卢杨

职称:
E-mail:
Homepage:
研究方向:
助理教授
luyang {at} xmu.edu.cn
人工智能、机器学习、深度学习

【个人简介】

卢杨,博士,现为厦门大学信息学院计算机科学系助理教授。2012年和2014年分别获得澳门大学软件工程专业本科和硕士学位(导师:唐远炎教授)。2019年获得香港浸会大学计算机科学专业博士学位(导师:张晓明教授)。已发表高水平论文10余篇,其中多篇论文发表在机器学习一流期刊(JCR 1区)如IEEE Transactions on Neural Networks and Learning Systems (TNNLS)和IEEE Transactions on Cybernetics (TCYB)等,以及人工智能顶级会议(CCF A类)如International Joint Conference on Artificial Intelligence (IJCAI)等。

招收研究生和对科研感兴趣的本科生,欢迎对机器学习以及相关领域有兴趣的同学联系我。

【主讲课程】

  1. 离散数学,2020至今

  2. 深度学习,2020至今

【发表论文】

[1] Yang Lu, Yiu-ming Cheung, and Yuan Yan Tang, "Adaptive Chunk-based Dynamic Weighted Majority for Imbalanced Data Streams with Concept Drift", IEEE Transactions on Neural Networks and Learning Systems (TNNLS), DOI:10.1109/TNNLS.2019.2951814. (JCR 1区)

[2] Yang Lu, Yiu-ming Cheung, and Yuan Yan Tang, "Bayes Imbalance Impact Index: A Measure of Class Imbalanced Dataset for Classification Problem", IEEE Transactions on Neural Networks and Learning Systems (TNNLS), DOI:10.1109/TNNLS.2019.2944962. (JCR 1区)

[3] Yang Lu, Yiu-ming Cheung, and Yuan Yan Tang, "Self-Adaptive Multi-Prototype-based Competitive Learning Approach: A k-means-type Algorithm for Imbalanced Data Clustering", IEEE Transactions on Cybernetics (TCYB), DOI:10.1109/TCYB.2019.2916196. (JCR 1区)

[4] Bin Zou, Chen Xu, Yang Lu, Yuan Yan Tang, Jie Xu, Xinge You, "k-Times Markov Sampling for SVMC", IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol. 29, no. 4, pp. 1328-1341, 2017. (JCR 1区)

[5] Yang Lu, Yiu-ming Cheung, and Yuan Yan Tang, "Dynamic Weighted Majority for Incremental Learning of Imbalanced Data Streams with Concept Drift", in Proceedings of International Joint Conference on Artificial Intelligence (IJCAI), pp. 2393-2399, Melbourne, Australia, August 19-25, 2017. (CCF A类)

[6] Yuan Yan Tang, Yang Lu, Haoliang Yuan, "Hyperspectral Image Classification Based on Three-Dimensional Scattering Wavelet Transform", IEEE Transactions on Geoscience and Remote Sensing (TGRS), vol. 53, no. 5, pp. 2467-2480, 2015. (JCR 2区)