRR (2019)
Zhiyuan Jiang, Andrei Marinescu, Luiz A. DaSilva, Sheng Zhou, Zhisheng Niu
Scalable Multi-Agent Learning for Situationally-Aware Multiple-Access and Grant-Free Transmissions. SPAWC (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sheng Zhou