Selected Five Publications

---

Some papers are listed below in reverse chronological order in which they appeared online. You can also find more about my research on Google Scholar profile.

Note: * = Co-first author. † = Corresponding Author.

• Learning with Calibration: Exploring Test-Time Computing of Spatio-Temporal Forecasting
  Wei Chen, Yuxuan Liang†
  arXiv, 2025.

• Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting
  Wei Chen, Yuxuan Liang†
  ICLR, 2025.

• Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth
  Wei Chen, Xixuan Hao, Yuankai Wu, Yuxuan Liang†
  NeurIPS, 2024.

• Position: What Can Large Language Models Tell Us about Time Series Analysis
  Ming Jin*, Yifan Zhang*, Wei Chen*, Kexin Zhang, Yuxuan Liang†, Bin Yang, Jindong Wang, Shirui Pan, Qingsong Wen†
  ICML, 2024.

• Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond
  Wei Chen, Yuxuan Liang†, Yuanshao Zhu, Yanchuan Chang, Kang Luo, Haomin Wen, Lei Li, Yanwei Yu, Qingsong Wen, Chao Chen, Kai Zheng, Yunjun Gao, Xiaofang Zhou, Yu Zheng
  arXiv, 2024. (Website) (News 1) (News 2)