Xiaoming Yuan

9.3k total citations · 6 hit papers
156 papers, 6.2k citations indexed

About

Xiaoming Yuan is a scholar working on Computational Mechanics, Numerical Analysis and Computational Theory and Mathematics. According to data from OpenAlex, Xiaoming Yuan has authored 156 papers receiving a total of 6.2k indexed citations (citations by other indexed papers that have themselves been cited), including 90 papers in Computational Mechanics, 63 papers in Numerical Analysis and 60 papers in Computational Theory and Mathematics. Recurrent topics in Xiaoming Yuan's work include Sparse and Compressive Sensing Techniques (80 papers), Advanced Optimization Algorithms Research (61 papers) and Optimization and Variational Analysis (50 papers). Xiaoming Yuan is often cited by papers focused on Sparse and Compressive Sensing Techniques (80 papers), Advanced Optimization Algorithms Research (61 papers) and Optimization and Variational Analysis (50 papers). Xiaoming Yuan collaborates with scholars based in China, Hong Kong and Canada. Xiaoming Yuan's co-authors include Bingsheng He, Min Tao, Junfeng Yang, Deren Han, Michael K. Ng, Caihua Chen, Yinyu Ye, Pierre Weiss, Feng Ma and Raymond H. Chan and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Journal of Computational Physics and European Journal of Operational Research.

In The Last Decade

Xiaoming Yuan

153 papers receiving 5.8k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

On the $O(1/n)$ Convergence Rate of the Douglas–Rachford Alternating Direction Method

2012 575 citations Bingsheng He, Xiaoming Yuan profile →
The direct extension of ADMM for multi-block convex minimization problems is not necessarily convergent

2014 472 citations Bingsheng He, Xiaoming Yuan et al. profile →
Recovering Low-Rank and Sparse Components of Matrices from Incomplete and Noisy Observations

2011 327 citations Xiaoming Yuan et al. profile →
Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization

2012 300 citations Junfeng Yang, Xiaoming Yuan profile →
Alternating Direction Method with Gaussian Back Substitution for Separable Convex Programming

2012 266 citations Bingsheng He, Xiaoming Yuan et al. profile →
Convergence Analysis of Primal-Dual Algorithms for a Saddle-Point Problem: From Contraction Perspective

2012 230 citations Bingsheng He, Xiaoming Yuan profile →

Peers

Xiaoming Yuan

CTM

CVPR

Kim-Chuan Toh Singapore

Charles A. Micchelli United States

Yurii Nesterov Belgium

Larry L. Schumaker United States

Paul Tseng United States

William W. Hager United States

Xiaojun Chen China

Heinz H. Bauschke Canada

Antonin Chambolle France

Adrian S. Lewis United States

Kim-Chuan Toh Singapore

Xiaoming Yuan

2.7k ×0.7

2.3k ×1.3

2.1k ×1.3

CTM

1000 ×0.7

CVPR

260 ×0.3

Citations per year, relative to Xiaoming Yuan Xiaoming Yuan (= 1×) peers Kim-Chuan Toh

Countries citing papers authored by Xiaoming Yuan

Since Specialization

Citations

This map shows the geographic impact of Xiaoming Yuan's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Xiaoming Yuan with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Xiaoming Yuan more than expected).

Fields of papers citing papers by Xiaoming Yuan

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Xiaoming Yuan. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Xiaoming Yuan. The network helps show where Xiaoming Yuan may publish in the future.

Co-authorship network of co-authors of Xiaoming Yuan

This figure shows the co-authorship network connecting the top 25 collaborators of Xiaoming Yuan. A scholar is included among the top collaborators of Xiaoming Yuan based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Xiaoming Yuan. Xiaoming Yuan is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Yuan, Xiaoming, et al.. (2024). Circling Reduction Algorithm for Cloud Edge Traffic Allocation Under the 95th Percentile Billing. IEEE/ACM Transactions on Networking. 32(5). 4254–4269.

