Xiaoming Yuan

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 63

Top Topics

Convex Minimization

Total Variation

Wavelet Transform

Convergence Analysis

Top Venues

GLOBECOM (Workshops)

Publications

Shuchan He, Xiaoming Yuan, Jiabing Hu, Hui Yang
Mechanism of Conversion Between AC and DC Electrical Variables in LCC Main Circuits During Grid Dynamics Using Time-Varying Amplitude/Frequency Rotating Vectors. IEEE Access 12 (2024)
Zimeng Wang, Zhiyang Dou, Rui Xu, Cheng Lin, Yuan Liu, Xiaoxiao Long, Shiqing Xin, Lingjie Liu, Taku Komura, Xiaoming Yuan, Wenping Wang
Coverage Axis++: Efficient Inner Point Selection for 3D Shape Skeletonization. CoRR (2024)
Xiaoteng Yang, Lei Liu, Xifei Song, Jie Feng, Qingqi Pei, Xiaoming Yuan, Jianqiao Li
An Efficient Lightweight Satellite Image Classification Model with Improved MobileNetV3. INFOCOM (Workshops) (2024)
Pengfei Liang, Jiaye Tian, Suiyan Wang, Xiaoming Yuan
Multi-source information joint transfer diagnosis for rolling bearing with unknown faults via wavelet transform and an improved domain adaptation network. Reliab. Eng. Syst. Saf. 242 (2024)
Song Lu, Zhenan Feng, Ruggiero Lovreglio, Fei Wang, Xiaoming Yuan
Comparing the productive failure and directive instruction for declarative safety knowledge training using virtual reality. J. Comput. Assist. Learn. 40 (3) (2024)
Jiajie Zhou, Xiaoming Yuan
Establishment of a risk prediction model for bowel necrosis in patients with incarcerated inguinal hernia. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Rongxin Sun, Wei He, Xiaoming Yuan
Relationship for Electric Network Between Internal Voltage Amplitude/Frequency Stimulation and Active/Reactive Power Response and Its Characteristics Analysis. IEEE Access 12 (2024)
Shuyu Wang, Hongxing Yue, Xiaoming Yuan
Accelerating Polymer Discovery with Uncertainty-Guided PGCNN: Explainable AI for Predicting Properties and Mechanistic Insights. J. Chem. Inf. Model. 64 (14) (2024)
Feng Xu, Zitong Zhao, Lei Liu, Xiaoming Yuan, Qingqi Pei
Scalable Blockchain-empowered Distributed Computation Offloading: A Deep Reinforcement Learning Approach. INFOCOM (Workshops) (2024)
Jiajie Zhou, Wei Song, Yeliu Liu, Xiaoming Yuan
An efficient computational framework for gastrointestinal disorder prediction using attention-based transfer learning. PeerJ Comput. Sci. 10 (2024)
Yongcun Song, Xiaoming Yuan, Hangrui Yue
Accelerated primal-dual methods with enlarged step sizes and operator learning for nonsmooth optimal control problems. CoRR (2023)
Hao-Ning Wu, Xiaoming Yuan
Breaking quadrature exactness: A spectral method for the Allen-Cahn equation on spheres. CoRR (2023)
Lijie Zhang, Bin Wang, Pengfei Liang, Xiaoming Yuan, Na Li
Semi-supervised fault diagnosis of gearbox based on feature pre-extraction mechanism and improved generative adversarial networks under limited labeled samples and noise environment. Adv. Eng. Informatics 58 (2023)
Ming-Chih Lai, Yongcun Song, Xiaoming Yuan, Hangrui Yue, Tianyou Zeng
The Hard-Constraint PINNs for Interface Optimal Control Problems. CoRR (2023)
Jiaxin Song, Ying Ju, Yuqi Wang, Yanlong Zou, Congjian Deng, Xiaoming Yuan, Chen Chen
Blockchain Identity Authentication-Aided Trustworthy Multicast Routing Strategy for LEO Satellite Networks. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2023)
