基本情報

所属
コンピュータ理工学部
職位
准教授
E-Mail
xiangli [at] u-aizu.ac.jp
Webサイト
https://scholar.google.co.jp/citations?user=5YQp20UAAAAJ&hl=ja

教育

担当科目 - 大学
MA04 微積分II、MA05 フーリエ解析、MA06 複数関数論
担当科目 - 大学院
CSC02F Applied Signal Processing

研究

研究分野
Machine Learning, Signal Processing, Convex and Non-convex Optimization, Inverse Problems
略歴
現在の研究課題
疎表現、自己位置推定と環境地図作成を同時に行う (SLAM)、コンピュータビジョン、強化学習
研究内容キーワード
機械学習、人工知能(AI)、信号処理、逆問題、モノのインターネット(IoT)
所属学会
Institute of Electrical and Electronics Engineers (IEEE)

パーソナルデータ

趣味
Reading, Sports, DIY
子供時代の夢
Science can make the life better.
これからの目標
Connect the advanced science and technology with the local people.
座右の銘
“Greats aren't great because at birth they can paint, the greats are great because they paint a lot.“
愛読書
学生へのメッセージ
Continuous efforts will tell.
その他
大学院生を募集しています!
機械学習、人工知能(AI)や疎表現に興味がある方,気軽にリ(xiangli [at] u-aizu.ac.jp)までメールをお願いします。

主な著書・論文

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.