基本信息

张煦尧  男   硕导 中国科学院自动化研究所
电子邮件: xyz@nlpr.ia.ac.cn
通信地址: 北京市中关村东路95号
邮政编码: 100190

研究领域

模式识别、机器学习、深度学习、文字识别

教育背景

2008-09--2013-07   中科院自动化所   博士
2004-09--2008-07   武汉大学   学士

工作经历

2012年:加拿大模式识别与机器智能中心CENPARMI访问学者(Prof. Ching Y. Suen)
2015年:深度学习发源地蒙特利尔大学访问学者(Prof. Yoshua Bengio)
2013-至今:中科院自动化所,模式识别国家重点实验室,助理研究员,副研究员

教授课程

模式识别
模式识别与机器学习
深度学习在视觉和自然语言处理中的应用
深度学习

专利与奖励

第十届吴文俊人工智能优秀青年奖,2020

中科院基础前沿研究计划从0到1原始创新项目,2019

中国科学院大学校级研究生优秀课程,2019

中国科学院青年创新促进会,2019

中国科协青年人才托举工程,2018 

中科院自动化所特聘青年骨干,2017

模式识别国家重点实验室优秀员工,2016

脑科学与智能技术卓越创新中心人才计划,2015

国家公派留学基金,2015

中国计算机学会优秀博士论文,2014

IEEE TPAMI焦点论文,2013


出版信息

  1. Hong-Ming Yang, Xu-Yao Zhang, Fei Yin, Qing Yang, Cheng-Lin Liu. Convolutional prototype network for open set recognition. IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), accepted 2021.
  2. Xu-Yao Zhang, Cheng-Lin Liu, Ching Y. Suen. Towards robust pattern recognition: A review. Proceedings of the IEEE, vol. 108, no. 6, pp. 894-922, June 2020.
  3. 张煦尧,刘成林.鲁棒模式识别研究进展.CAA模式识别与机器智能专委会通讯,2020年第2:1-11,八月,2020.
  4. Xu-Yao Zhang, Fei Yin, Yan-Ming Zhang, Cheng-Lin Liu, Yoshua Bengio. Drawing and recognizing Chinese characters with recurrent neural network. IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 40, no. 4, pp. 849-862, April 2018.
  5. Xu-Yao Zhang, Guo-Sen Xie, Cheng-Lin Liu, Yoshua Bengio. End-to-end online writer identification with recurrent neural network. IEEE Trans. Human-Machine Systems (THMS), vol. 47, no. 2, pp. 285-292, April 2017.
  6. Xu-Yao Zhang, Yoshua Bengio, Cheng-Lin Liu. Online and offline handwritten Chinese character recognition: A comprehensive study and new benchmark. Pattern Recognition, vol. 61, pp. 348-360, January 2017.
  7. Xu-Yao Zhang, Lingfeng Wang, Shiming Xiang, Cheng-Lin Liu. Retargeted least squares regression algorithm. IEEE Trans. Neural Networks and Learning Systems (NNLS), vol. 26, no. 9, pp. 2206-2213, September 2015.
  8. Xu-Yao Zhang, Peipei Yang, Yan-Ming Zhang, Kaizhu Huang, Cheng-Lin Liu. Combination of classification and clustering results with label propagation. IEEE Signal Processing Letters, vol. 21, no. 5, pp. 610-614, May 2014.
  9. Xu-Yao Zhang, Cheng-Lin Liu. Evaluation of weighted Fisher criteria for large category dimensionality reduction in application to Chinese handwriting recognition. Pattern Recognition, vol. 46, no. 9, pp. 2599-2611, September 2013.
  10. Xu-Yao Zhang, Cheng-Lin Liu. Writer adaptation with style transfer mapping. IEEE Trans. Pattern Analysis and Machine Intelligence (PAMI), vol. 35, no. 7, pp. 1773-1787, July 2013.