Spatial Knowledge-Infused Hierarchical Learning: An Application in Flood Mapping on Earth Imagery. - Zelin Xu 001; Tingsong Xiao; Wenchong He; Yu Wang 044; Zhe Jiang 001 (SIGSPATIAL/GIS, 2023)

A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space. - Wenchong He; Zhe Jiang 001; Tingsong Xiao; Zelin Xu 001; Shigang Chen; Ronald Fick; Miles Medina; Christine Angelini (NeurIPS, 2023)

Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery. - Zelin Xu 001; Tingsong Xiao; Wenchong He; Yu Wang 044; Zhe Jiang 001; Shigang Chen; Yiqun Xie; Xiaowei Jia; Da Yan 001; Yang Zhou 001 (AAAI, 2024)

Foundation Models for Spatiotemporal Tasks in the Physical World. - Zhe Jiang 001; Yu Wang 044; Zelin Xu 001 (SDM, 2024)

XTSFormer: Cross-Temporal-Scale Transformer for Irregular Time Event Prediction. - Tingsong Xiao; Zelin Xu 001; Wenchong He; Jim Su; Yupu Zhang; Raymond Opoku; Ronald L. Ison; Jason Petho; Jiang Bian 001; Patrick James Tighe; Parisa Rashidi; Zhe Jiang 001 (CoRR, 2024)

Spatio-Temporal Partial Sensing Forecast for Long-term Traffic. - Zibo Liu; Zhe Jiang 001; Zelin Xu 001; Tingsong Xiao; Zhengkun Xiao; Haibo Wang 004; Shigang Chen (CoRR, 2024)

A Fast AI Surrogate for Coastal Ocean Circulation Models. - Zelin Xu 001; Jie Ren; Yupu Zhang; Jose Maria Gonzalez Ondina; Maitane Olabarrieta; Tingsong Xiao; Wenchong He; Zibo Liu; Shigang Chen; Kaleb E. Smith; Zhe Jiang 001 (CoRR, 2024)

XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications. - Tingsong Xiao; Zelin Xu 001; Wenchong He; Zhengkun Xiao; Yupu Zhang; Zibo Liu; Shigang Chen; My T. Thai; Jiang Bian 001; Parisa Rashidi; Zhe Jiang 001 (AAAI, 2025)

Accelerate Coastal Ocean Circulation Model with AI Surrogate. - Zelin Xu 001; Jie Ren; Yupu Zhang; Jose Maria Gonzalez Ondina; Maitane Olabarrieta; Tingsong Xiao; Wenchong He; Zibo Liu; Shigang Chen; Kaleb E. Smith; Zhe Jiang 001 (IPDPS, 2025)

Spatio-temporal Partial Sensing Forecast of Long-term Traffic. - Zibo Liu; Zhe Jiang 001; Zelin Xu 001; Tingsong Xiao; Zhengkun Xiao; Yupu Zhang; Haibo Wang 004; Shigang Chen (Trans. Mach. Learn. Res., 2025)

Scaling Terrain-Aware Spatial Machine Learning for Flood Mapping on Large Scale Earth Imagery Data. - Saugat Adhikari; Da Yan 001; Zhe Jiang 001; Jiao Han; Zelin Xu 001; Yupu Zhang; Arpan Man Sainju; Yang Zhou 001 (ACM Trans. Spatial Algorithms Syst., 2025)

DecoyDB: A Dataset for Graph Contrastive Learning in Protein-Ligand Binding Affinity Prediction. - Yupu Zhang; Zelin Xu 001; Tingsong Xiao; Gustavo de M. Seabra; Yanjun Li 005; Chenglong Li; Zhe Jiang 001 (CoRR, 2025)