Li, Yanran, Xinhui Yang, Xiaoming Yuan, et al.. (2024). Formation mechanism of α-phase CsPbI2Br induced by excessive CsBr without an annealing treatment. Synthetic Metals. 303. 117573–117573. 2 indexed citations

Chen, Jie, Apparao M. Rao, Caitian Gao, et al.. (2024). Phase-transition-free rivets for layered oxide potassium cathodes. Nano Research. 17(11). 9671–9678. 22 indexed citations

Dou, Zhiyang, Rui Xu, Cheng Lin, et al.. (2024). Coverage Axis++: Efficient Inner Point Selection for 3D Shape Skeletonization. Computer Graphics Forum. 43(5). 6 indexed citations

Yang, Xinhui, Zhengwei Zhang, Xiaoliang Liu, et al.. (2023). Controlled fabrication of CsPbI2Br/transition metal dichalcogenide van der Waals heterostructure with fast carrier transfer process and interlayer exciton formation. Physica E Low-dimensional Systems and Nanostructures. 153. 115788–115788. 7 indexed citations

Yuan, Xiaoming, et al.. (2023). A two-stage numerical approach for the sparse initial source identification of a diffusion–advection equation ^*. Inverse Problems. 39(9). 95003–95003. 4 indexed citations

Yuan, Xiaoming, et al.. (2023). A numerical approach to the optimal control of thermally convective flows. Journal of Computational Physics. 494. 112458–112458. 1 indexed citations

Wang, Yide, et al.. (2023). Saturation Measurement Method in Geotechnical Modeling of Saturated Cohesionless Soil for Liquefaction Study. Journal of Testing and Evaluation. 52(1). 557–573. 4 indexed citations

Tian, Wenyi, et al.. (2021). An ADMM-Newton-CNN numerical approach to a TV model for identifying discontinuous diffusion coefficients in elliptic equations: convex case with gradient observations. Inverse Problems. 37(8). 85004–85004. 4 indexed citations

10.

Yuan, Xiaoming, et al.. (2020). Discerning the Linear Convergence of ADMM for Structured Convex Optimization through the Lens of Variational Analysis. Journal of Machine Learning Research. 21(83). 1–75. 11 indexed citations

11.

Tian, Wenyi & Xiaoming Yuan. (2018). An accelerated primal-dual iterative scheme for the L ² -TV regularized model of linear inverse problems. Inverse Problems. 35(3). 35002–35002. 2 indexed citations

12.

Xu, Zheng, Gavin Taylor, Hao Li, et al.. (2017). Adaptive Consensus ADMM for Distributed Optimization. International Conference on Machine Learning. 3841–3850. 8 indexed citations

13.

Goldstein, Thomas, Min Li, & Xiaoming Yuan. (2015). Adaptive Primal-Dual splitting methods for statistical learning and image processing. The HKU Scholars Hub (University of Hong Kong). 28. 2089–2097. 31 indexed citations

14.

Yuan, Xiaoming & Junfeng Yang. (2013). Sparse and low-rank matrix decomposition via alternating direction method. HKBU Institutional Repository (Hong Kong Baptist University). 60 indexed citations

15.

He, Bingsheng & Xiaoming Yuan. (2012). A unified framework of some proximal-based decomposition methods for monotone variational inequalities with separable structures. The HKU Scholars Hub (University of Hong Kong). 8(4). 817–844. 7 indexed citations

16.

Han, Deren, et al.. (2012). Efficient neural networks for solving variational inequalities. Neurocomputing. 86. 97–106. 9 indexed citations

17.

Bauschke, Heinz H., Xianfu Wang, Jane J. Ye, & Xiaoming Yuan. (2008). Bregman distances and Chebyshev sets. Journal of Approximation Theory. 159(1). 3–25. 26 indexed citations

18.

Yuan, Xiaoming, et al.. (2007). An improved Goldstein's type method for a class of variant variational inequalities. Journal of Computational and Applied Mathematics. 214(1). 304–312. 6 indexed citations

19.

Yuan, Xiaoming, Jing Sun, & Rui Sun. (2006). A modified approach for calculating dynamic shear modulus of stiff specimens by resonant column tests. Earthquake Engineering and Engineering Vibration. 5(1). 143–150. 5 indexed citations

20.

He, Bingsheng, et al.. (2005). A hybrid inexact Logarithmic–Quadratic Proximal method for nonlinear complementarity problems. Journal of Mathematical Analysis and Applications. 322(1). 276–287. 10 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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