Publications | NIULAB

Publications

2026

Conference Papers

[AAAI] Ziyi Song, Chen Xia, Haibao Yu, Sheng Zhou, Zhisheng Niu, "UniMM-V2X: MoE-Enhanced Multi-Level Fusion for End-to-End Cooperative Autonomous Driving" , in AAAI Conference on Artificial Intelligence, 2026

[IEEE INFOCOM] J. Dong, Y. Xu, S. Zhou, Z. Niu, "Task Profiling and Draft Model Selection for Accelerating Distributed Speculative Decoding" , in IEEE INFOCOM Workshop on GenAINet, 2026

[IEEE VTC] Chen Xia, Ziyi Song, Qianxin Qu, Guipeng Zhang, Sheng Zhou, Zhisheng Niu, "SparseCoM: Fully Sparse Collaborative Perception via Mixture of BEV Experts" , in IEEE Vehicular Technology Conference (VTC-Spring), 2026

[IEEE ICC] Yikun Wang, Yang Li, Zeyi Ren, Yik-Chung Wu, Rui Zhang, "Learning to Jointly Optimize Antenna Positioning and Beamforming for Movable Antenna-Aided Systems" , in IEEE International Conference on Communications (ICC), 2026

[IEEE VTC] V. Vardanyan, Z. Niu, S. Zhou, "DRIVE: Dynamic Residual Information Exchange for Communication-Efficient Collaborative Perception in Autonomous Driving" , in IEEE Vehicular Technology Conference (VTC2026-Spring), 2026

[ECCV] Ziyi Song, Chen Xia, Hang Yu, Sheng Zhou, Zhisheng Niu, "DH-VLM: Dual-Horizon Cooperative Latent Reasoning for Autonomous Driving" , in European Conference on Computer Vision (ECCV), 2026

[International Joint Conference on Neural Networks (IJCNN)] Chen Xia, Qianxin Qu, Ziyi Song, Guipeng Zhang, Sheng Zhou, Zhisheng Niu, "CoSTr: a Fully Sparse Transformer with Mutual Information for Pragmatic Collaborative Perception" , in International Joint Conference on Neural Networks (IJCNN), 2026

Journal Articles

[IEEE TMC] Z. Nan, Y. Han, S. Zhou, Z. Niu, "Robust DNN Partitioning and Resource Allocation Under Uncertain Inference Time" , in IEEE Transactions on Mobile Computing, 2026

[IEEE Robotics and Automation Letters] Wei Zuo, Zeyi Ren, Chengyang Li, Yikun Wang, Mingle Zhao, Shuai Wang, Wei Sui, Fei Gao, Yik-Chung Wu, Chengzhong Xu, "DPNet: Doppler LiDAR Motion Planning for Highly-Dynamic Environments" , in IEEE Robotics and Automation Letters, 2026

2025

Conference Papers

[IEEE GLOBECOM] Y. Han, Z. Nan, S. Zhou, Z. Niu, "Joint Memory Frequency and Computing Frequency Scaling for Energy-Efficient DNN Inference" , in IEEE Global Communications Conference (GLOBECOM), 2025

[IEEE ICC] Y. Han, Z. Nan, S. Zhou, Z. Niu, "DVFS-aware DNN Inference on GPUs: Latency Modeling and Performance Analysis" , in IEEE International Conference on Communications (ICC), 2025

[IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)] Yinsong Wang, Siwei Chen, Ziyi Song, Sheng Zhou, "WHALES: A Multi-Agent Scheduling Dataset for Enhanced Cooperation in Autonomous Driving" , in IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2025 DOI

[Comput. Commun.] J. Yan, T. Chen, Y. Sun, Z. Nan, S. Zhou, Z. Niu, "On the Impact of Mobility in Asynchronous Federated Learning over Device-to-Device Networks" , in IEEE International Conference on Computer Communications (INFOCOM), Workshop on Pervasive Network Intelligence for 6G Networks, 2025

[International Conference on Machine Learning (ICML)] Chen Zhang, Weixin Bu, Zeyi Ren, Zhengwu Liu, Yik-Chung Wu, Ngai Wong, "Nonparametric Teaching for Graph Property Learners" , in International Conference on Machine Learning (ICML), 2025 PDF DOI

[IEEE ICC] Yaodan Xu, S. Zhou, Z. Niu, "Joint Optimization of Offloading, Batching and DVFS for Multiuser Co-Inference" , in IEEE International Conference on Communications (ICC), 2025

[IEEE International Conference on Parallel and Distributed Systems (ICPADS)] Y. Bai, Y. Sun, T. Chen, W. Chen, S. Zhou, Z. Niu, "FedTeddi: Temporal Drift and Divergence Aware Scheduling for Timely Federated Edge Learning" , in IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2025

[IEEE GLOBECOM] Jingreng Lei, Yang Li, Zeyi Ren, Qingfeng Lin, Ziyue Wang, Ya-Feng Liu, Yik-Chung Wu, "Distributed Activity Detection for Cell-Free Hybrid Near-Far Field Communications" , in IEEE Global Communications Conference (GLOBECOM), 2025

[IEEE ICC] B. Xie, S. Zhou, Z. Niu, "AEPHORA: AI/ML-Based Energy-Efficient Proactive Handover and Resource Allocation" , in IEEE International Conference on Communications, 2025

Journal Articles

[IEEE WCL] Zeyi Ren, Qingfeng Lin, Jingreng Lei, Yang Li, Yik-Chung Wu, "Mixture of Experts-Augmented Deep Unfolding for Activity Detection in IRS-Aided Systems" , in IEEE Wireless Communications Letters, 2025 PDF DOI

[China Comm.] S. Zhou, B. Xie, D. Shen, W. Feng, Z. Niu, "Agile Coverage for Low-Altitude Aerial Intelligent Networks: A Blended Hyper-Cellular Solution" , in China Communications, 2025

[IEEE TMC] Z. Nan, Y. Han, J. Yan, S. Zhou, Z. Niu, "Robust Task Offloading and Resource Allocation Under Imperfect Computing Capacity Information in Edge Intelligence Systems" , in IEEE Transactions on Mobile Computing, 2025

[IEEE TWC] J. Yan, T. Chen, Y. Sun, Z. Nan, S. Zhou, Z. Niu, "Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning" , in IEEE Transactions on Wireless Communications, 2025 PDF

[IEEE JSAC] J. Yan, Y. Sun, S. Zhou, Z. Niu, D. Gündüz, "SNAKE: Sequential Continual Learning for Knowledge Extension over Communication-Constrained Networks" , in IEEE Journal on Selected Areas in Communications, 2025

[IEEE TPDS] Yaodan Xu, S. Zhou, Z. Niu, "SMDP-Based Dynamic Batching for Improving Responsiveness and Energy Efficiency of Batch Services" , in IEEE Transactions on Parallel and Distributed Systems, 2025

[IEEE TMC] J. Yan, Y. Sun, Z. Nan, S. Zhou, Z. Niu, "Mobility-Aware Asynchronous Federated Learning with Dynamic Sparsification" , in IEEE Transactions on Mobile Computing, 2025

[IEEE TVT] T. Chen, J. Yan, Y. Sun, S. Zhou, D. Gündüz, Z. Niu, "Mobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networks" , in IEEE Transactions on Vehicular Technology, 2025 PDF

[IEEE TMC] T. Chen, J. Yan, Y. Sun, S. Zhou, D. Gündüz, Z. Niu, "FedCGD: Collective Gradient Divergence Optimized Scheduling for Wireless Federated Learning" , in IEEE Transactions on Mobile Computing, 2025 PDF

2024

Conference Papers

[IEEE ICC] T. Zhao, Sheng Zhou, X. Guo, Zhisheng Niu, "Tasks scheduling and resource allocation in heterogeneous cloudfordelay-boundedmobileedgecomputing" , in IEEE International Conference on Communications, 2024

[IEEE Wireless Commun.] M. D. ThaoChan, Y. Jia, Sheng Zhou, Zhisheng Niu, "RSU-Aided Energy-Efficient Collaborative Perceptionfor Connected Autonomous Vehicles" , in IEEE Wireless Communications, 2024

[Wireless Netw.] Tan Chen, Sheng Zhou, W. Chen, Zhisheng Niu, "Powercontrolpoliciesforawirelesslinkwithenergyhar- vestingtransmitterandreceiver" , in Wireless Networks, 2024

[IEEE INFOCOM] J. Sun, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, "Optimizing Information Freshnessin Broadcast Networkwith Unreliable Linksand Random Arrivals: An Approximate Index Policy" , in IEEE INFOCOM, 2024

