I am currently pursuing my Master’s degree in the Department of Software at Shandong University, advised by Prof. Yongshun Gong. Previously, I earned my Bachelor’s degree from the same department. In the upcoming academic year, I will join the Department of Data Science & Artificial Intelligence at The Hong Kong Polytechnic University (PolyU) as a Ph.D. candidate, under the joint supervision of Prof. Chengqi Zhang and Prof. Guodong Long.

My research focuses on multivariate time series prediction, spatio-temporal data mining and foundation models.

🔥 News

• 2025.05:  🎉🎉 One paper was accepted by IEEE TKDE.
• 2025.04:  🎉🎉 Two papers were accepted by IJCAI 2025.
• 2025.04:  🎉🎉 One paper was accepted by IEEE TKDE.
• 2024.11:  🎉🎉 One paper was accepted by IEEE TKDE.
• 2024.05:  🎉🎉 One paper was accepted by Neural Computing & Applications.
• 2024.01:  🎉🎉 One paper was accepted by Artificial Intelligence.

📝 Publications

TKDE

Spatio-Temporal Multivariate Probabilistic Modeling for Traffic Prediction

Yang An, Zhibin Li, Xiaoyu Li, Wei Liu, Xinghao Yang, Haoliang Sun, Meng Chen, Yu Zheng, Yongshun Gong,

Paper

NCAA

PartialST: Partial Spatial-Temporal learning for Urban Flow Prediction

Yong Wang, Xiaoyu Li, Xinxin Zhang, Rui Liu, Yongshun Gong

Paper Code

AIJ

Dualtrack Spatio-temporal Learning for Urban Flow Prediction with Adaptive Normalization

Xiaoyu Li , Yongshun Gong , Wei Liu , Yilong Yin , Yu Zheng , Liqiang Nie

Paper Code

🎖 Honors and Awards

• 2025.01 Outstanding graduates, Shandong University.
• 2024.12 National Scholarship

📖 Educations

• 2025.09 - 2029.06 (expected), Ph.D, The Hong Kong Polytechnic University, Artificial Intelligence
• 2022.09 - 2025.06, MSc, Shandong University, Software Engineering
• 2018.09 - 2022.06, Bachelor, Shandong University, Software Engineering

💬 Professional Service

• Reviewer: IEEE TNNLS, KDD2024

  💻 Internships