I am now working with Professor Saike He as a research assistant at Chinese Academy of Science Institute of Automation (CASIA). I received my bachelor And Master Degrees From University of Technology under supervision of Bo Liu.
I have a broad research interest, I did lots of researches about spatio-temporal data mining, especially on the meteorological domain.
Besides that, I also did some research about natural language processing, including text classification, text clustering, knowledge graph.
I am also interested in reinforcement learning and its related theory. I had given several presentations about reinforcement learning, including school, CASIA, and I got quite good feedback.
GPA: 3.5/4.0 (top 10% in the department)
GPA: 3.21/4.0 Major: 3.4/4.0
[1] Bo Liu, Shuo Yan, Jianqiang Li, Yong Li, Jianlei Lang, Mengchu Zhou, " Study on Prediction of Atmospheric PM2.5 Based on Spatio-Temporal Extreme Learning Machine: Case of Beijing", IEEE Transactions on Big Data (under second review)
If you are interested in this paper, please contact me.
[2] Bo Liu, Shuo Yan, Jianqiang Li, Guangzhi Qu, Yong Li, Jianlei Lang, Rentao Gu, " A Sequence-to-Sequence Air Quality Predictor Based on the n-Step Recurrent Prediction", IEEE Access (IF= 4.098, Q1) 2019
[3] Bo Liu, Shuo Yan, Huanling You, Yan Dong, Yong Li, Jianlei Lang, Rentao Gu, " Road surface temperature prediction based on gradient extreme learning machine boosting", Elsevier, Computers in Industry (IF= 4.769, Q1) 2018
[1] Bo Liu, Shuo Yan, Jianqiang Li, Guangzhi Qu, Yong Li, Jianlei Lang, Rentao Gu, " An Attention-Based Air Quality Forecasting Method", IEEE, International Conference on Machine Learning and Applications (ICMLA 2018)
[2] Bo Liu, Shuo Yan, Huanling You, Yan Dong, Yong Li, Jianlei Lang, Rentao Gu, "Road surface temperature prediction based on gradient extreme learning machine boosting" IEEE, International Conference on Machine Learning and Applications (ICMLA 2017)
[3] Bo Liu, Shuo Yan, Jianqiang Li, Yong Li, "Forecasting PM2. 5 concentration using spatio-temporal extreme learning machine" IEEE, International Conference on Machine Learning and Applications (ICMLA 2016)
Bo Liu, Shuo Yan, Air Quality Prediction System based on Deep Learning 2017, China
Proficient in Python, Java, SQL, HTML, Javascript
Familiar with Matlab
Tensorflow, Pytorch, Spring, Django, Vue.js, Spark, Neo4j
Windows, Linux
Apart from being a machine learning researcher, I enjoy playing badminton and walking.
When I am indoors, I like watching sci-fi movies and videos. In addition, I like history very much, because I enjoy finding out the causalities of events.