[IEEE INFOCOM] B. Yin, S. Zhang, Y. Cheng, L. X. Cai, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, "Only Those Requested Count: Proactive Scheduling Policesfor Minimizing Effective Age-of-Information" , in IEEE INFOCOM, 2024

[IEEE ICC] T. Liu, Sheng Zhou, Zhisheng Niu, "Mobility-awarecoded-cachingschemeforsmallcellnetwork" , in IEEE International Conference on Communications, 2024

[IEEE ICC] Y. Sun, X. Guo, Sheng Zhou, Zhiyuan Jiang, X. Liu, Zhisheng Niu, "Learning-basedtaskoffloadingforvehicular cloudcomputingsystems" , in IEEE International Conference on Communications, 2024

[IEEE Wireless Commun.] X. HuangandS. Zhou, "Latency Guaranteed Edge Inferencevia Dynamic Compression Ratio Se- lection" , in IEEE Wireless Communications, 2024

[IEEE VTC] Y. Jia, Jiawen Zhang, S. Lu, B. Fan, R. Mao, Sheng Zhou, Zhisheng Niu, "Infrastructure-Assisted Collaborative Perceptionin Automated Valet Parking: ASafety Perspective" , in IEEE Vehicular Technology Conference, 2024

[IEEE INFOCOM] W. Shi, Y. Hou, Sheng Zhou, Zhisheng Niu, Y. Zhang, L. Geng, "Improving Device-Edge Cooperative In- ferenceof Deep Learningvia2-Step Pruning" , in IEEE INFOCOM, 2024

[IEEE ICC] L. WangandS. Zhou, "Flexiblefunctionalsplit in C-RANwithrenewableenergypoweredremote radiounits" , in IEEE International Conference on Communications, 2024

[IEEE ICC] L. Chen, Sheng Zhou, J. Xu, "Energy efficient mobile edge computing in dense cellular networks" , in IEEE International Conference on Communications, 2024

[IEEE ICC] J. Xu, Y. Sun, L. Chen, Sheng Zhou, "E2M2: Energyefficientmobilitymanagementindensesmall cellswithmobileedgecomputing" , in IEEE International Conference on Communications, 2024

[IEEE ICC] Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, "Distributed Policy Learning Based Random Access for Diversified QoSRequirements" , in IEEE International Conference on Communications, 2024

[IEEE ICC] L. Liu, Y. Cheng, Lin X. Cai, Sheng Zhou, Zhisheng Niu, "Deep learning based optimization in wireless network" , in IEEE International Conference on Communications, 2024

[IEEE WCNC] J. Yan, Y. Han, Z. Nan, S. Zhou, "CPU-Utilization-Aware Scheduling for In-Vehicle Distributed Computing" , in IEEE Wireless Communications and Networking Conference (WCNC), 2024

[IEEE INFOCOM] Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, Y. Cheng, "AUnified Sampling and Scheduling Approach for Status Updatein Multiaccess Wireless Networks" , in IEEE INFOCOM, 2024

[IEEE ICC] Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, "Antenna-beam spatial transformation in C-RAN with large antenna arrays" , in IEEE International Conference on Communications, 2024

[IEEE ICC] J. Gong, Sheng Zhou, Z. Zhou, "Analysisandoptimizationofwirelesstransmissionsoverfastfading channelswithslowtime-varyingenergyarrival" , in IEEE International Conference on Communications, 2024

[IEEE INFOCOM] J. Sun, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, "Age-Optimal Scheduling for Heterogeneous Traffic with Timely-Throughput Constraint" , in IEEE INFOCOM, 2024

[IEEE Wireless Commun.] T. Liang, Z. Yu, T. Zhang, Sheng Zhou, W. Liu, L. Dong, Zhisheng Niu, ", Joint Frame Structureand Beamwidth Optimizationfor Integrated Localizationand Communication" , in IEEE Wireless Communications, 2024

[IEEE ICC] Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, ", Discretespatialcompressionbeyondbeamspacechannelsparsitybased onbranch-and-bound" , in IEEE International Conference on Communications, 2024

Journal Articles

[IEEE TVT] B. Xie, S. Chen, S. Zhou, Z. Niu, B. Galkin, I. Dusparic, "Learning-Assisted User Scheduling and Beamforming for mmWave Vehicular Networks" , in IEEE Transactions on Vehicular Technology, 2024

[Journal of Electronics & Information Technology] 孙径舟, 王乐涵, 孙宇璇, 周盛, 牛志升, "面向6G网络的信息时效性度量及研究进展" , in Journal of Electronics & Information Technology, 2024

[J. Commun.] 牛志升, 周盛, 孙宇璇, "面向’双碳’战略的绿色通信与网络：挑战与对策" , in Journal of Communications, 2024

[J. Internet Things] 曾启程, 孙宇璇, 周盛, "车辆间计算任务卸载算法与系统级仿真验证" , in Journal on Internet of Things, 2024

[Sci. China Inf. Sci.] 周盛, 孙宇璇, 姜之源, 龚杰, 常征, 牛志升, "能量信息深度融合的移动网络架构及其技术挑战" , in Science China: Information Sciences, 2024

[Pattern Recognit.] 毛瑞清, 贾宇宽, 孙宇璇, 周盛, 牛志升, "定位与通信受限的网联协同感知算法" , in Pattern Recognition, 2024

[IEEE Wireless Commun.] , "Xiaoyang Li,Yi Gong,Kaibin Huangand Zhisheng Niu,”Over-the-Air Integrated Sensing,Commu- nication, and Comp" , in IEEE Wireless Communications, 2024

[IEEE TWC] P. He, L. Zhao, Sheng Zhou, Zhisheng Niu, "Water-filling: Ageometricapproachanditsapplicationtosolve generalizedradioresourceallocationproblems" , in IEEE Transactions on Wireless Communications, 2024

[IEEE Wireless Commun.] Zhiyuan Jiang, Yi Shi, Limin Jiang, H. Hu, Q. Deng, Siyi Xu, Y. Liu, F. Yuan, Shan Cao, Sheng Zhou, "Venus: A RISC-VDomain Specific Architecture Towards IntegratedAIand Wireless Baseband Processingfor 6GEdge Intelligence" , in IEEE Wireless Communications, 2024

[IEEE TWC] X. Zheng, Sheng Zhou, Zhisheng Niu, "Urgencyof Informationfor Context-Aware Timely Status Updates in Remote Control Systems" , in IEEE Transactions on Wireless Communications, 2024

[IEEE TVLSI] Limin Jiang, Yi Shi, Y. Shen, Shan Cao, Zhiyuan Jiang, Sheng Zhou, "Unlimited Vector Processing for Wireless Baseband Based on RISC-VExtension" , in IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2024

[IEEE TWC] J. Wu, Sheng Zhou, Zhisheng Niu, "Traffic-awarebasestationsleepingcontrolandpowermatch-ingfor energy-delaytradeoffsingreencellularnetworks" , in IEEE Transactions on Wireless Communications, 2024

[IEEE Access] Z. Chang, Z. Zhou, Sheng Zhou, Tan Chen, T. Ristaniemi, "Towardsservice-oriented5G:Virtualizing thenetworksforeverything-as-a-Service" , in IEEE Access, 2024

[IEEE IoT-J] Zhiyuan Jiang, B. Krishnamachari, X. Zheng, Sheng Zhou, Zhisheng Niu, "Timely Status Updatein Wire-less Up- links: Analytical Solutionswith Asymptotic Optimality" , in IEEE Internet of Things Journal, 2024

[Comput. Commun.] J. Hribar, DaSilva, Sheng Zhou, Zhiyuan Jiang, I. Dusparic, "Timely and Sustainable: Utilis- ing Correlationin Status Updatesof Battery-Poweredand Energy-Harvesting Sensors Using Deep Rein- forcement Learning" , in Computer Communications, 2024

[IEEE IoT-J] Zhiyuan Jiang, Sheng Zhou, X. Guo, Zhisheng Niu, "Task replication for deadline-constrained vehicular cloud computing: optimal policy, performance analysis and implications on road traffic" , in IEEE Internet of Things Journal, 2024

[IEEE TWC] J. Liu, Sheng Zhou, J. Gong, Zhisheng Niu, Siyi Xu, "Statisticalmultiplexinggainanalysisofheterogeneousvir- tual base station pools in cloud radio access networks" , in IEEE Transactions on Wireless Communications, 2024