Yongcun Song, Xiaoming Yuan, Hangrui Yue
The ADMM-PINNs Algorithmic Framework for Nonsmooth PDE-Constrained Optimization: A Deep Learning Approach. CoRR (2023)
Yongcun Song, Xiaoming Yuan, Hangrui Yue
A numerical approach to the optimal control of thermally convective flows. J. Comput. Phys. 494 (2023)
Lei Wu, Didi Liu, Xiaoming Yuan, Quanjing Zhang, Hui Zhang
Differentially Dynamic Pricing for Local Energy Provider with Renewable Sources. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2023)
Fengyuan Yin, Xiaoming Yuan, Zhiao Ma, Xinyu Xu
Vector Control of PMSM Using TD3 Reinforcement Learning Algorithm. Algorithms 16 (9) (2023)
Zhaowei Ma, Xiaoming Yuan, Kai Liang, Jie Feng, Li Zhu, Dajun Zhang, F. Richard Yu
Blockchain-escorted distributed deep learning with collaborative model aggregation towards 6G networks. Future Gener. Comput. Syst. 141 (2023)
Chunhui Zhang, Xiaoming Yuan, Qianyun Zhang, Guangxu Zhu, Lei Cheng, Ning Zhang
Towards Tailored Models on Private AIoT Devices: Federated Direct Neural Architecture Search. CoRR (2022)
Congpei An, Hao-Ning Wu, Xiaoming Yuan
Enhanced total variation minimization for stable image reconstruction. CoRR (2022)
Changpeng Yang, Jintao You, Xiaoming Yuan, Pengxiang Zhao
Network Bandwidth Allocation Problem For Cloud Computing. CoRR (2022)
Pengfei Liang, Wenhui Wang, Xiaoming Yuan, Siyuan Liu, Lijie Zhang, Yiwei Cheng
Intelligent fault diagnosis of rolling bearing based on wavelet transform and improved ResNet under noisy labels and environment. Eng. Appl. Artif. Intell. 115 (2022)
Lin Zhang, Xiaoming Yuan, Jingqi Luo, Chujun Feng, Guowei Yang, Ning Zhang
An Adaptive Resource Allocation Approach Based on User Demand Forecasting for E-Healthcare Systems. ICC Workshops (2022)
Roland Glowinski, Yongcun Song, Xiaoming Yuan, Hangrui Yue
Bilinear Optimal Control of an Advection-Reaction-Diffusion System. SIAM Rev. 64 (2) (2022)
WenYi Tian, Xiaoming Yuan, Hangrui Yue
An ADMM-Newton-CNN Numerical Approach to a TV Model for Identifying Discontinuous Diffusion Coefficients in Elliptic Equations: Convex Case with Gradient Observations. CoRR (2021)
Congpei An, Hao-Ning Wu, Xiaoming Yuan
The springback penalty for robust signal recovery. CoRR (2021)
Xiaomeng Lu, Wenjing Xu, Jie Hao, Xiaoming Yuan
A Secure Sensing Data Collection Mechanism Based on Perturbed Compressed Sensing. WASA (3) (2021)
Roland Glowinski, Yongcun Song, Xiaoming Yuan
An ADMM numerical approach to linear parabolic state constrained optimal control problems. Numerische Mathematik 144 (4) (2020)
Didi Liu, Jiawen Xiao, Xiaoming Yuan, Yulong Zheng, Haotong Cao
A Dynamic Energy Trading and Management Algorithm for the Elastic End-User in Smart Grids. GLOBECOM (Workshops) (2020)
Xiaoming Yuan, Yongshuai Zhu, Zheyu Zhao, Yulong Zheng, Jun Pan, Didi Liu
An A3C-based Joint Optimization Offloading and Migration Algorithm for SD-WBANs. GLOBECOM (Workshops) (2020)
Xingguo Li, Tuo Zhao, Xiaoming Yuan, Han Liu
The flare Package for High Dimensional Linear Regression and Precision Matrix Estimation in R. CoRR (2020)
Chunhui Zhang, Yongyuan Liang, Xiaoming Yuan, Lei Cheng
FDNAS: Improving Data Privacy and Model Diversity in AutoML. CoRR (2020)
Xiaoming Yuan, Jiahui Chen, Yi Sun, Yongshuai Zhu, Didi Liu, Haotong Cao
