Zhi Zhou
- Edge Intelligence: Paving the Last Mile of Artificial Intelligence With Edge Computing
2019/06/12 by Zhi Zhou, Xu Chen, En Li +3 · 74 citations
Computer Science · #IoT and Edge/Fog Computing #Advanced Neural Network Applications #Privacy-Preserving Technologies in Data
- Edge AI: On-Demand Accelerating Deep Neural Network Inference via Edge Computing
2019/10/04 by En Li, Li, En, Liekang Zeng +5 · 21 citations
Computer Science · Engineering · #IoT and Edge/Fog Computing #Advanced Memory and Neural Computing #Advanced Neural Network Applications
- Edge Intelligence: Paving the Last Mile of Artificial Intelligence with Edge Computing
2019/05/24 by Zhi Zhou, Xu Chen, Zhou, Zhi +9 · 20 citations
Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Context-Aware Activity Recognition Systems #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
- Edge Intelligence: On-Demand Deep Learning Model Co-Inference with Device-Edge Synergy
2018/06/20 by En Li, Zhi Zhou, Li, En +3 · 6 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Age of Information Optimization #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Multimedia (cs.MM) #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
- CoEdge: Cooperative DNN Inference with Adaptive Workload Partitioning over Heterogeneous Edge Devices
2020/12/06 by Liekang Zeng, Xu Chen, Zeng, Liekang +7 · 6 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Parallel #and Cluster Computing (cs.DC)
- An analysis of the L1 Scheme for the subdiffusion equation with nonsmooth data
2015/01/01 by Bangti Jin, Jin, Bangti, Raytcho Lazarov +3 · 3 citations
Mathematics · #Differential Equations and Numerical Methods #FOS: Mathematics #Fractional Differential Equations Solutions #Numerical Analysis (math.NA) #Numerical methods for differential equations
- When Deep Reinforcement Learning Meets Federated Learning: Intelligent Multi-Timescale Resource Management for Multi-access Edge Computing in 5G Ultra Dense Network
2020/09/22 by Shuai Yu, Xu Chen, Yu, Shuai +7 · 4 citations
Computer Science · Engineering · #Privacy-Preserving Technologies in Data #IoT and Edge/Fog Computing #Advanced Wireless Communication Technologies
- FedHome: Cloud-Edge based Personalized Federated Learning for In-Home Health Monitoring
2020/12/14 by Qiong Wu, Xu Chen, Wu, Qiong +5 · 4 citations
Computer Science · #Privacy-Preserving Technologies in Data #Context-Aware Activity Recognition Systems #IoT and Edge/Fog Computing
- GNN at the Edge: Cost-Efficient Graph Neural Network Processing over Distributed Edge Servers
2022/10/31 by Liekang Zeng, Chongyu Yang, Zeng, Liekang +9 · 5 citations
Computer Science · Engineering · #Advanced Graph Neural Networks #Advanced Memory and Neural Computing #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #Social and Information Networks (cs.SI) #and Cluster Computing (cs.DC)
- Time-Fractional Allen-Cahn Equations: Analysis and Numerical Methods
2019/06/15 by Qiang Du, Du, Qiang, Jiang Yang +3 · 3 citations
Mathematics · #Fractional Differential Equations Solutions #Differential Equations and Numerical Methods #Nonlinear Partial Differential Equations
- An Inverse Potential Problem for Subdiffusion: Stability and Reconstruction
2020/09/08 by Bangti Jin, Zhi Zhou, Jin, Bangti +1 · 3 citations
Engineering · Mathematics · #Analysis of PDEs (math.AP) #FOS: Mathematics #Fractional Differential Equations Solutions #Numerical Analysis (math.NA) #Numerical methods in engineering #Numerical methods in inverse problems
- Error Analysis of Finite Element Approximations of Diffusion Coefficient Identification for Elliptic and Parabolic Problems
2020/10/06 by Bangti Jin, Zhi Zhou, Jin, Bangti +1 · 3 citations
Computer Science · Engineering · Mathematics · #Advanced Mathematical Modeling in Engineering #Advanced Numerical Methods in Computational Mathematics #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods in inverse problems
- Subdiffusion with a time-dependent coefficient: analysis and numerical solution
2018/09/20 by Bangti Jin, Buyang Li, Jin, Bangti +3 · 2 citations
Engineering · Mathematics · #Differential Equations and Numerical Methods #FOS: Mathematics #Fractional Differential Equations Solutions #Numerical Analysis (math.NA) #Numerical methods in engineering
- Identification of potential in diffusion equations from terminal observation: analysis and discrete approximation
2022/01/05 by Zhengqi Zhang, Zhidong Zhang, Zhang, Zhengqi +3 · 3 citations
Engineering · Mathematics · #Advanced Numerical Methods in Computational Mathematics #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods in inverse problems #Stability and Controllability of Differential Equations
- Optimizing Coarse Propagators in Parareal Algorithms
2023/11/26 by Bangti Jin, Qingle Lin, Jin, Bangti +3 · 3 citations
Computer Science · Mathematics · Physics and Astronomy · #Advanced Mathematical Modeling in Engineering #FOS: Mathematics #Magnetic properties of thin films #Numerical Analysis (math.NA) #Numerical methods for differential equations
- The energy technique for the six-step BDF method
2020/07/17 by Georgios Akrivis, Minghua Chen, Akrivis, Georgios +5 · 3 citations
Mathematics · Engineering · #Differential Equations and Numerical Methods #Numerical methods for differential equations #Advanced Numerical Methods in Computational Mathematics
- Reconstruction of a Space-Time Dependent Source in Subdiffusion Models via a Perturbation Approach