[IEEE Wireless Commun.] D. Lee, Sheng Zhou, X. Zhong, Zhisheng Niu, X. Zhou, H. Zhang, "Spatialmodelingofthetrafficdensity incellularnetworks" , in IEEE Wireless Communications, 2024

[IEEE Commun. Mag.] T. Zhao, Zhisheng Niu, Sheng Zhou, "Software-definedhyper-cellulararchitectureforgreenand elasticwirelessaccess" , in IEEE Communications Magazine, 2024

[IEEE TCCN] Zhiyuan Jiang, Y. Liu, J. Hribar, L. A. DaSilva, Sheng Zhou, Zhisheng Niu, "SMART:Situationally-Aware Multi- Agent Reinforcement Learning-Based Transmissions" , in IEEE Transactions on Cognitive Communications and Networking, 2024

[IEEE Commun. Mag.] W. Guo, Sheng Zhou, Y. Chen, X. Chu, S. Wang, Zhisheng Niu, "Simultaneousinformationandenergyflow for IoTrelaysystemswithcrowdharvesting" , in IEEE Communications Magazine, 2024

[IEEE JSAC] G. Wang, Sheng Zhou, S. Zhang, Zhisheng Niu, S. Shen, "SFC-Based Service Provisioningfor Recon-fig- urable Space-Air-Ground Integrated Networks" , in IEEE Journal on Selected Areas in Communications, 2024

[IEEE TMC] F. Peng, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, S. Zhang, "Sensingand Communication Co-Designfor Status Update in Multiaccess Wireless Networks" , in IEEE Transactions on Mobile Computing, 2024

[IEEE IoT-J] Zhiyuan Jiang, Z. Cao, B. Krishnamachari, Sheng Zhou, Zhisheng Niu, "SENATE: A Permissionless Byzantine consensusprotocolinwirelessnetworksforreal-timeinternet-of-thingsapplications" , in IEEE Internet of Things Journal, 2024

[IEEE IoT-J] K. Liu, W. Shen, Y. Cheng, L. Cai, Q. Li, Sheng Zhou, Zhisheng Niu, "Security Analysisof Mobile Device- to-Device Network Applications" , in IEEE Internet of Things Journal, 2024

[IEEE Access] , "S.Zhou,D.Lee,B.Leng,X.Zhou,H.Zhang,andZ.Niu“, Onthespatialdistributionofbasestations anditsrelationt" , in IEEE Access, 2024

[IEEE Network] Z. Zhou, C. Sun, R. Shi, Z. Chang, Sheng Zhou, Y. Li, "Robustenergyschedulinginvehicle-to-grid networks" , in IEEE Network, 2024

[JCIN] Sheng Zhou, "Resource Allocation for Channel Estimation in Reconfigurable Intelligent Surface-Aided Multi-Cell Networks" , in Journal of Communications and Information Networks, 2024

[IEEE Wireless Commun.] J. Liu, Siyi Xu, Sheng Zhou, Zhisheng Niu, "Redesigning fronthaul for next-generation networks: beyond basebandsamplesandpoint-to-pointlinks" , in IEEE Wireless Communications, 2024

[IEEE TWC] Zheng Chang, Tapani Ristaniemi, Zhisheng Niu, "Radio Resource Allocation for Collaborative OFDMARelay Networkswith Imperfect Channel State Information" , in IEEE Transactions on Wireless Communications, 2024

[JCIN] G. Wang, Sheng Zhou, "Radio Resource Allocation for Bidirectional Offloading in Space- Air-Ground Integrated Vehicular Network" , in Journal of Communications and Information Networks, 2024

[IEEE TMC] X. Huang, Sheng Zhou, "QMNet: Importance-Aware Message Exchange for Decentralized Multi- Agent Reinforcement Learning" , in IEEE Transactions on Mobile Computing, 2024

[IEEE TWC] J. Gong, Sheng Zhou, Z. Zhou, Zhisheng Niu, "Policy optimization for content push via energyharvesting smallcellsinheterogeneousnetworks" , in IEEE Transactions on Wireless Communications, 2024

[IEEE JSAC] Sheng Zhou, Tan Chen, W. Chen, Zhisheng Niu, "Outageminimizationforafadingwirelesslinkwithenergy harvestingtransmitterandreceiver" , in IEEE Journal on Selected Areas in Communications, 2024

[IEEE JSAC] J. Sun, L. Wang, Y. Sun, Sheng Zhou, Zhisheng Niu, "Optimizing Task-Specific Timeliness With Edge- Assisted Schedulingfor Status Update" , in IEEE Journal on Selected Areas in Communications, 2024

[IEEE Wireless Commun.] Zhiyuan Jiang, B. Krishnamachari, Sheng Zhou, Zhisheng Niu, "Optimalsleepingmechanismformultipleservers with MMPP-based bursty traffic arrival" , in IEEE Wireless Communications, 2024

[IEEE TCOM] J. Gong, Sheng Zhou, Zhisheng Niu, "Optimalpowerallocationforenergyharvestingandpowergridcoex- istingwirelesscommunicationsystems" , in IEEE Transactions on Communications, 2024

[IEEE TVT] C. Hu, J. Gong, X. Wang, Sheng Zhou, Zhisheng Niu, "Optimalgreenenergyutilization in MIMOsystems withhybridenergysupplies" , in IEEE Transactions on Vehicular Technology, 2024

[IEEE TSP] Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, "OptimaldiscretespatialcompressionforbeamspacemassiveMIMO signals" , in IEEE Transactions on Signal Processing, 2024

[IEEE TWC] D. Cao, Sheng Zhou, "Optimalcombinationofbasestationdensitiesforenergy-efficienttwo- tierheterogeneouscellularnetworks" , in IEEE Transactions on Wireless Communications, 2024

[IEEE TVT] Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, "Optimal antenna cluster size in cell-free distributed large-scale an- tennasystemswithimperfectCSIandinter-clusterinterference" , in IEEE Transactions on Vehicular Technology, 2024

[IEEE Commun. Lett.] L. WangandS. Zhou, "Onthefronthaulstatisticalmultiplexinggain" , in IEEE Communications Letters, 2024

[IEEE TGCN] J. Gong, Z. Zhou, Sheng Zhou, "Onthe time scales of energyarrivaland channel fading in energyhar- vestingcommunications" , in IEEE Transactions on Green Communications and Networking, 2024

[IEEE Wireless Commun.] Sheng Zhou, "On the Coverage and Capacity of Ultra-Dense Networks with Directional Transmissions" , in IEEE Wireless Communications, 2024

[Sci. China Inf. Sci.] J. Gong, Sheng Zhou, B. K. Lau, Zhisheng Niu, "On precoding for overlapped clustering in a measured urbanmacrocellularenvironment" , in Science China: Information Sciences, 2024

[IEEE TCOM] J. Gong, Sheng Zhou, Z. Zhou, "NetworkedMIMOwithfractionaljointtransmissioninenergyhar- vestingsystems" , in IEEE Transactions on Communications, 2024

[IEEE IoT-J] W. Zhang, Y. Gu, B. Zhao, Q. Deng, X. Chen, Yi Shi, Limin Jiang, Shan Cao, Zhiyuan Jiang, R. Mao, Sheng Zhou, "Near-Sensor LiDARand Visual Feature Extractionand Communicationfor Low-Latency Roadside Cooperative Perception" , in IEEE Internet of Things Journal, 2024

[IEEE TWC] W. Shi, Sheng Zhou, Zhisheng Niu, M. Jiang, L. Geng, "Multiuser Co-inference with Batch Processing Capable Edge Server" , in IEEE Transactions on Wireless Communications, 2024

[IEEE TNSM] B. Lu, Y. Wu, L. Qian, Sheng Zhou, H. Zhang, R. Lu, "Multi-AgentDRL-Based Two-Timescale Re- source Allocationfor Network Slicing in V2XCommunications" , in IEEE Transactions on Network and Service Management, 2024

[IEEE TVT] Y. Jia, R. Mao, Y. Sun, Sheng Zhou, Zhisheng Niu, "MASS:Mobility-Aware Sensor Schedulingof Coopera- tive Perceptionfor Connected Automated Driving" , in IEEE Transactions on Vehicular Technology, 2024

[IEEE TWC] Zhiyuan Jiang, S. Chen, Sheng Zhou, Zhisheng Niu, "Jointuserschedulingandbeamselectionoptimizationforbeam- basedmassiveMIMOdownlinks" , in IEEE Transactions on Wireless Communications, 2024