Bi-BLS: A Bidirectional Connection Broad Learning System Model for Traffic Flow Prediction. GLOBECOM (Workshops) (2020)
WenYi Tian, Xiaoming Yuan
) convergence rate. Math. Comput. 88 (318) (2019)
Xiaoming Yuan, Jianchao Han, Xue Wang, Yejun He, Wenchao Xu, Kuan Zhang
A Novel Learning Approach for Citywide Crowd Flow Prediction. ComComAP (2019)
Wei Shen, Zhenhuan Yang, Yiming Ying, Xiaoming Yuan
Stability and Optimization Error of Stochastic Gradient Descent for Pairwise Learning. CoRR (2019)
Xiaoming Yuan, Xue Wang, Jianchao Han, Jiemin Liu, Haiyan Chen, Kuan Zhang, Qiang Ye
A High Accuracy Integrated Bagging-Fuzzy-GBDT Prediction Algorithm for Heart Disease Diagnosis. ICCC (2019)
Yongcun Song, Xiaoming Yuan, Hangrui Yue
An Inexact Uzawa Algorithmic Framework for Nonlinear Saddle Point Problems with Applications to Elliptic Optimal Control Problem. SIAM J. Numer. Anal. 57 (6) (2019)
Min Tao, Xiaoming Yuan
The generalized proximal point algorithm with step size 2 is not necessarily convergent. Comput. Optim. Appl. 70 (3) (2018)
Xiangfeng Wang, Wenjie Zhang, Junchi Yan, Xiaoming Yuan, Hongyuan Zha
On the flexibility of block coordinate descent for large-scale optimization. Neurocomputing 272 (2018)
Min Tao, Xiaoming Yuan
Convergence analysis of the direct extension of ADMM for multiple-block separable convex minimization. Adv. Comput. Math. 44 (3) (2018)
Min Tao, Xiaoming Yuan
On Glowinski's Open Question on the Alternating Direction Method of Multipliers. J. Optim. Theory Appl. 179 (1) (2018)
Hangrui Yue, Qingzhi Yang, Xiangfeng Wang, Xiaoming Yuan
Implementing the Alternating Direction Method of Multipliers for Big Datasets: A Case Study of Least Absolute Shrinkage and Selection Operator. SIAM J. Sci. Comput. 40 (5) (2018)
Min Tao, Xiaoming Yuan
On the Optimal Linear Convergence Rate of a Generalized Proximal Point Algorithm. J. Sci. Comput. 74 (2) (2018)
WenYi Tian, Xiaoming Yuan
Convergence Analysis of Primal-Dual Based Methods for Total Variation Minimization with Finite Element Approximation. J. Sci. Comput. 76 (1) (2018)
Jie Hao, Xiaoming Yuan, Yanbing Yang, Ran Wang, Yi Zhuang, Jun Luo
Visible Light Based Occupancy Inference Using Ensemble Learning. IEEE Access 6 (2018)
Xiaoming Yuan, Ran Wang, Yi Zhuang, Kun Zhu, Jie Hao
A Concept Drift Based Ensemble Incremental Learning Approach for Intrusion Detection. iThings/GreenCom/CPSCom/SmartData (2018)
Zheng Xu, Gavin Taylor, Hao Li, Mário A. T. Figueiredo, Xiaoming Yuan, Tom Goldstein
Adaptive Consensus ADMM for Distributed Optimization. ICML (2017)
Ke Guo, Deren Han, Xiaoming Yuan
Convergence Analysis of Douglas-Rachford Splitting Method for "Strongly + Weakly" Convex Programming. SIAM J. Numer. Anal. 55 (4) (2017)
Zheng Xu, Mário A. T. Figueiredo, Xiaoming Yuan, Christoph Studer, Tom Goldstein
Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation. CoRR (2017)
Yuhong Dai, Deren Han, Xiaoming Yuan, Wenxing Zhang
A sequential updating scheme of the Lagrange multiplier for separable convex programming. Math. Comput. 86 (303) (2017)
Michael K. Ng, Henry Y. T. Ngan, Xiaoming Yuan, Wenxing Zhang
Lattice-Based Patterned Fabric Inspection by Using Total Variation with Sparsity and Low-Rank Representations. SIAM J. Imaging Sci. 10 (4) (2017)
