Junfeng Yang
Impact in
- Computational Mechanics top 0.2%
- Sparse and Compressive Sensing Techniques
-
- Image and Signal Denoising Methods
- Advanced Image Processing Techniques
Papers in
-
- Sparse and Compressive Sensing Techniques 27
-
- Advanced Optimization Algorithms Research 15
- Co-authors
- Wotao Yin (4 shared papers)Yin Zhang (4 shared papers)Yilun Wang (1 shared paper)Xiaoming Yuan (4 shared papers)Dawson Engler (4 shared papers)Yinzhi Cao (1 shared paper)Benjamin Chelf (1 shared paper)Andy Chou (1 shared paper)
- Journals
- SIAM Journal on Optimization (4 papers)SIAM Journal on Imaging Sciences (3 papers)Journal of Optimization Theory and Applications (3 papers)Journal of Scientific Computing (2 papers)Mathematics of Operations Research (2 papers)
- Partner nations
- ChinaUnited StatesHong Kong
In The Last Decade
Junfeng Yang
49 papers receiving 4.5k citations
Junfeng Yang's Hit Papers
Peers
Comparison fields: 5 of 112
- Computational Mechanics 2.2k
- Computer Vision and Pattern Recognition 1.7k
- Computational Mathematics 45
- Numerical Analysis 410
- Software 275
Countries citing papers authored by Junfeng Yang
This map shows the geographic impact of Junfeng Yang'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 Junfeng Yang with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Junfeng Yang more than expected).
Fields of papers citing papers by Junfeng Yang
This network shows the impact of papers produced by Junfeng Yang. 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 Junfeng Yang. The network helps show where Junfeng Yang may publish in the future.
Co-authors
The 25 scholars most cited alongside Junfeng Yang, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 55 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | A New Alternating Minimization Algorithm for Total Variation Image Reconstruction Hit paper breakdown → | 2008 | 1432 |
| 2 | Alternating Direction Algorithms for $\ell_1$-Problems in Compressive Sensing Hit paper breakdown → | 2011 | 778 |
| 3 | An empirical study of operating systems errors Hit paper breakdown → | 2001 | 513 |
| 4 | A Fast Alternating Direction Method for TVL1-L2 Signal Reconstruction From Partial Fourier Data Hit paper breakdown → | 2010 | 418 |
| 5 | Linearized augmented Lagrangian and alternating direction methods for nuclear norm minimization Hit paper breakdown → | 2012 | 300 |
| 6 | 2015 | 254 | |
| 7 | 2006 | 121 | |
| 8 | 2015 | 121 | |
| 9 | 2010 | 119 | |
| 10 | 2011 | 80 | |
| 11 | 2015 | 72 | |
| 12 | 2011 | 63 | |
| 13 | Sparse and low-rank matrix decomposition via alternating direction method | 2013 | 60 |
| 14 | 2013 | 59 | |
| 15 | 2012 | 38 | |
| 16 | 2020 | 35 | |
| 17 | 2003 | 35 | |
| 18 | 2008 | 25 | |
| 19 | 2017 | 25 | |
| 20 | 2013 | 24 |
About Junfeng Yang
Junfeng Yang is a scholar working on Computational Mechanics, Numerical Analysis, Computational Theory and Mathematics, Computer Networks and Communications and Hardware and Architecture, having authored 55 papers that have together received 4.8k indexed citations. Recurring topics across this work include Sparse and Compressive Sensing Techniques (27 papers), Advanced Optimization Algorithms Research (15 papers), Parallel Computing and Optimization Techniques (11 papers), Optimization and Variational Analysis (11 papers), Distributed systems and fault tolerance (7 papers), Numerical methods in inverse problems (6 papers), Security and Verification in Computing (6 papers) and Advanced Malware Detection Techniques (4 papers). The work is most often cited by research in Computational Mechanics (2.2k citations), Computer Vision and Pattern Recognition (1.7k citations), Computational Mathematics (45 citations), Numerical Analysis (410 citations) and Software (275 citations). Junfeng Yang has collaborated with scholars based in China, United States and Hong Kong. Frequent co-authors include Wotao Yin, Yin Zhang, Yilun Wang, Xiaoming Yuan, Dawson Engler, Yinzhi Cao, Benjamin Chelf, Andy Chou, Seth Hallem and Raymond H. Chan. Their work appears in journals such as SIAM Journal on Optimization, SIAM Journal on Imaging Sciences, Journal of Optimization Theory and Applications, Journal of Scientific Computing and Mathematics of Operations Research.
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.