[IEEE TWC] Sheng Zhou, Y. Jia, Zhisheng Niu, "Joint Task Offloading and Resource Allocation for Vehicular Edge Computingwith Result Feedback Delay" , in IEEE Transactions on Wireless Communications, 2024

[IEEE TWC] W. Shi, Sheng Zhou, Zhisheng Niu, "Joint Device Scheduling and Resource Allocation for Latency Con- strained Wireless Federated Learning" , in IEEE Transactions on Wireless Communications, 2024

[IEEE TCOM] R. Deng, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, "Intermittent CSI update for massive MIMO systems with heterogeneoususermobility" , in IEEE Transactions on Communications, 2024

[IEEE TVT] Sheng Zhou, J. Xu, Zhisheng Niu, "Interference-awarerelayselectionschemefortwo-hoprelaynetworks withmultiplesource-destinationpairs" , in IEEE Transactions on Vehicular Technology, 2024

[IEEE TWC] D. Cao, Sheng Zhou, Zhisheng Niu, "Improving the energy efficiency of two-tier heterogeneous cellular networksthroughpartialspectrumreuse" , in IEEE Transactions on Wireless Communications, 2024

[JCIN] X. HuangandS. Zhou, "Importance-Aware Data Pre-Processingand Device Schedulingfor Multi- Channel Edge Learning" , in Journal of Communications and Information Networks, 2024

[IEEE TCCN] N. Huang, C. Dou, Y. Wu, L. Qian, Sheng Zhou, R. Lu, "Image Analysis Oriented Integrated Sensingand Communication via Intelligent Reflecting Surface" , in IEEE Transactions on Cognitive Communications and Networking, 2024

[IEEE TIT] L. Wang, J. Sun, Y. Sun, Sheng Zhou, Zhisheng Niu, M. Jiang, L. Geng, "Grouping-based Schedulingunder Age of Correlated Information Constraints" , in IEEE Transactions on Information Theory, 2024

[IEEE Commun. Mag.] Sheng Zhou, J. Gong, Z. Zhou, W. Chen, Zhisheng Niu, "Green Delivery: Proactive content caching and pushwithenergy-harvesting-basedsmallcells" , in IEEE Communications Magazine, 2024

[IEEE TWC] L. Wang, Sheng Zhou, "Flexible Functional Split and Power Control for Energy Harvesting Cloud Radio Access Networks" , in IEEE Transactions on Wireless Communications, 2024

[IEEE TCCN] P. Li, H. Dong, L. Qian, Sheng Zhou, Y. Wu, "Flex Gen: Efficient On-Demand GenerativeAIService With Flexible Diffusion Modelin Mobile Edge Networks" , in IEEE Transactions on Cognitive Communications and Networking, 2024

[IEEE Commun. Mag.] Zhiyuan Jiang, S. Chen, A. F. Molisch, R. Vannithamby, Sheng Zhou, Zhisheng Niu, "Exploitingwirelesschannel stateinformationstructuresbeyondlinearcorrelations: Adeeplearningapproach" , in IEEE Communications Magazine, 2024

[IEEE TWC] H. Zhang, Zhiyuan Jiang, Siyi Xu, Sheng Zhou, "Error Analysisfor Status Updatefrom Sensorswith Tem- porallyand Spatially Correlated Observations" , in IEEE Transactions on Wireless Communications, 2024

[Sci. China Inf. Sci.] Sheng Zhou, S. Zhang, Zhisheng Niu, "Energyefficientnetworkplanninganddynamiccontrolforhyper- cellularnetwork" , in Science China: Information Sciences, 2024

[IEEE Commun. Mag.] S. Zhang, N. Zhang, Sheng Zhou, J. Gong, Zhisheng Niu, X. Shen, "Energy-sustainabletrafficsteeringfor 5Gmobilenetworks" , in IEEE Communications Magazine, 2024

[China Comm.] T. Zhao, Sheng Zhou, L. Song, Zhiyuan Jiang, X. Guo, Zhisheng Niu, "Energy-optimalanddelay-boundedcompu- tationoffloadinginmobileedgecomputingwithheterogeneousclouds" , in China Communications, 2024

[China Comm.] T. Zhao, Sheng Zhou, L. Song, Zhiyuan Jiang, X. Guo, Zhisheng Niu, "Energy-optimal computation offloading withdelayconstraintsinmobileedgecomputingsystemswithheterogeneousclouds" , in China Communications, 2024

[IEEE T-ITS] M. ThaoChan, R. Zhao, Y. Jia, Sheng Zhou, Zhisheng Niu, "Energy-Efficient Collaborative Percep- tion: ABlock-SkippingDNNApproachwith Dynamic Frequency Scalingand Environment Aware- ness" , in IEEE Transactions on Intelligent Transportation Systems, 2024

[IEEE TWC] ZhishengNiu, ShengZhou, YaoHua, QianZhang, DongxuCao, "Energy-awarenetworkplan- ningforwirelesscellularsystemswithinter-cellcooperation" , in IEEE Transactions on Wireless Communications, 2024

[IEEE JSAC] Zheng Chang, Jie Gong, Yingyu Li, Zhenyu Zhou, Tapani Ristaniemi, Guangming Shi, Zhu Han, Zhisheng Niu, "Energy Efficient Resource Allocation for Wireless Power Transfer Enabled Collaborative Mobile Clouds" , in IEEE Journal on Selected Areas in Communications, 2024

[IEEE JSAC] Y. Sun, Sheng Zhou, J. Xu, "EMM:Energy-awaremobilitymanagementformobileedgecomputing in ultra dense networks" , in IEEE Journal on Selected Areas in Communications, 2024

[IEEE Commun. Mag.] Y. Sun, W. Shi, X. Huang, Sheng Zhou, Zhisheng Niu, "Edge Learningwith Timeliness Constraints: Chal- lengesand Solutions" , in IEEE Communications Magazine, 2024

[IEEE IoT-J] X. Huang, Sheng Zhou, "Dynamic Compression Ratio Selection for Edge Inference Systems with Hard Deadlines" , in IEEE Internet of Things Journal, 2024

[IEEE TCOM] Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, "Dynamic channel acquisition in MU-MIMO" , in IEEE Transactions on Communications, 2024

[IEEE TVT] L. WangandS. Zhou, "Dynamic Caching: ACollaborative Designof Storageand Backhaul" , in IEEE Transactions on Vehicular Technology, 2024

[IEEE TWC] Sheng Zhou, J. Gong, Zhisheng Niu, "Distributedadaptationofquantizedfeedbackfordownlinknetwork MIMOsystems" , in IEEE Transactions on Wireless Communications, 2024

[IEEE TWC] Y. Sun, Sheng Zhou, Zhisheng Niu, "Distributed Task Replication for Vehicular Edge Computing: Perfor- mance Analysisand Learning-based Algorithm" , in IEEE Transactions on Wireless Communications, 2024

[IEEE JSAC] X. Guo, Zhisheng Niu, Sheng Zhou, P. R. Kumar, "Delay-constrainedenergy-optimalbasestationsleeping control" , in IEEE Journal on Selected Areas in Communications, 2024

[IEEE Commun. Lett.] Q. Zeng, Zhisheng Niu, Sheng Zhou, "Delay Optimization of Coded Computing With Hierarchical Task Partitioning" , in IEEE Communications Letters, 2024

[IEEE IoT-J] J. Liu, B. Krishnamachari, Sheng Zhou, Zhisheng Niu, "Deep Nap: Data-drivenbasestationsleepingopera- tionsthroughdeepreinforcementlearning" , in IEEE Internet of Things Journal, 2024

[JCIN] H. Pan, Sheng Zhou, Y. Jia, Zhisheng Niu, M. Zheng, L. Geng, "Data-drivenusercomplaintpredictionfor mobileaccessnetworks" , in Journal of Communications and Information Networks, 2024

[China Comm.] Y. XuandS. Zhou, "Coverage Analyseson Directional Transmissions Ultra-Dense Networkswith Imperfect Beam Alignment" , in China Communications, 2024

[IEEE Wireless Commun.] J. Liu, T. Zhao, Sheng Zhou, Y. Cheng, Zhisheng Niu, "CONCERT: a cloud-based architecture for next- generationcellularsystems" , in IEEE Wireless Communications, 2024

[IEEE/ACM ToN] L. Chen, Sheng Zhou, J. Xu, "Computationpeeroffloadingforenergy-constrainedmobileedgecom- putinginsmall-cellnetworks" , in IEEE/ACM Transactions on Networking, 2024