Zheng Xu, Gavin Taylor, Hao Li, Mário A. T. Figueiredo, Xiaoming Yuan, Tom Goldstein
Adaptive Consensus ADMM for Distributed Optimization. CoRR (2017)
Min Tao, Xiaoming Yuan
Accelerated Uzawa methods for convex optimization. Math. Comput. 86 (306) (2017)
Zheng Xu, Mário A. T. Figueiredo, Xiaoming Yuan, Christoph Studer, Tom Goldstein
Adaptive Relaxed ADMM: Convergence Theory and Practical Implementation. CVPR (2017)
Huanhai Xin, Wei Dong, Deqiang Gan, Xiaoming Yuan
Generalized Short Circuit Ratio for Multi Power Electronic based Devices Infeed Systems: Defi-nition and Theoretical Analysis. CoRR (2017)
Xingguo Li, Tuo Zhao, Xiaoming Yuan, Han Liu
The flare package for high dimensional linear regression and precision matrix estimation in R. J. Mach. Learn. Res. 16 (2015)
Xinxin Li, Michael K. Ng, Xiaoming Yuan
Median filtering-based methods for static background extraction from surveillance video. Numer. Linear Algebra Appl. 22 (5) (2015)
Chuan Chen, Xutao Li, Michael K. Ng, Xiaoming Yuan
Total variation based tensor decomposition for multi-dimensional data with time dimension. Numer. Linear Algebra Appl. 22 (6) (2015)
Min Li, Xiaoming Yuan
A Strictly Contractive Peaceman-Rachford Splitting Method with Logarithmic-Quadratic Proximal Regularization for Convex Programming. Math. Oper. Res. 40 (4) (2015)
Tom Goldstein, Min Li, Xiaoming Yuan
Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing. NIPS (2015)
Deren Han, Hongjin He, Hai Yang, Xiaoming Yuan
A customized Douglas-Rachford splitting algorithm for separable convex minimization with linear constraints. Numerische Mathematik 127 (1) (2014)
Deren Han, Xiaoming Yuan, Wenxing Zhang
An augmented Lagrangian based parallel splitting method for separable convex minimization with applications to image processing. Math. Comput. 83 (289) (2014)
Deren Han, Xiaoming Yuan
Local Linear Convergence of the Alternating Direction Method of Multipliers for Quadratic Programs. SIAM J. Numer. Anal. 51 (6) (2013)
Wei Hong Yang, Xiaoming Yuan
The GUS-property of second-order cone linear complementarity problems. Math. Program. 141 (1-2) (2013)
Min Tao, Xiaoming Yuan
On the O(1/t) Convergence Rate of Alternating Direction Method with Logarithmic-Quadratic Proximal Regularization. SIAM J. Optim. 22 (4) (2012)
Deren Han, Xiaoming Yuan
A Note on the Alternating Direction Method of Multipliers. J. Optim. Theory Appl. 155 (1) (2012)
Xiangfeng Wang, Xiaoming Yuan
The Linearized Alternating Direction Method of Multipliers for Dantzig Selector. SIAM J. Sci. Comput. 34 (5) (2012)
Wenxing Zhang, Deren Han, Xiaoming Yuan
An efficient simultaneous method for the constrained multiple-sets split feasibility problem. Comput. Optim. Appl. 52 (3) (2012)
Qing Ling, Min Tao, Wotao Yin, Xiaoming Yuan
A multi-block alternating direction method with parallel splitting for decentralized consensus optimization. EURASIP J. Wirel. Commun. Netw. 2012 (2012)
Heinz H. Bauschke, Xianfu Wang, Jane J. Ye, Xiaoming Yuan
Bregman distances and Klee sets. J. Approx. Theory 158 (2) (2009)
Heinz H. Bauschke, Xianfu Wang, Jane J. Ye, Xiaoming Yuan
Bregman distances and Chebyshev sets. J. Approx. Theory 159 (1) (2009)
Xiaoming Yuan, Ivo Barbi
Zero-voltage switching for the neutral-point-clamped (NPC) inverter. IEEE Trans. Ind. Electron. 49 (4) (2002)