Basic Information

Affiliation
School of Computer Science and Engineering
Title
Associate Professor
E-Mail
xiangli [at] u-aizu.ac.jp
Web site
https://scholar.google.co.jp/citations?user=5YQp20UAAAAJ&hl=ja

Education

Courses - Undergraduate
MA04 Calculus II, MA05 Fourier Analysis, MA06 Complex Analysis, MA08 Applied Algebra (Abstract Algebra)
Courses - Graduate
CSC02F Applied Signal Processing

Research

Specialization
Machine Learning, Signal Processing, Convex and Non-convex Optimization, Inverse Problems
Educational Background, Biography
Current Research Theme
Sparse Representation, Deep Reinforcement Learning, Device-Free Localization (IoT), Image/Video Processing
Key Topic
Machine Learning (Deep Learning), Signal Processing, Inverse Problems, Internet of Things (IoT)
Affiliated Academic Society
Institute of Electrical and Electronics Engineers (IEEE)

Others

Hobbies
Reading, Sports, DIY
School days' Dream
Science can make the life better.
Current Dream
Connect the advanced science and technology with the local people.
Motto
“Greats aren't great because at birth they can paint, the greats are great because they paint a lot.“
Favorite Books
Messages for Students
Continuous efforts will tell.
Publications other than one's areas of specialization
Call for Doctor/Master Students:
If you have the willing to study in machine learning and feel interested in Artificial Intelligence (AI) and sparse representations, especially in area of computer vision and reinforcement learning (with applications, such as Internet of Things (IoT) etc.), please contact me at "xiangli [at] u-aizu.ac.jp".
欢迎报考博士/硕士研究生项目:
如果您志在投入机器学习,特别是人工智能与稀疏表示方向的研究,关注它们在计算机视觉与物联网方面的应用,欢迎联络和报考。

Dissertation and Published Works

Peer-Review Journal
1) Xiang Li, Shuxue Ding, Benying Tan, “Accurate Defect Detection in Thin-Wall Structures with Transducer Networks via Outlier Elimination“, IEEE Sensors Journal, 2018 (Accepted)
2) Xiang Li, Shuxue Ding, Yujie Li, “Outlier Suppression via Non-Convex Robust PCA for Efficient Localization in Wireless Sensor Networks“, IEEE Sensors Journal, vol. 17, no. 21, Nov, 2017, pp. 7053 - 7063.
3) Xiang Li, Shuxue Ding, Z. Li, B. Tan, “Device-Free Localization via Dictionary Learning With Difference of Convex Programming“, IEEE Sensors Journal, vol. 17, no. 17, Sep, 2017, pp. 5599-5608.
4) Xiang Li, Z. Yang, H. Zhang, Z. Du, X. Chen, “Crack Growth Sparse Pursuit for Wind Turbine Blade“, Smart Materials and Structures, vol. 24, 2015.
5) Ruqiang Yan*, Xiang Li*, Z. Chen, Q. Xu, and X. Chen. “Improving Calibration Accuracy of a Vibration Sensor Through a Closed Loop Measurement System“, IEEE Instrumentation & Measurement Magazine, vol.19, no. 1, 2016, pp. 42-46.
6) Xuefeng Chen*, Xiang Li*, S. Wang, Z. Yang, B. Chen, and Z. He, “Composite Damage Detection Based on Redundant Second-Generation Wavelet Transform and Fractal Dimension Tomography Algorithm of Lamb Wave“, IEEE Transactions on Instrumentation and Measurement, vol.62, 2013, pp.1354-1363.

Peer-Review Conference
1) Xiang Li, Shuxue Ding, Z. Li, H. Zhao, B. Tan, “Defect Detection on Thin-Wall Structure via dictionary Learning“, IEEE Proc. The Instrumentation and Measurement Technology Conference (I2MTC), May 22-25 2017, Turin, Italy.
2) Xiang Li, X. Chen, Z. Yang, X. Zhu, “Composite Damage Identification Based on Lamb Wave and Redundant Second Generation Wavelet”, IEEE Proc. The Instrumentation and Measurement Technology Conference (I2MTC), May 13-16 2012, Graz, Austria, pp. 2216-2220.