[IEEE Network] Sheng Zhou, Y. Jia, R. Mao, Y. Sun, Zhisheng Niu, "Collaborative Perception Oriented Wireless Com- municationsfor Intelligent Unmanned Systems" , in IEEE Network, 2024

[IEEE Wireless Commun.] Z. Chang, Sheng Zhou, T. Ristaniemi, Zhisheng Niu, "Collaborative mobile clouds: an energy efficient paradigmforcontentsharing" , in IEEE Wireless Communications, 2024

[IEEE Commun. Lett.] F. Zhang, Sheng Zhou, Y. Sun, "Coded Computationover Heterogeneous Workerswith Random Task Arrivals" , in IEEE Communications Letters, 2024

[IEEE TSP] Y. Sun, FanZhang, JunlinZhao, Sheng Zhou, Z. NiuandD. Gündüz, "Coded Computation Across Shared Heterogeneous Workswith Communication Delay" , in IEEE Transactions on Signal Processing, 2024

[IEEE TSP] Y. Sun, F. Zhang, J. Zhao, Sheng Zhou, Zhisheng Niu, D. Gündüz, "Coded Computation across Shared Heterogeneous Workers with Communication Delay" , in IEEE Transactions on Signal Processing, 2024

[IEEE TCOM] J. Sun, Zhiyuan Jiang, B. Krishnamachari, Sheng Zhou, Zhisheng Niu, "Closed-Form Whittle’s Index-Enabled Random Accessfor Timely Status Update" , in IEEE Transactions on Communications, 2024

[IEEE TWC] X. Zheng, Sheng Zhou, Zhiyuan Jiang, Zhisheng Niu, "Closed-Form Analysisof Non-Linear Age-of-Information in Status Updates with an Energy Harvesting Transmitter" , in IEEE Transactions on Wireless Communications, 2024

[IEEE Wireless Commun.] Sheng Zhou, Zhisheng Niu, S. Tanabe, P. Yang, "CHORUS:frameworkforscalablecollaborationinhetero- geneousnetworkswithcognitivesynergetic" , in IEEE Wireless Communications, 2024

[IEEE JSAC] Zhisheng Niu, X. Guo, Sheng Zhou, P. R. Kumar, "Characterizing energy–delay tradeoff in hyper-cellular networkswithbasestationsleepingcontrol" , in IEEE Journal on Selected Areas in Communications, 2024

[IEEE Commun. Lett.] R. Deng, S. Chen, Sheng Zhou, Zhisheng Niu, W. Zhang, "Channel Fingerprint Based Beam Tracking for Millimeter Wave Communications" , in IEEE Communications Letters, 2024

[IEEE TVT] Y. Jia, Y. Sun, R. Mao, Sheng Zhou, Zhisheng Niu, "C-MASS: Combinatorial Mobility-Aware Sensor Schedulingfor Collaborative Perceptionwith Second-Order Topology Approximation" , in IEEE Transactions on Vehicular Technology, 2024

[IEEE TVT] J. Wu, Y. Bao, G. Miao, Sheng Zhou, Zhisheng Niu, "Base-stationsleepingcontrolandpowermatchingfor energy-delaytradeoffswithburstytraffic" , in IEEE Transactions on Vehicular Technology, 2024

[Entropy] L. Wang, J. Sun, Y. Sun, Sheng Zhou, Zhisheng Niu, "AUoI-Optimal Policyfor Timely Status Updateswith Resource Constraint" , in Entropy, 2024

[IEEE TMC] T. Zhao, Sheng Zhou, Y. Sun, Zhisheng Niu, "APredictive Frame Transmission Schemefor Cloud Gaming in Mobile Edge Cloudlet Systems" , in IEEE Transactions on Mobile Computing, 2024

[IEEE TWC] S. Zhang, L. Wang, H. Luo, X. MaandS. Zhou, "AoI-Delay Tradeoffin Mobile Edge Caching With Freshness-Aware Content Refreshing" , in IEEE Transactions on Wireless Communications, 2024

[IEICE Trans. Commun.] J. Gong, Sheng Zhou, Zhisheng Niu, "Anovelprecodingschemefordynamicbasestationcooperationwith overlappedclusters" , in IEICE Transactions on Communications, 2024

[IEEE JSAC] J. Sun, L. Wang, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, "Age-Optimal Schedulingfor Heterogeneous Traffic with Timely-Throughput Constraint" , in IEEE Journal on Selected Areas in Communications, 2024

[IEEE JSAC] JingzhouSun, LehanWang, ZhiyuanJiang, ShengZhou, ZhishengNiu, "Age-Optimal Schedul- ingfor Heterogeneous Trafficwith Timely Throughput Constraints" , in IEEE Journal on Selected Areas in Communications, 2024

[IEICE Trans. Commun.] J. Gong, Sheng Zhou, Zhisheng Niu, "Adynamicprogrammingapproachforbasestationsleepingincellular networks" , in IEICE Transactions on Communications, 2024

[Entropy] Q. Zeng, Zhisheng Niu, Sheng Zhou, "Adaptive Privacy-Preserving Coded Computing With Hierarchical Task Partitioning" , in Entropy, 2024

[IEEE TVT] Y. Sun, X. Guo, J. Song, Sheng Zhou, Zhiyuan Jiang, X. Liu, Zhisheng Niu, "Adaptive learning-based task of- floading for vehicular edge computing systems" , in IEEE Transactions on Vehicular Technology, 2024

[Sci. China Inf. Sci.] “Zhisheng Niu”, "“面向 6G 网络的高可靠低延时通信计算与控制”" , in Science China: Information Sciences, 2024

[IEEE TVT] P. He, L. Zhao, Sheng Zhou, Zhisheng Niu, ", Recursivewaterfillingforwirelesslinkswithenergyhar-vesting transmitters" , in IEEE Transactions on Vehicular Technology, 2024

[IEEE Commun. Lett.] Zhiyuan Jiang, Sheng Zhou, R. Deng, Zhisheng Niu, Shan Cao, ", Pilot-datasuperpositionforbeam-basedFDDmassive MIMOdownlinks" , in IEEE Communications Letters, 2024

[IEEE TWC] P. Wang, L. Liu, Sheng Zhou, G. Peng, S. Yin, S. Wei, ", Near-OptimalMIMO-SCMAUplink Detection with Low-Complexity Expectation Propagation" , in IEEE Transactions on Wireless Communications, 2024

[IEEE TWC] S. Chen, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, Z. He, A. Marinescu, L. DaSilva, ", Learning-Based Remote Channel Inference: Feasibility Analysisand Case Study" , in IEEE Transactions on Wireless Communications, 2024

[IEEE TMC] L. Liu, Y. Cheng, X. Cao, Sheng Zhou, Zhisheng Niu, P. Wang, ", Joint Optimizationof Schedulingand Power Controlin Wireless Networks: Multi-Dimensional Modelingand Decomposition" , in IEEE Transactions on Mobile Computing, 2024

[IEEE TWC] S. Zhang, J. Gong, Sheng Zhou, Zhisheng Niu, ", Howmanysmallcellscanbeturnedoffviaverticaloffloading underaseparationarchitecture?" , in IEEE Transactions on Wireless Communications, 2024

[IEEE Commun. Mag.] Sheng Zhou, Y. Sun, Zhiyuan Jiang, Zhisheng Niu, ", Exploitingmovingintelligence: Delay-optimizedcomputation offloadinginvehicularfognetworks" , in IEEE Communications Magazine, 2024

[IEEE JSAC] S. Zhang, N. Zhang, Sheng Zhou, J. Gong, Zhisheng Niu, X. Shen, ", Energy-awaretrafficoffloadingforgreen heterogeneousnetworks" , in IEEE Journal on Selected Areas in Communications, 2024

[IEEE TWC] Zhisheng Niu, Sheng Zhou, Y. Hua, Q. Zhang, D. Cao, ", Energy-awarenetworkplanningforwirelesscellular systemwithinter-cellcooperation" , in IEEE Transactions on Wireless Communications, 2024

[IEEE TSP] L. Liu, G. Peng, P. Wang, Sheng Zhou, Q. Wei, S. Yin, S. Wei, ", Energy-and Area-Efficient Recursive- Conjugate-Gradient-BasedMMSEDetectorfor MassiveMIMOSystems" , in IEEE Transactions on Signal Processing, 2024

[IEEE JSAC] Y. Sun, Sheng Zhou, Z. NiuandD. Gündüz, ", Dynamic Schedulingfor Over-the-Air Federated Edge Learn- ing With Energy Constraints" , in IEEE Journal on Selected Areas in Communications, 2024

