Home page for the SDSR project
Identify the members in your team. Provide names, student ids, email addresses for each team member, and a group web url to turn in homework. Kindly fill out a background survey and turn it in.
Please complete the pre-course survey based on research skills as listed in schedule.
Browse the reading list. Identify two research papers (papers marked with “CAP-RP (New)”) and two survey papers (“CAP-SP”). For each category (i.e., “CAP-RP (New)” or “CAP-SP”), one paper should be from topics 1-8 and the other from topics 9-15. These are the choices from your group for the class presentation (that your group will do after critically analyzing one of the papers that we assign). Identify the team member responsible for 1500 ~ 2000 word narrative on the selected paper. Identify the team member responsible for preparing 10 slides and the oral presentation in lecture. From the choices that you gave us, we will identify one paper, called Paper-1, for your group based on the need to spread out presentation across all weeks, and choice made by all students.
CAP-RP(New) - Fey, Matthias, Jinu Sunil, Akihiro Nitta, Rishi Puri, Manan Shah, Blaž Stojanovic, Ramona Bendias et al. “PyG 2.0: Scalable learning on real world graphs.” arXiv preprint arXiv:2507.16991. 2025.
CAP-RP(New) - Kaiwen Xia, Li Lin, Shuai Wang, Qi Zhang, Shuai Wang, and Tian He. “ProST: Prompt Future Snapshot on Dynamic Graphs for Spatio-Temporal Prediction.” In Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.1 (KDD ‘25), pp. 1645–1656. 2025.
CAP-SP – Deep learning in remote sensing: a review. Zhu, X.X., Tuia, D., Mou, L., Xia, G.S., Zhang, L., Xu, F. and Fraundorfer, F., 2017. arXiv preprint arXiv:1710.03959..
CAP-SP –S. Skiadopoulos, C. Giannoukos, N. Sarkas, P. Vassiliadis, T. Sellis, M. Koubarakis A Family of Directional Relation Models for Extended Objects., IEEE Trans. Knowl. Data Eng. 19(8): 1116-1130 (2007)
Narrative: Joe
Presentation: Noah