I’m now a third-year Ph.D. student at Tianjin University, and my adviser is Professor Qinghua Hu. I received my M.E. degree from Tianjin University in 2022, and my B.E. degree from Shanxi University in 2019. I’m now focusing on machine learning, time series forecasting, and space weather forecasting.

Research Interests

• Machine Learning: uncertainty learning, graph representation learning.
• AI for Time Series: space weather forecasting.

Awards

• First-Year Outstanding Academic Scholarship, 2022
• First-Class Academic Scholarship, 2021
• National Scholarship recipient, 2018
• First Prize in the Software Category of the Blue Bridge Cup Shanxi Division, 2018
• Second Prize in the “Internet+” College Students’ Innovation and Entrepreneurship Competition, 2018
• Second Prize in the Undergraduate Group of the North China Five Provinces Competition, 2017

Selected Publications

Google Scholar Profile for full publication list.

1. Sun Y, Xie Z, Eldele E, et al. Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution Shift[J]. arXiv preprint arXiv:2410.09836, 2024.
2. Sun Y, Xie Z, Chen D, et al. Hierarchical Classification Auxiliary Network for Time Series Forecasting[J]. arXiv preprint arXiv:2405.18975, 2024.
3. Sun Y, Xie Z, Chen Y, et al. Accurate Solar Wind Speed Prediction with Multimodality Information[J]. Space: Science & Technology, 2022.
4. Sun Y, Xie Z, Wang H, et al. Solar Wind Speed Prediction via Graph Attention Network[J]. Space Weather, 2022, 20(7): e2022SW003128.
5. Sun Y, Xie Z, Chen Y, et al. Solar Wind Speed Prediction With Two-Dimensional Attention Mechanism[J]. Space Weather, 2021, 19(7): e2020SW002707.