[IEEE TCOM] J. Gong, J. Thompson, Sheng Zhou, Zhisheng Niu, ", Basestationsleepingandresourceallocationinrenewable energypoweredcellularnetworks" , in IEEE Transactions on Communications, 2024

[IEEE TSP] G. Peng, L. Liu, Sheng Zhou, Y. Xue, S. Yin, S. Wei, ", Algorithmandarchitectureofalow-complexity and high-parallelism preprocessing-based K-best detector for large-scale MIMO sys- tems" , in IEEE Transactions on Signal Processing, 2024

[IEEE Wireless Commun.] Zhiyuan Jiang, S. Fu, Sheng Zhou, Zhisheng Niu, S. Zhang, Siyi Xu, ", AI-Assisted Low Information Latency Wireless Networking" , in IEEE Wireless Communications, 2024

[IEEE JSSC] G. Peng, L. Liu, Sheng Zhou, Q. Wei, S. Yin, S. Wei, ", A2.92-Gb/s/Wand0.43-Gb/s/MGFlexibleand Scalable CGRA-Based Baseband Processor for Massive MIMO Detection" , in IEEE Journal of Solid-State Circuits, 2024

2023

Conference Papers

[ITC] T. Chen, J. Yan, Y. Sun, S. Zhou, D. Gunduz, Z. Niu, "Data-heterogeneous hierarchical federated learning with mobility" , in 35th International Teletraffic Congress (ITC-35), 2023

[IEEE SPAWC] J. Yan, Z. Nan, S. Zhou, "V2V-Assisted Timely Hierarchical Federated Learning" , in IEEE Signal Processing Advances in Wireless Communications, 2023

[IEEE VTC] Yaodan Xu, S. Zhou, Q. Cao, B. Zheng, Z. Xiong, Y. Ni, "Time-Triggered Reservation for Cooperative Random Access in Wireless LANs" , in IEEE Vehicular Technology Conference (VTC-Spring), 2023

[IEEE ICC] Yaodan Xu, J. Sun, S. Zhou, Z. Niu, "SMDP-Based Dynamic Batching for Efficient Inference on GPU-Based Platforms" , in IEEE International Conference on Communications (ICC), 2023

[IEEE VTC] H. Wu, Y. Jia, Sheng Zhou, Zhisheng Niu, "Random Access Protocol Designand Analysisfor Neural Inter- faces Under Non-Saturated Regime" , in IEEE Vehicular Technology Conference, 2023

[IEEE Healthcom] H. Wu, Y. Jia, Sheng Zhou, Zhisheng Niu, "NI-MAC:MACProtocol Designfor Neural Interfaces" , in IEEE International Conference on e-Health Networking, Applications and Services, 2023

[IEEE VTC] R. Mao, J. Guo, Y. Jia, Y. Sun, Sheng Zhou, Zhisheng Niu, "MoRFF:Multi-View Object Detection for Connected Autonomous Drivingunder Communicationand Localization Limitations" , in IEEE Vehicular Technology Conference, 2023

[IEEE ICC] B. Xie, Y. Sun, S. Zhou, Z. Niu, J. Chen, D. Gunduz, ", MOB-FL:Mobility-Aware Federated Learningfor Intelligent Connected Vehicles" , in IEEE International Conference on Communications, 2023

Journal Articles

[ZTE Commun.] J. Yan, T. Chen, B. Xie, Y. Sun, S. Zhou, Z. Niu, "Hierarchical Federated Learning: Architecture, Challenges, and Its Implementation in Vehicular Networks" , in ZTE Communications, 2023

[IEEE Commun. Mag.] Y. Sun, B. Xie, S. Zhou, Z. Niu, "MEET: Mobility-Enhanced Edge inTelligence for Smart and Green 6G Networks" , in IEEE Communications Magazine, 2023

2022

Conference Papers

[IEEE ICC] Y. Sun, Sheng Zhou, Zhisheng Niu, D. Gündüz, "Time-Correlated Sparsificationfor Efficient Over-the-Air Model Aggregationin Wireless Federated Learning" , in IEEE International Conference on Communications, 2022

[IEEE ICC] Y. Jia, R. Mao, Y. Sun, Sheng Zhou, Zhisheng Niu, "Online V2X Scheduling for Raw-Level Cooperative Perception" , in IEEE International Conference on Communications, 2022

[IEEE GLOBECOM] X. HuangandS. Zhou, "Importance-Aware Message Exchangeand Predictionfor Multi-Agent Re- inforcement Learning" , in IEEE Global Communications Conference, 2022

[ACCV] R. Mao, J. Guo, Y. Jia, Y. Sun, Sheng Zhou, Zhisheng Niu, ", DOLPHINS:Datasetforcollaborativeper-ception enabled harmonious and interconnected self-driving" , in Asian Conference on Computer Vision, 2022

2021

Conference Papers

[IEEE/CIC ICCC] Sheng Zhou, Zhisheng Niu, "The Impact of Interference Reflection on Reconfigurable Intelligent Surface-Aided Directional Transmissions" , in IEEE/CIC International Conference on Communications in China, 2021

[IEEE/CIC ICCC] Zeng, Sheng Zhou, "On the Capacity of Privacy-Preserving and Straggler-Robust Distributed Coded Computing" , in IEEE/CIC International Conference on Communications in China, 2021

[IEEE SPAWC] W. Shi, Y. Sun, Sheng Zhou, Zhisheng Niu, "Device Scheduling and Resource Allocation for Federated Learningunder Delayand Energy Constraints" , in IEEE Signal Processing Advances in Wireless Communications, 2021

2020

Conference Papers

[ITC] L. Wang, J. Sun, Sheng Zhou, Zhisheng Niu, "Timely Status Update Basedon Urgencyof Informationwith Statistical Context" , in International Teletraffic Congress, 2020

[IEEE ICC] Y. Sun, Sheng Zhou, D. Gunduz, "Energy-Aware Analog Aggregation for Federated Learning with Redundant Data" , in IEEE International Conference on Communications, 2020

[IEEE/CIC ICCC] R. Jiang, Sheng Zhou, "Cluster-Based Cooperative Digital Over-the-Air Aggregation for Wireless Federated Edge Learning" , in IEEE/CIC International Conference on Communications in China, 2020

[IEEE 6G Summit] X. Zheng, Sheng Zhou, Zhisheng Niu, "Beyond Age: Urgencyof Informationfor Timeliness Guaranteein Status Update Systems" , in IEEE 6G Summit, 2020

[IEEE 6G Summit] S. Chen, K. Vu, Sheng Zhou, Zhisheng Niu, M. Bennis, M. Latva-Aho, "ADeep Reinforcement Learning Frame- workto Combat Dynamic Blockageinmm WaveV2XNetworks" , in IEEE 6G Summit, 2020

[IEEE ICC] X. HuangandS. Zhou, "Adaptive Transmissionfor Edge Learningvia Training Loss Estimation" , in IEEE International Conference on Communications, 2020

[IEEE VTC] R. Jiang, Sheng Zhou, K. Huang, "Achieving Cooperative Diversityin Over-the-Air Computationvia Relay Selection" , in IEEE Vehicular Technology Conference, 2020

[IEEE ICC] W. Shi, Sheng Zhou, Zhisheng Niu, ", Device Schedulingwith Fast Convergencefor Wireless Federated Learn- ing" , in IEEE International Conference on Communications, 2020

Journal Articles

[J. Intell. Converged Netw.] Zhisheng Niu, X. Shen, Q. Zhang, Y. Tang, "Space-air-groundintegratedvehicularnetworkforconnected and automated vehicles: Challenges and solutions" , in Journal of Intelligent and Converged Networks, 2020

2019

Conference Papers

[IEEE ISIT] Z. JiangandS. Zhou, "Statusfroma Random Field: How Densely Should One Update?" , in IEEE International Symposium on Information Theory, 2019

[IEEE GLOBECOM] G. Wang, Sheng Zhou, Zhisheng Niu, S. Zhang, S. Shen, "Service Function Chain Planningwith Resource Balancingin Space-Air-Ground Integrated Networks" , in IEEE Global Communications Conference, 2019

[IEEE GLOBECOM] Y. Sun, J. Zhao, Sheng Zhou, D. Gunduz, "Heterogeneous Coded Computationacross Heterogeneous Workers" , in IEEE Global Communications Conference, 2019

[IEEE GLOBECOM] X. Zheng, Sheng Zhou, Zhisheng Niu, "Context-Aware Information Lapse for Timely Status Updates in Remote Control Systems" , in IEEE Global Communications Conference, 2019

