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ORCIDZhisheng Niu
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- affiliation: Tsinghua University, Beijing, China
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2020 – today
- 2024
[j150]Sheng Zhou
, Yukuan Jia, Ruiqing Mao, Zhaojun Nan, Yuxuan Sun, Zhisheng Niu:
Task-Oriented Wireless Communications for Collaborative Perception in Intelligent Unmanned Systems. IEEE Netw. 38(6): 21-28 (2024)- [j149]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): 11262-11275 (2024) - [c207]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. VTC Spring 2024: 1-7 - [c206]Minh David Thao Chan, Zhaojun Nan, Yukuan Jia, Sheng Zhou, Zhisheng Niu:
RSU-Aided Energy-Efficient Collaborative Perception for Connected Autonomous Vehicles. WCNC 2024: 1-6 - [c205]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: 1-6 - [i90]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 abs/2401.09656 (2024) - [i89]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 abs/2403.15156 (2024) - [i88]Sheng Zhou, Yukuan Jia, Ruiqing Mao, Zhaojun Nan, Yuxuan Sun, Zhisheng Niu:
Task-Oriented Wireless Communications for Collaborative Perception in Intelligent Unmanned Systems. CoRR abs/2406.03086 (2024) - [i87]Jintao Yan, Tan Chen, Yuxuan Sun, Zhaojun Nan, Sheng Zhou, Zhisheng Niu:
Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning. CoRR abs/2406.17470 (2024) - [i86]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 abs/2407.00412 (2024) - [i85]Ruiqing Mao, Haotian Wu, Yukuan Jia, Zhaojun Nan, Yuxuan Sun, Sheng Zhou, Deniz Gündüz, Zhisheng Niu:
DiffCP: Ultra-Low Bit Collaborative Perception via Diffusion Model. CoRR abs/2409.19592 (2024) - 2023
- [j148]Yuxuan Sun, Bowen Xie, Sheng Zhou, Zhisheng Niu:
MEET: Mobility-Enhanced Edge inTelligence for Smart and Green 6G Networks. IEEE Commun. Mag. 61(1): 64-70 (2023) - [j147]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: 624-638 (2023) - [j146]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): 1779-1792 (2023) - [j145]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): 3774-3789 (2023) - [j144]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): 14962-14977 (2023) - [j143]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): 286-300 (2023) - [j142]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): 6547-6561 (2023) - [j141]Xiaoyang Li, Yi Gong, Kaibin Huang, Zhisheng Niu:
Over-the-Air Integrated Sensing, Communication, and Computation in IoT Networks. IEEE Wirel. Commun. 30(1): 32-38 (2023) - [c204]Hongbo Wu, Yukuan Jia, Sheng Zhou, Zhisheng Niu:
NI-MAC: MAC Protocol Design for Neural Interfaces. HealthCom 2023: 151-157 - [c203]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: 3951-3957 - [c202]Yaodan Xu, Jingzhou Sun, Sheng Zhou, Zhisheng Niu:
SMDP-Based Dynamic Batching for Efficient Inference on GPU-Based Platforms. ICC 2023: 5483-5489 - [c201]Bohang Zhang, Zhaojun Nan, Sheng Zhou, Zhisheng Niu:
Enhanced Sliding Window Superposition Coding for Industrial Automation. IWCMC 2023: 31-36 - [c200]Tan Chen, Jintao Yan, Yuxuan Sun, Sheng Zhou, Deniz Gündüz, Zhisheng Niu:
Data-Heterogeneous Hierarchical Federated Learning with Mobility. ITC 2023: 1-5 - [c199]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: 1-7 - [c198]Hongbo Wu, Yukuan Jia, Sheng Zhou, Zhisheng Niu:
Random Access Protocol Design and Analysis for Neural Interfaces Under Non-Saturated Regime. VTC Fall 2023: 1-7 - [c197]Lehan Wang, Jingzhou Sun, Yuxuan Sun, Sheng Zhou, Zhisheng Niu:
Age of Information Guaranteed Scheduling for Asynchronous Status Updates in Collaborative Perception. WiOpt 2023: 1-8 - [i84]Yaodan Xu, Jingzhou Sun, Sheng Zhou, Zhisheng Niu:
SMDP-Based Dynamic Batching for Efficient Inference on GPU-Based Platforms. CoRR abs/2301.12865 (2023) - [i83]Yukuan Jia, Ruiqing Mao, Yuxuan Sun, Sheng Zhou, Zhisheng Niu:
MASS: Mobility-Aware Sensor Scheduling of Cooperative Perception for Connected Automated Driving. CoRR abs/2302.13029 (2023) - [i82]Bohang Zhang, Zhaoujun Nan, Sheng Zhou, Zhisheng Niu:
Enhanced Sliding Window Superposition Coding for Industrial Automation. CoRR abs/2303.04406 (2023) - [i81]Tan Chen, Jintao Yan, Yuxuan Sun, Sheng Zhou, Deniz Gündüz, Zhisheng Niu:
Data-Heterogeneous Hierarchical Federated Learning with Mobility. CoRR abs/2306.10692 (2023) - [i80]Lehan Wang, Jingzhou Sun, Yuxuan Sun, Sheng Zhou, Zhisheng Niu:
Age of Information Guaranteed Scheduling for Asynchronous Status Updates in Collaborative Perception. CoRR abs/2310.04813 (2023) - [i79]Lehan Wang, Jingzhou Sun, Yuxuan Sun, Sheng Zhou, Zhisheng Niu:
A Grouping-based Scheduler for Efficient Channel Utilization under Age of Information Constraints. CoRR abs/2310.04817 (2023) - [i78]Jingzhou Sun, Lehan Wang, Zhaojun Nan, Yuxuan Sun, Sheng Zhou, Zhisheng Niu:
Optimizing Task-Specific Timeliness With Edge-Assisted Scheduling for Status Update. CoRR abs/2310.18895 (2023) - 2022
- [j140]Xuemin Sherman Shen, Zhisheng Niu:
ComSoc Emerging Technologies. IEEE Commun. Mag. 60(10): 4-5 (2022) - [j139]Jingzhou Sun, Yuxuan Sun, Sheng Zhou, Zhisheng Niu:
Status Update for Accurate Remote Estimation: Centralized and Decentralized Schemes. IEICE Trans. Commun. 105-B(2): 131-139 (2022) - [j138]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): 227-242 (2022) - [j137]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: 3371-3385 (2022) - [c196]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: 495-511 - [c195]Yukuan Jia, Ruiqing Mao, Yuxuan Sun, Sheng Zhou, Zhisheng Niu:
Online V2X Scheduling for Raw-Level Cooperative Perception. ICC 2022: 309-314 - [c194]Yuxuan Sun, Sheng Zhou, Zhisheng Niu, Deniz Gündüz:
Time-Correlated Sparsification for Efficient Over-the-Air Model Aggregation in Wireless Federated Learning. ICC 2022: 3388-3393 - [i77]Yukuan Jia, Ruiqing Mao, Yuxuan Sun, Sheng Zhou, Zhisheng Niu:
Online V2X Scheduling for Raw-Level Cooperative Perception. CoRR abs/2202.06085 (2022) - [i76]Yuxuan Sun, Sheng Zhou, Zhisheng Niu, Deniz Gündüz:
Time-Correlated Sparsification for Efficient Over-the-Air Model Aggregation in Wireless Federated Learning. CoRR abs/2202.08420 (2022) - [i75]Wenqi Shi, Sheng Zhou, Zhisheng Niu, Miao Jiang, Lu Geng:
Multi-user Co-inference with Batch Processing Capable Edge Server. CoRR abs/2206.06304 (2022) - [i74]Ruiqing Mao, Jingyu Guo, Yukuan Jia, Yuxuan Sun, Sheng Zhou, Zhisheng Niu:
DOLPHINS: Dataset for Collaborative Perception enabled Harmonious and Interconnected Self-driving. CoRR abs/2207.07609 (2022) - [i73]Yuxuan Sun, Bowen Xie, Sheng Zhou, Zhisheng Niu:
MEET: Mobility-Enhanced Edge inTelligence for Smart and Green 6G Networks. CoRR abs/2210.15111 (2022) - [i72]Xiaoyang Li, Yi Gong, Kaibin Huang, Zhisheng Niu:
Over-the-Air Integrated Sensing, Communication, and Computation in IoT Networks. CoRR abs/2211.03345 (2022) - [i71]Bowen Xie, Yuxuan Sun, Sheng Zhou, Zhisheng Niu, Yang Xu, Jingran Chen, Deniz Gündüz:
MOB-FL: Mobility-Aware Federated Learning for Intelligent Connected Vehicles. CoRR abs/2212.03519 (2022) - 2021
- [j136]Lehan Wang, Jingzhou Sun, Yuxuan Sun, Sheng Zhou, Zhisheng Niu:
A UoI-Optimal Policy for Timely Status Updates with Resource Constraint. Entropy 23(8): 1084 (2021) - [j135]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): 1485-1498 (2021) - [j134]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): 1430-1443 (2021) - [j133]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): 453-467 (2021) - [j132]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): 1138-1151 (2021) - [c193]Yining Xu, Sheng Zhou, Zhisheng Niu:
The Impact of Interference Reflection on Reconfigurable Intelligent Surface-Aided Directional Transmissions. ICCC 2021: 207-212 - [c192]Wenqi Shi, Yuxuan Sun, Sheng Zhou, Zhisheng Niu:
Device Scheduling and Resource Allocation for Federated Learning under Delay and Energy Constraints. SPAWC 2021: 596-600 - [i70]Yuxuan Sun, Sheng Zhou, Zhisheng Niu, Deniz Gündüz:
Dynamic Scheduling for Over-the-Air Federated Edge Learning with Energy Constraints. CoRR abs/2106.00490 (2021) - [i69]Yuxuan Sun, Fan Zhang, Junlin Zhao, Sheng Zhou, Zhisheng Niu, Deniz Gündüz:
Coded Computation across Shared Heterogeneous Workers with Communication Delay. CoRR abs/2109.11246 (2021) - 2020
- [j131]Yuxuan Sun, Wenqi Shi, Xiufeng Huang, Sheng Zhou, Zhisheng Niu:
Edge Learning with Timeliness Constraints: Challenges and Solutions. IEEE Commun. Mag. 58(12): 27-33 (2020) - [j130]Ruichen Deng, Sheng Chen, Sheng Zhou, Zhisheng Niu, Wei Zhang:
Channel Fingerprint Based Beam Tracking for Millimeter Wave Communications. IEEE Commun. Lett. 24(3): 639-643 (2020) - [j129]Zhisheng Niu, Xuemin Sherman Shen, Qinyu Zhang, Yuliang Tang:
Space-air-ground integrated vehicular network for connected and automated vehicles: Challenges and solutions. Intell. Converged Networks 1(2): 142-169 (2020) - [j128]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): 6576-6588 (2020) - [j127]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): 1478-1489 (2020) - [j126]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): 1538-1551 (2020) - [j125]Zhisheng Niu:
Green Communication and Networking: A New Horizon. IEEE Trans. Green Commun. Netw. 4(3): 629-630 (2020) - [j124]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): 15370-15384 (2020) - [j123]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): 7237-7250 (2020) - [j122]Zhiyuan Jiang, Siyu Fu, Sheng Zhou, Zhisheng Niu, Shunqing Zhang, Shugong Xu:
AI-Assisted Low Information Latency Wireless Networking. IEEE Wirel. Commun. 27(1): 108-115 (2020) - [c191]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: 1-5 - [c190]Xi Zheng, Sheng Zhou, Zhisheng Niu:
Beyond Age: Urgency of Information for Timeliness Guarantee in Status Update Systems. 6G SUMMIT 2020: 1-5 - [c189]Wenqi Shi, Sheng Zhou, Zhisheng Niu:
Device Scheduling with Fast Convergence for Wireless Federated Learning. ICC 2020: 1-6 - [c188]Jingzhou Sun, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu:
Age-Optimal Scheduling for Heterogeneous Traffic with Timely-Throughput Constraint. INFOCOM Workshops 2020: 317-322 - [c187]Lehan Wang, Jingzhou Sun, Sheng Zhou, Zhisheng Niu:
Timely Status Update Based on Urgency of Information with Statistical Context. ITC 2020: 90-96 - [i68]Xi Zheng, Sheng Zhou, Zhisheng Niu:
Beyond Age: Urgency of Information for Timeliness Guarantee in Status Update Systems. CoRR abs/2001.10202 (2020) - [i67]Xi Zheng, Sheng Zhou, Zhisheng Niu:
Urgency of Information for Context-Aware Timely Status Updates in Remote Control Systems. CoRR abs/2002.07987 (2020) - [i66]Yuxuan Sun, Sheng Zhou, Zhisheng Niu:
Distributed Task Replication for Vehicular Edge Computing: Performance Analysis and Learning-based Algorithm. CoRR abs/2002.08833 (2020) - [i65]Wenqi Shi, Sheng Zhou, Zhisheng Niu, Miao Jiang, Lu Geng:
Joint Device Scheduling and Resource Allocation for Latency Constrained Wireless Federated Learning. CoRR abs/2007.07174 (2020) - [i64]Yuxuan Sun, Wenqi Shi, Xiufeng Huang, Sheng Zhou, Zhisheng Niu:
Edge Learning with Timeliness Constraints: Challenges and Solutions. CoRR abs/2009.11065 (2020)
2010 – 2019
- 2019
- [j121]Zhiyuan Jiang, Sheng Chen, Andreas F. Molisch, Rath Vannithamby, Sheng Zhou, Zhisheng Niu:
Exploiting Wireless Channel State Information Structures Beyond Linear Correlations: A Deep Learning Approach. IEEE Commun. Mag. 57(3): 28-34 (2019) - [j120]Sheng Zhou, Yuxuan Sun, Zhiyuan Jiang, Zhisheng Niu:
Exploiting Moving Intelligence: Delay-Optimized Computation Offloading in Vehicular Fog Networks. IEEE Commun. Mag. 57(5): 49-55 (2019) - [j119]Kecheng Liu, Wenlong Shen, Yu Cheng, Lin X. Cai, Qing Li, Sheng Zhou, Zhisheng Niu:
Security Analysis of Mobile Device-to-Device Network Applications. IEEE Internet Things J. 6(2): 2922-2932 (2019) - [j118]Zhiyuan Jiang, Bhaskar Krishnamachari, Xi Zheng, Sheng Zhou, Zhisheng Niu:
Timely Status Update in Wireless Uplinks: Analytical Solutions With Asymptotic Optimality. IEEE Internet Things J. 6(2): 3885-3898 (2019) - [j117]Guangchao Wang, Sheng Zhou, Zhisheng Niu:
Radio Resource Allocation for Bidirectional Offloading in Space-Air-Ground Integrated Vehicular Network. J. Commun. Inf. Networks 4(4): 24-31 (2019) - [j116]Ruichen Deng, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu:
Intermittent CSI Update for Massive MIMO Systems With Heterogeneous User Mobility. IEEE Trans. Commun. 67(7): 4811-4824 (2019) - [j115]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): 1585-1600 (2019) - [j114]Yuxuan Sun, Xueying Guo, Jinhui Song, Sheng Zhou, Zhiyuan Jiang, Xin Liu, Zhisheng Niu:
Adaptive Learning-Based Task Offloading for Vehicular Edge Computing Systems. IEEE Trans. Veh. Technol. 68(4): 3061-3074 (2019) - [j113]Sheng Chen, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, Ziyan He, Andrei Marinescu, Luiz A. DaSilva:
Learning-Based Remote Channel Inference: Feasibility Analysis and Case Study. IEEE Trans. Wirel. Commun. 18(7): 3554-3568 (2019) - [j112]Xi Zheng, Sheng Zhou, Zhiyuan Jiang, Zhisheng Niu:
Closed-Form Analysis of Non-Linear Age of Information in Status Updates With an Energy Harvesting Transmitter. IEEE Trans. Wirel. Commun. 18(8): 4129-4142 (2019) - [j111]Sheng Zhou, Guangchao Wang, Shan Zhang, Zhisheng Niu, Xuemin Sherman Shen:
Bidirectional Mission Offloading for Agile Space-Air-Ground Integrated Networks. IEEE Wirel. Commun. 26(2): 38-45 (2019) - [c186]Guangchao Wang, Sheng Zhou, Zhisheng Niu, Shan Zhang, Xuemin Shen:
Service Function Chain Planning with Resource Balancing in Space-Air-Ground Integrated Networks. GLOBECOM 2019: 1-6 - [c185]Xi Zheng, Sheng Zhou, Zhisheng Niu:
Context-Aware Information Lapse for Timely Status Updates in Remote Control Systems. GLOBECOM 2019: 1-6 - [c184]Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu:
Distributed Policy Learning Based Random Access for Diversified QoS Requirements. ICC 2019: 1-6 - [c183]Wenqi Shi, Yunzhong Hou, Sheng Zhou, Zhisheng Niu, Yang Zhang, Lu Geng:
Improving Device-Edge Cooperative Inference of Deep Learning via 2-Step Pruning. INFOCOM Workshops 2019: 1-6 - [c182]Bo Yin, Shuai Zhang, Yu Cheng, Lin X. Cai, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu:
Only Those Requested Count: Proactive Scheduling Policies for Minimizing Effective Age-of-Information. INFOCOM 2019: 109-117 - [c181]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: 115-120 - [c180]Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, Yu Cheng:
A Unified Sampling and Scheduling Approach for Status Update in Multiaccess Wireless Networks. INFOCOM 2019: 208-216 - [c179]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: 1-5 - [i63]Yuxuan Sun, Xueying Guo, Jinhui Song, Sheng Zhou, Zhiyuan Jiang, Xin Liu, Zhisheng Niu:
Adaptive Learning-Based Task Offloading for Vehicular Edge Computing Systems. CoRR abs/1901.05205 (2019) - [i62]Sheng Zhou, Guangchao Wang, Shan Zhang, Zhisheng Niu, Xuemin Shen:
Bi-Directional Mission Offloading for Agile Space-Air-Ground Integrated Networks. CoRR abs/1902.03774 (2019) - [i61]Sheng Zhou, Yuxuan Sun, Zhiyuan Jiang, Zhisheng Niu:
Exploiting Moving Intelligence: Delay-Optimized Computation Offloading in Vehicular Fog Networks. CoRR abs/1902.09401 (2019) - [i60]Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu:
Distributed Policy Learning Based Random Access for Diversified QoS Requirements. CoRR abs/1903.02242 (2019) - [i59]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 abs/1903.03472 (2019) - [i58]Jingzhou Sun, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu:
Optimizing Information Freshness in Broadcast Network with Unreliable Links and Random Arrivals: An Approximate Index Policy. CoRR abs/1903.03723 (2019) - [i57]Xi Zheng, Sheng Zhou, Zhiyuan Jiang, Zhisheng Niu:
Closed-Form Analysis of Non-Linear Age-of-Information in Status Updates with an Energy Harvesting Transmitter. CoRR abs/1906.00192 (2019) - [i56]Xi Zheng, Sheng Zhou, Zhisheng Niu:
Context-Aware Information Lapse for Timely Status Updates in Remote Control Systems. CoRR abs/1908.04446 (2019) - [i55]Jingzhou Sun, Zhiyuan Jiang, Bhaskar Krishnamachari, Sheng Zhou, Zhisheng Niu:
Closed-Form Whittle's Index-Enabled Random Access for Timely Status Update. CoRR abs/1910.13871 (2019) - [i54]Wenqi Shi, Sheng Zhou, Zhisheng Niu:
Device Scheduling with Fast Convergence for Wireless Federated Learning. CoRR abs/1911.00856 (2019) - [i53]Zhiyuan Jiang, Siyu Fu, Sheng Zhou, Zhisheng Niu, Shunqing Zhang, Shugong Xu:
AI-Assisted Low Information Latency Wireless Networking. CoRR abs/1912.01319 (2019) - [i52]Ruichen Deng, Sheng Chen, Sheng Zhou, Zhisheng Niu, Wei Zhang:
Channel Fingerprint Based Beam Tracking for Millimeter Wave Communications. CoRR abs/1912.11578 (2019) - 2018
- [j110]Zhiyuan Jiang, Sheng Zhou, Xueying Guo, Zhisheng Niu:
Task Replication for Deadline-Constrained Vehicular Cloud Computing: Optimal Policy, Performance Analysis, and Implications on Road Traffic. IEEE Internet Things J. 5(1): 93-107 (2018) - [j109]Jingchu Liu, Bhaskar Krishnamachari, Sheng Zhou, Zhisheng Niu:
DeepNap: Data-Driven Base Station Sleeping Operations Through Deep Reinforcement Le