Selected Papers

1. Spatial Query Processing (SP)

The Era of Big Spatial Data: A Survey
A. Eldawy and M. F. Mokbel, 2015
Information and Media Technologies, 10(2), pp. 305–316

2. Spatial Trends (SP – New)

Learning from Spatio-Temporal Data in the LLM Era: Foundations, Models, and Emerging Trends
Zijian Zhang, Xiao Han, Xiangyu Zhao, Chenjuan Guo, and Bin Yang
Proceedings of the 19th International Symposium on Spatial and Temporal Data (SSTD ’25), 2025

3. Spatial Big Data Platforms (RP – New)

Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective
Yuchen Fang, Yuxuan Liang, Bo Hui, Zezhi Shao, Liwei Deng, Xu Liu, Xinke Jiang, and Kai Zheng
Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD ’25), pp. 307–317, 2025

4. Spatial Networks (RP – New)

XXLTraffic: Expanding and Extremely Long Traffic Forecasting Beyond Test Adaptation
Du Yin, Hao Xue, Arian Prabowo, Shuang Ao, and Flora D. Salim
Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, pp. 511–521, 2025

Division of Responsibilities

• Chaitanya Kadam
  Responsible for writing the 1,500–2,000 word narrative for the selected paper.
  
  

• Abhay Shashidhara
  Responsible for preparing the 10 presentation slides and delivering the oral presentation during the lecture.