[IEEE GLOBECOM] S. Zhang, L. Wang, H. Luo, X. Ma, Sheng Zhou, "Age of Information and Delay Tradeoff with Freshness-Aware Mobile Edge Cache Update" , in IEEE Global Communications Conference, 2019

[IEEE SPAWC] Zhiyuan Jiang, A. Marinescu, L. DaSilva, Sheng Zhou, Zhisheng Niu, ", Scalable Multi-Agent Learningfor Situationally- Aware Multiple-Accessand Grant-Free Transmissions" , in IEEE Signal Processing Advances in Wireless Communications, 2019

Journal Articles

[IEEE Wireless Commun.] Sheng Zhou, G. Wang, S. Zhang, Zhisheng Niu, X. Shen, "Bi Directionalmissionoffloadingforagilespace- air-groundintegratednetworks" , in IEEE Wireless Communications, 2019

2018

Conference Papers

[IEEE GlobalSIP] S. Chen, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, "Time-sequence channel inference for beam alignment in vehicularnetworks" , in IEEE Global Conference on Signal and Information Processing, 2018

[IEEE GLOBECOM] Y. Sun, J. Song, Sheng Zhou, X. Guo, Zhisheng Niu, "Task Replication for Vehicular Edge Computing: A Combinatorial Multi-Armed Banditbased Approach" , in IEEE Global Communications Conference, 2018

[IEEE WCSP] G. Wang, Sheng Zhou, Zhisheng Niu, "Mode Selection in UAV-aided Vehicular Network: an Evolutionary Game Approach" , in International Conference on Wireless Communications and Signal Processing, 2018

[IEEE ICC] C. Dai. X. Xiao, Y. Ding, L. Xiao, Y. Tang, Sheng Zhou, "Learning Based Security for V ANET with Blockchain" , in IEEE International Conference on Communications, 2018

[IEEE GLOBECOM] Zhiyuan Jiang, Z. He, S. Chen, A. Molisch, Sheng Zhou, Zhisheng Niu, "Inferring Remote Channel State Infor- mation: Cramer-Rao Lower Boundand Deep Learning Implementation" , in IEEE Global Communications Conference, 2018

[IEEE GLOBECOM] Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, "Improved Scaling Lawfor Status Update Timelinessin Massive IoT by Elastic Spatial Multiplexing" , in IEEE Global Communications Conference, 2018

[IEEE SPAWC] L. WangandS. Zhou, "Energy-efficientUAVdeploymentwithflexiblefunctionalsplitselection" , in IEEE Signal Processing Advances in Wireless Communications, 2018

[IEEE ISIT] Zhiyuan Jiang, B. Krishnamachari, X. Zheng, Sheng Zhou, Zhisheng Niu, "Decentralized status update for age- of-informationoptimizationinwirelessmultiaccesschannels" , in IEEE International Symposium on Information Theory, 2018

[ITC] Zhiyuan Jiang, B. Krishnamachari, Sheng Zhou, Zhisheng Niu, "Can Decentralized Status Update Achieve Uni- versally Near-Optimal Age-of-Informationin Wireless Multiaccess Channels?" , in International Teletraffic Congress, 2018

[IEEE GLOBECOM] R. Deng, Zhiyuan Jiang, Sheng Zhou, S. Cui, Zhisheng Niu, "ATwo-Step Learningand Interpolation Methodfor Location-Based Channel Database Construction" , in IEEE Global Communications Conference, 2018

[IEEE GLOBECOM] T. Liu, Sheng Zhou, Zhisheng Niu, ", Joint Optimizationof Cache Allocationand Content Placementin Urban Vehicular Networks" , in IEEE Global Communications Conference, 2018

Journal Articles

[IEEE TCAS-I] G. Peng, L. Liu, Sheng Zhou, S. Yin, S. Wei, ", A1.58Gbps/W0.40Gbps/mm^2ASICimple-mentation of MMSE detection for 128X8 64-QAM massive MIMO in 65 nm CMOS" , in IEEE Transactions on Circuits and Systems I: Regular Papers, 2018

2017

Conference Papers

[IEEE GLOBECOM] , "S.Chen,Z.Jiang,J.Liu,R.Vannithamby,S.Zhou,Z.Niu,andY.Wu“Remotechannelinferencefor beamforminginultra" , in IEEE Global Communications Conference, 2017

[IEEE VTC] X. Zheng, Sheng Zhou, Zhisheng Niu, "Proactive content push in heterogeneous networks with multiple energyharvestingsmallcells" , in IEEE Vehicular Technology Conference, 2017

[IEEE SPAWC] , "L.Wang and S.Zhou,“Fractionaldynamiccaching: minimizingthefiledeliverytimeunderlimited backhaul,“IEEES" , in IEEE Signal Processing Advances in Wireless Communications, 2017

[IEEE WCSP] Y. Li, Zhiyuan Jiang, A. Xu, Sheng Zhou, Zhisheng Niu, "Elasticlocalbreakoutstrategyandimplementationfor delay-sensitivepacketswithlocalsignificance" , in International Conference on Wireless Communications and Signal Processing, 2017

[IEEE GLOBECOM] L. Chen, J. Xu, Sheng Zhou, "Computationpeeroffloadinginmobileedgecomputingwithenergy budgets" , in IEEE Global Communications Conference, 2017

[APCC] Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, "Ablockcoordinatedupdatemethodforbeam-basedmassiveMIMO downlinkschedulingbasedonstatisticalCSI" , in Asia-Pacific Conference on Communications, 2017

[IEEE GLOBECOM] R. Deng, Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, ", HowoftenshouldCSIbeupdatedformassiveMIMOsystems withmassiveconnectivity?" , in IEEE Global Communications Conference, 2017

Journal Articles

[IEEE TCC] DanXu, XinLiu, ZhishengNiu, "Joint Resource Provisioningfor Internet Datacenterswith Diverse and Dynamic Traffic" , in IEEE Transactions on Cloud Computing, 2017

2016

Conference Papers

[IEEE ICC] T. Zhao, Sheng Zhou, X. Guo, Y. Zhao, Zhisheng Niu, "Pricing policy and computational resource provi- sioningfor Delay-awaremobileedgecomputing" , in IEEE International Conference on Communications, 2016

[Wireless Netw.] X. Zheng, Sheng Zhou, Zhisheng Niu, "On the online minimization of completion time in an energy har- vestingsystem" , in Wireless Networks, 2016

[IEEE ICC] J. Gong, Sheng Zhou, Z. Zhou, Zhisheng Niu, "Jointoptimizationofcontentcachingandpushinrenewable energypoweredsmallcells" , in IEEE International Conference on Communications, 2016

[IEEE GLOBECOM Workshops] R. Deng, Sheng Zhou, Zhisheng Niu, ", Scalablenon-orthogonalpilotdesignformassiveMIMOsystemswith massiveconnectivity" , in IEEE GLOBECOM Workshops, 2016

Journal Articles

[Wireless Netw.] Y. Jia, Y. Zhang, L. Liang, W. Xu, Sheng Zhou, "Impact of mobile instant messaging applications onsignalingload and UEenergyconsumption" , in Wireless Networks, 2016

[IEEE TVT] ZhengChang, JieGong, TapaniRistaniemi, ZhishengNiu, "Energy-Efficient Resource Allocation and User Schedulingfor Collaborative Mobile Cloudswith Hybrid Receivers" , in IEEE Transactions on Vehicular Technology, 2016

2015

Conference Papers

[IEEE Wireless Commun.] Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, "Userschedulinginpilot-assistedTDDmultiuserMIMOsystems" , in IEEE Wireless Communications, 2015

[IEEE GLOBECOM] S. Zhang, Sheng Zhou, J. Gong, Zhisheng Niu, N. Zhang, S. Shen, "Spatialtrafficshapinginheterogeneous cellular networks with energy harvesting" , in IEEE Global Communications Conference, 2015

[IEEE GLOBECOM] J. Liu, R. Deng, Sheng Zhou, Zhisheng Niu, "Seeingtheunobservable: channellearningforwirelesscom- municationnetworks" , in IEEE Global Communications Conference, 2015

[IEEE Wireless Commun.] X. Zhang, Sheng Zhou, Zhisheng Niu, X. Lin, "RF chain and user selection for multiuser MIMO systems underrandomdataarrival" , in IEEE Wireless Communications, 2015

[IEEE ICC] J. Gong, Sheng Zhou, Z. Zhou, Zhisheng Niu, "Proactive push with energy harvesting based small cells in heterogeneousnetworks" , in IEEE International Conference on Communications, 2015

