个人简介
I am an associate professor of the school of Computer Software, Tianjin University. I received M. S. and Ph.D. degrees from Harbin Institute of Technology, Harbin, China in 2005 and 2010, respectively. I also worked as a Postdoctoral Fellow with Department of Computer Science, Shenzhen Graduate School, Harbin Institute of Technology from 2011 to 2013. In 2016, I worked in the center for vision, speech and signal processing (CVSSP) of University of Surrey as an academic visitor.
My research interests are focused on time series modeling and its applications to weather forecasting, load forecasting, power forecasting, and fault diagnosis.
学术成果
论文成果
专利成果
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[1]基于语言引导和近端策略优化微调的用于多领域时序数据的预测方法,2025-06-17, 中国, 2025108090930 (专利)
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[2]融合频域一致性的时频自相关对比学习的太阳风速时序预测方法, 2025-04-30, 中国, 2025105662552 (专利)
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[3]基于时变特征构图的燃气轮机上多种测点时序预测方法, 2024-09-17, 中国,CN202210062295.X (专利)
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[4]基于多任务深度学习神经网络的太阳风速度预测方法, 2024-10-29, 中国,202111674519.4 (专利)
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[5]基于图神经网络融合文本和时序信息的微博热度预测方法, 2024-09-03, 中国, CN202111470982.7 (专利)
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[6]一种融合深度学习和分位数回归的风速区间预测方法, 2024-04-02, 中国, CN201910995994.8


