Niu, Zhisheng
- Urgency of Information for Context-Aware Timely Status Updates in Remote Control Systems
2020/02/19 by Xi Zheng, Zheng, Xi, Sheng Zhou +3 · 10 citations
Computer Science · Engineering · Medicine · #Age of Information Optimization #IoT Networks and Protocols #Congenital Heart Disease Studies
- Joint Device Scheduling and Resource Allocation for Latency Constrained Wireless Federated Learning
2020/07/14 by Wenqi Shi, Sheng Zhou, Shi, Wenqi +7 · 9 citations
Computer Science · #Cryptography and Data Security #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #Stochastic Gradient Optimization Techniques #electronic engineering #information engineering
- Dynamic Scheduling for Over-the-Air Federated Edge Learning with Energy Constraints
2021/05/31 by Yuxuan Sun, Sheng Zhou, Sun, Yuxuan +5 · 7 citations
Computer Science · #Age of Information Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Multi-user Co-inference with Batch Processing Capable Edge Server
2022/06/03 by Wenqi Shi, Sheng Zhou, Shi, Wenqi +7 · 5 citations
Computer Science · #Age of Information Optimization #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Adaptive Learning-Based Task Offloading for Vehicular Edge Computing Systems
2019/01/16 by Sun, Yuxuan, Guo, Xueying, Song, Jinhui +4 · 3 citations
#FOS: Computer and information sciences #Information Theory (cs.IT)
- Device Scheduling with Fast Convergence for Wireless Federated Learning
2019/11/03 by Wenqi Shi, Shi, Wenqi, Sheng Zhou +3 · 3 citations
Computer Science · #Age of Information Optimization #Cryptography and Data Security #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data
- Closed-Form Analysis of Non-Linear Age-of-Information in Status Updates with an Energy Harvesting Transmitter
2019/06/01 by Xi Zheng, Zheng, Xi, Sheng Zhou +5 · 2 citations
Computer Science · Engineering · Medicine · #Age of Information Optimization #Congenital Heart Disease Studies #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT Networks and Protocols #Networking and Internet Architecture (cs.NI)
- Closed-Form Whittle's Index-Enabled Random Access for Timely Status Update
2019/10/29 by Sun, Jingzhou, Jiang, Zhiyuan, Krishnamachari, Bhaskar +2 · 2 citations
#FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
- Improving Device-Edge Cooperative Inference of Deep Learning via 2-Step Pruning
2019/03/08 by Shi, Wenqi, Hou, Yunzhong, Zhou, Sheng +3 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
- DiffCP: Ultra-Low Bit Collaborative Perception via Diffusion Model
2024/09/29 by Ruiqing Mao, Haotian Wu, Mao, Ruiqing +13 · 5 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Neural Networks and Applications
- Over-the-Air Integrated Sensing, Communication, and Computation in IoT Networks
2022/11/07 by Xiaoyang Li, Li, Xiaoyang, Yi Gong +5 · 2 citations
Engineering · #Radar Systems and Signal Processing #Optical Systems and Laser Technology #Advanced SAR Imaging Techniques
- Can Decentralized Status Update Achieve Universally Near-Optimal Age-of-Information in Wireless Multiaccess Channels?
2018/03/22 by Zhiyuan Jiang, Jiang, Zhiyuan, Bhaskar Krishnamachari +5 · 1 citation
Computer Science · Medicine · Physics and Astronomy · #Age of Information Optimization #Atomic and Subatomic Physics Research #Congenital Heart Disease Studies #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
- Exploiting Wireless Channel State Information Structures Beyond Linear Correlations: A Deep Learning Approach
2018/12/03 by Zhiyuan Jiang, Jiang, Zhiyuan, Sheng Chen +9 · 1 citation
Computer Science · Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Wireless Signal Modulation Classification
- A Unified Sampling and Scheduling Approach for Status Update in Multiaccess Wireless Networks
2018/12/13 by Zhiyuan Jiang, Jiang, Zhiyuan, Sheng Zhou +5 · 1 citation
Computer Science · Medicine · Physics and Astronomy · #Age of Information Optimization #Atomic and Subatomic Physics Research #Congenital Heart Disease Studies #FOS: Computer and information sciences #Information Theory (cs.IT)
- Channel Fingerprint Based Beam Tracking for Millimeter Wave Communications
2019/12/25 by Ruichen Deng, Deng, Ruichen, Sheng Chen +7 · 1 citation
Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #Signal Processing (eess.SP) #electronic engineering #information engineering
- C-MASS: Combinatorial Mobility-Aware Sensor Scheduling for Collaborative Perception with Second-Order Topology Approximation
2024/06/29 by Yukuan Jia, Yuxuan Sun, Jia, Yukuan +9 · 2 citations
Computer Science · Engineering · #Context-Aware Activity Recognition Systems #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Multiagent Systems (cs.MA) #Networking and Internet Architecture (cs.NI) #Robotics (cs.RO) #Robotics and Automated Systems
- Dynamic Scheduling for Vehicle-to-Vehicle Communications Enhanced Federated Learning
2024/06/25 by Jintao Yan, Yan, Jintao, Tan Chen +9 · 2 citations
Computer Science · Engineering · #Advanced MIMO Systems Optimization #Age of Information Optimization #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- MEET: Mobility-Enhanced Edge inTelligence for Smart and Green 6G Networks
2022/10/27 by Yuxuan Sun, Bowen Xie, Sun, Yuxuan +5 · 1 citation
Computer Science · Engineering · #Age of Information Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI)
- MASS: Mobility-Aware Sensor Scheduling of Cooperative Perception for Connected Automated Driving
2023/02/25 by Yukuan Jia, Jia, Yukuan, Ruiqing Mao +7 · 1 citation
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Age of Information Optimization #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Robotics (cs.RO)
- Mobility Accelerates Learning: Convergence Analysis on Hierarchical Federated Learning in Vehicular Networks
2024/01/18 by Tan Chen, Chen, Tan, Jintao Yan +9 · 2 citations
Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Vehicular Ad Hoc Networks (VANETs)
- SMDP-Based Dynamic Batching for Efficient Inference on GPU-Based Platforms
2023/01/30 by Yaodan Xu, Xu, Yaodan, Jingzhou Sun +5 · 1 citation
Computer Science · #Age of Information Optimization #Cloud Computing and Resource Management #FOS: Computer and information sciences #FOS: Electrical engineering #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Systems and Control (eess.SY) #electronic engineering #information engineering