[IEEE Wireless Commun.] Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, "On dimensionality loss in FDD Massive MIMO Systems" , in IEEE Wireless Communications, 2015

[IEEE ICC] J. Liu, Sheng Zhou, J. Gong, Zhisheng Niu, Siyi Xu, "Graph-basedframeworkforflexiblebasebandfunction splittingandplacement in C-RAN" , in IEEE International Conference on Communications, 2015

[IEEE ICC] Y. Zhao, Sheng Zhou, T. Zhao, Zhisheng Niu, "Energy-efficienttaskoffloadingformultiusermobilecloud computing" , in IEEE International Conference on Communications, 2015

[IEEE GLOBECOM Workshops] T. Zhao, Sheng Zhou, X. Guo, Y. Zhao, Zhisheng Niu, "A Cooperative scheduling scheme of local cloud andinternetcloudfordelay-awaremobilecloudcomputing" , in IEEE GLOBECOM Workshops, 2015

Journal Articles

[EURASIP JWCN] , "X.Wang,J.Gong,C.Hu,S.Zhou,andZ.Niu“, Optimalpowerallocationondiscreteenergyharvesting model,“EURASIP" , in EURASIP Journal on Wireless Communications and Networking, 2015

[EURASIP JWCN] X. Wang, J. Gong, C. Hu, Sheng Zhou, Zhisheng Niu, "Optimal Power Allocationon Discrete Energy Harvesting Model" , in EURASIP Journal on Wireless Communications and Networking, 2015

2014

Conference Papers

[IEEE ICC] J. Wu, Sheng Zhou, Zhisheng Niu, C. Liu, P. Yang, G. Miao, "Traffic-aware data and signaling resource managementforgreencellularnetworks" , in IEEE International Conference on Communications, 2014

[IEEE GLOBECOM] Z. Zhou, Sheng Zhou, J. Gong, Zhisheng Niu, "Energy-efficientantennaselectionandpowerallocationfor large-scale multiple antenna systems with hybrid energy supply" , in IEEE Global Communications Conference, 2014

[IEEE ICC] X. Zhang, Sheng Zhou, Zhisheng Niu, X. Lin, "Energy-efficiencyandspectrum-efficiencytradeoffincoor- dinatedsmall-cellnetworks" , in IEEE International Conference on Communications, 2014

[IEEE ICC] J. Gong, Sheng Zhou, Z. Zhou, Zhisheng Niu, "Downlinkbasestationcooperationwithenergyharvesting" , in IEEE International Conference on Communications, 2014

[IEEE ICC] S. Zhang, Sheng Zhou, Zhisheng Niu, Y. Cheng, "A practical channel allocation scheme based on the weighted conflict graph in heterogeneous networks" , in IEEE International Conference on Communications, 2014

[Asilomar] S. Zhang, Sheng Zhou, Zhisheng Niu, ", Trafficawareoffloading for BSsleepinginheterogeneousnet-works" , in Asilomar Conference on Signals, Systems, and Computers, 2014

[IEEE GLOBECOM] J. Liu, Sheng Zhou, J. Gong, Zhisheng Niu, ", Onthestatisticalmultiplexinggainofvirtualbasestationpools" , in IEEE Global Communications Conference, 2014

Journal Articles

[IEICE Trans. Commun.] S. Zhang, Y. Wu, Sheng Zhou, Zhisheng Niu, "Traffic-aware network planning and green operation with BSsleepingandcellzooming" , in IEICE Transactions on Communications, 2014

[IEEE TVT] LuLiu, XianghuiCao, YuCheng, ZhishengNiu, "Energy Efficient Sleep Schedulingfor VoIP overWLANs" , in IEEE Transactions on Vehicular Technology, 2014

[IEEE Wireless Commun.] JingchuLiu, TaoZhao, ShengZhou, YuChen, ZhishengNiu, "CONCERT:ACloud-Based Architec- turefor Next-Generation Cellular Systems Mobile Converged Networks" , in IEEE Wireless Communications, 2014

[IET Commun.] WenboDing, FangYang, JianSong, ZhishengNiu, "An Energy-EfficientOFDMScheme Basedon Time-Frequency Joint Channel Estimation" , in IET Communications, 2014

2013

Conference Papers

[IEEE ICTC] Sheng Zhou, J. Gong, Zhisheng Niu, "Sleep control for base station powered by heterogenous energy sources" , in IEEE International Conference on Information and Communication Technology Convergence, 2013

[ITC] X. Guo, Sheng Zhou, Zhisheng Niu, P. R. Kumar, "Optimalwake-upmechanismforsinglebasestationwith sleepmode" , in International Teletraffic Congress, 2013

[APCC] S. Zhang, Sheng Zhou, Zhisheng Niu, "Jointoptimizationoffrequencyallocationanduserassociationwith differentiatedserviceinhyper-cellularnetworks" , in Asia-Pacific Conference on Communications, 2013

[IEEE Wireless Commun.] D. Lee, Sheng Zhou, Zhisheng Niu, ", Spatialmodelingofscalablespatially-correlatedlog-normaldis-tributed traffic inhomogeneity and energy-efficient network planning" , in IEEE Wireless Communications, 2013

Journal Articles

[IEEE TWC] DongxuCao, ShengZhou, ZhishengNiu, "Optimal Combinationof Base Station Densitiesfor Cost- Efficient Two-tier Heterogeneous Cellular Networks" , in IEEE Transactions on Wireless Communications, 2013

[IEEE TVT] Zexi Yang, Zhisheng Niu, "Energy Saving in Cellular Networks by Dynamic RS-BS Association andBSSwitching" , in IEEE Transactions on Vehicular Technology, 2013

2012

Conference Papers

[IEEE ICC] D. Cao, Sheng Zhou, Zhisheng Niu, "Optimal base station density for energy-efficient heterogeneous net- works" , in IEEE International Conference on Communications, 2012

[IEEE ICC] X. Zhang, Sheng Zhou, X. Wang, Zhisheng Niu, X. Lin, D. Zhu, M. Lei, "Improvingnetworkthroughputin 60GHz WLANs via multi-AP diversity" , in IEEE International Conference on Communications, 2012

[IEEE GLOBECOM] Zhiyuan Jiang, Sheng Zhou, Zhisheng Niu, "Capacity bounds of downlink network MIMO systems with inter- clusterinterference" , in IEEE Global Communications Conference, 2012

Journal Articles

[Sci. China Inf. Sci.] Sheng Zhou, J. Gong, X. Wang, Zhisheng Niu, "Energymanagementandresourceoptimizationforwireless communications under dynamic energy harvesting" , in Science China: Information Sciences, 2012

[Sci. China Inf. Sci.] Zhisheng Niu, Sheng Zhou, X. Zhong, J. Wang, "Energy efficiency and resource optimized hyper- cellular mobile communication system architecture and its technical challenges" , in Science China: Information Sciences, 2012

2011

Conference Papers

[IEEE GLOBECOM] J. Gong, Sheng Zhou, Zhisheng Niu, L. Geng, M. Zheng, "schedulinganddynamicclusteringindownlink cellularnetworks" , in IEEE Global Communications Conference, 2011

[IEEE ICC] J. Gong, Sheng Zhou, Zhisheng Niu, "Queuing on energy-efficient wireless transmissions with adaptive modulationandcoding" , in IEEE International Conference on Communications, 2011

[IEEE ICC] Sheng Zhou, A. Goldsmith, Zhisheng Niu, "On optimal relay placement and sleep control to improve en- ergyefficiencyincellularnetworks" , in IEEE International Conference on Communications, 2011

[IEEE GLOBECOM] D. Lee, Sheng Zhou, Zhisheng Niu, "Multi-hoprelaynetworkforbasestationenergysavinganditsperfor- manceevaluation" , in IEEE Global Communications Conference, 2011

[IEEE GLOBECOM] B. S. Thian, Sheng Zhou, A. Goldsmith, Zhisheng Niu, "Minimizingtransmitpowerinavirtual-celldown- linkwithdistributedantennas" , in IEEE Global Communications Conference, 2011

Journal Articles

[IEEE Commun. Mag.] Eunsung Oh, Bhaskar Krishnamachari, Xin Liu, Zhisheng Niu, "Towards Dynamic Energy- Efficient Operation of Cellular Network Infrastructure" , in IEEE Communications Magazine, 2011

[IEEE Wireless Commun.] ZhishengNiu, "TANGO:Traffic-Aware Network Planningand Green Operation" , in IEEE Wireless Communications, 2011