Workshop Program (Nov 15, 2026, 1:30 PM - 6:00 PM, Room Berlin 2)
Session Chair: Dr. Pengyang Wang
| 1:30 PM - 1:35 PM | Welcome from the Organizers, Dr. Pengyang Wang (University of Macau, China) |
| 1:35 PM - 2:15 PM | Keynote Talk: From Generating Cities to Editing Cities: Agents That Act on Spatiotemporal Systems Prof. Dongjie Wang, North East Normal University |
| 2:15 PM - 2:35 PM | Context-Aware Granules Support Remote Wildlife Monitoring Through Stable Movement-State Discovery Adam Kiersztyn, Wanda Olech-Piasecka, Rafał Łopucki, Kajetan Perzanowski, Aleksander Bołbot, and Kacper Romaniuk |
| 2:35 PM - 2:55 PM | Towards Deep Spatial Emulators for Reconstructing Ocean Carbon Uptake Sweety Mohanty, Daniyal Kazempour, Jakob Meggendorfer, Lavinia Patara, Willi Rath, and Peer Kröger |
| 2:55 PM - 3:15 PM | D-TINs for Track-Sampled Ice Sheet Surface Reconstruction from Satellite Altimetry Data Xiaoyu Xia, Noah Bergam, and Abani Patra |
| 3:15 PM - 3:35 PM | Heterogeneous Spatiotemporal Graph Networks for Corporate Credit Default Early Warning Tommy C.H. Ho, Vincent C.S. Lee, and Arif Perdana |
| 3:35 PM - 3:50 PM | Coffee Break |
| 3:50 PM - 4:10 PM | PhaseMamba: Time-Aware Mamba Backbone with Phase-Level Transformer Attention for Sequential Recommendation Liangju Huang, Haodong Yang, and Jia Cai |
| 4:10 PM - 4:30 PM | Powerful Switchback Experiments -- Or Not? Sergei Pankratev |
| 4:30 PM - 4:50 PM | A Skillized Dual-Memory Agent Framework for Intent-Aware Freight Routing Lin Zhang, Yangjinjin Liu, Yifei Luo, Junjie Li, Yu Liu, Ye Shi, and Xingliao Wan |
| 4:50 PM - 5:10 PM | SAECP: Scale-Aware Error-Correction Probabilistic Forecasting for Sparse Hierarchical Time Series Shengnan Di, Zhidong Li, Bin Liang, Fang Chen, and Jianlong Zhou |
| 5:10 PM - 5:15 PM | Break |
| 5:15 PM - 5:35 PM | DCD: Decomposition-based Causal Discovery from Autocorrelated and Non-Stationary Temporal Data Muhammad Hasan Ferdous and Md Osman Gani |
| 5:35 PM - 5:55 PM | When Does Physics Beat Data? Data-Efficient Traffic State Estimation with Amortized PINNs Anna Lazareva and Alexander Tarakanov |
| 5:55 PM - 6:00 PM | Closing Remarks, Dr. Pengyang Wang |