2021/02/05 by Bangti Jin, Yavar Kian, Jin, Bangti +3 · 2 citations
Engineering · Mathematics · #Analysis of PDEs (math.AP) #FOS: Mathematics #Fractional Differential Equations Solutions #Numerical Analysis (math.NA) #Numerical methods in engineering #Numerical methods in inverse problems
- Solving Elliptic Optimal Control Problems via Neural Networks and Optimality System
2023/08/23 by Bangti Jin, Dai, Yongcheng, Ramesh Chandra Sau +4 · 3 citations
Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Advanced Numerical Methods in Computational Mathematics #Advanced Numerical Analysis Techniques
- Numerical Recovery of a Time-Dependent Potential in Subdiffusion
2023/11/04 by Bangti Jin, Jin, Bangti, Kwancheol Shin +3 · 3 citations
Mathematics · Engineering · Computer Science · #Numerical methods in inverse problems #Numerical methods in engineering #Advanced Mathematical Modeling in Engineering
- Backward diffusion-wave problem: stability, regularization and approximation
2021/09/15 by Zhengqi Zhang, Zhi Zhou, Zhang, Zhengqi +1 · 2 citations
Computer Science · Mathematics · #Advanced Mathematical Modeling in Engineering #FOS: Mathematics #Fractional Differential Equations Solutions #Numerical Analysis (math.NA) #Numerical methods in inverse problems
- Efficient Resource Allocation for On-Demand Mobile-Edge Cloud Computing
2018/06/08 by Xu Chen, Chen, Xu, Wenzhong Li +7 · 1 citation
Computer Science · #Age of Information Optimization #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
- Solving Elliptic Problems with Singular Sources using Singularity Splitting Deep Ritz Method
2022/09/07 by Tianhao Hu, Hu, Tianhao, Bangti Jin +3 · 2 citations
Engineering · #Advanced Numerical Analysis Techniques #Advanced Numerical Methods in Computational Mathematics #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Numerical methods in engineering
- Numerical Estimation of a Diffusion Coefficient in Subdiffusion
2019/09/01 by Bangti Jin, Zhi Zhou, Jin, Bangti +1 · 3 citations
Computer Science · Mathematics · #35R11 #35R30 #49M25 #65M60 #Advanced Mathematical Modeling in Engineering #FOS: Mathematics #Fractional Differential Equations Solutions #Numerical Analysis (math.NA) #Numerical methods in inverse problems #Optimization and Control (math.OC)
- Leveraging the Power of Prediction: Predictive Service Placement for Latency-Sensitive Mobile Edge Computing
2020/06/17 by Huirong Ma, Ma, Huirong, Zhi Zhou +3 · 1 citation
Computer Science · Engineering · #IoT and Edge/Fog Computing #Age of Information Optimization #IoT Networks and Protocols
- Arbitrarily High-order Maximum Bound Preserving Schemes with Cut-off Postprocessing for Allen-Cahn Equations
2021/02/26 by Yang Jiang, Yang, Jiang, Zhaoming Yuan +3 · 1 citation
Engineering · Materials Science · Mathematics · #Differential Equations and Numerical Methods #FOS: Mathematics #Fluid Dynamics and Thin Films #Numerical Analysis (math.NA) #Solidification and crystal growth phenomena
- Numerical Reconstruction of Diffusion and Potential Coefficients from Two Observations: Decoupled Recovery and Error Estimates
2023/08/07 by Siyu Cen, Cen, Siyu, Zhi Zhou +1 · 2 citations
Computer Science · Engineering · Mathematics · #Advanced Mathematical Modeling in Engineering #Advanced Numerical Methods in Computational Mathematics #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods in inverse problems
- Inverse Problems for Subdiffusion from Observation at an Unknown Terminal Time
2022/10/14 by Bangti Jin, Jin, Bangti, Yavar Kian +3 · 2 citations
Mathematics · Earth and Planetary Sciences · Engineering · #Numerical methods in inverse problems #Seismic Imaging and Inversion Techniques #Ultrasonics and Acoustic Wave Propagation
- DeCoOp: Robust Prompt Tuning with Out-of-Distribution Detection
2024/06/01 by Zhi Zhou, Ming Yang, Zhou, Zhi +7 · 2 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Control Systems and Identification #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #VLSI and Analog Circuit Testing
- Recovery of Multiple Parameters in Subdiffusion from One Lateral Boundary Measurement
2023/07/06 by Siyu Cen, Cen, Siyu, Bangti Jin +5 · 1 citation
Computer Science · Mathematics · #Advanced Mathematical Modeling in Engineering #Analysis of PDEs (math.AP) #FOS: Mathematics #Fractional Differential Equations Solutions #Numerical Analysis (math.NA) #Numerical methods in inverse problems
- High-order splitting finite element methods for the subdiffusion equation with limited smoothing property
2023/07/14 by Buyang Li, Zongze Yang, Li, Buyang +3 · 1 citation
Engineering · #Advanced Numerical Methods in Computational Mathematics #Electromagnetic Simulation and Numerical Methods #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods in engineering
- TexLiverNet: Leveraging Medical Knowledge and Spatial-Frequency Perception for Enhanced Liver Tumor Segmentation
2024/11/07 by Xiaoyan Jiang, Jiang, Xiaoyan, Zhi Zhou +7 · 1 citation
Medicine · Computer Science · Neuroscience · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection #Brain Tumor Detection and Classification
- Point Source Identification in Subdiffusion from A Posteriori Internal Measurement
2024/12/11 by Kuang Huang, Bangti Jin, Huang, Kuang +7 · 1 citation
Engineering · Mathematics · #Analysis of PDEs (math.AP) #FOS: Mathematics #Numerical Analysis (math.NA) #Numerical methods in inverse problems #Thermoelastic and Magnetoelastic Phenomena #Ultrasonics and Acoustic Wave Propagation