About Me

I am currently an MPhil candidate in Mathematics at Newcastle University, and I am privileged to be supervised by Prof. Chris Oates.

I received my Bachelor's degree in Mathematics and Applied Mathematics from Chongqing University of Arts and Sciences, and participated in collaborative coursework with the University of North Carolina Wilmington.

My research interests include Probabilistic Machine Learning, Computational Statistics, and I am also passionate about Deep Learning.

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Research Interests

  • Probabilistic Machine Learning
  • Computational Statistics
  • Deep Learning

Publications

Auto-Segmentation paper

A novel offshore wind power prediction model based on TCN-DANet-sparse transformer and considering spatio-temporal coupling in multiple wind farms

Juntao Chen , Xueying Fu, Lingli Zhang, Haoye Shen, Jibo Wu

Energy, Nov 2024

Paper
NodeRAG paper

CoGraphNet for enhanced text classification using word-sentence heterogeneous graph representations and improved interpretability

Pengyi Li, Xueying Fu, Juntao Chen, Junyi Hu

scientific reports, Jan 2025

Paper

Awards

  • University-level Special Scholarships (2021, 2022, 2023)
  • Professional First-Class Scholarship (2021, 2022, 2023)
  • Second Prize, National University Student Statistical Modeling Competition (2022, 2023)
  • Meritorious Winner, International Mathematics Modeling Contest for Higher Education (2023)
  • Second Prize, China Undergraduate Mathematical Contest in Modeling (CUMCM 2023)