Zelin Xu

PhD student, University of Florida

Joined

May 2023

Names

Zelin Xu (Preferred)

Emails

****@ufl.edu (Confirmed)

Personal Links

Career & Education History

PhD student

University of Florida (ufl.edu)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

2022 – Present

Expertise

No areas of expertise listed

Publications

EarthSpatialBench: Benchmarking Spatial Reasoning Capabilities of Multimodal LLMs on Earth Imagery
Zelin Xu, Yupu Zhang, Saugat Adhikari, Saiful Islam, Tingsong Xiao, Zibo Liu, Shigang Chen, Da Yan, Zhe Jiang
- ES-Reasoning @ ICLR 2026
- Readers: Everyone
Temporally Detailed Hypergraph Neural ODE for Disease Progression Modeling
Tingsong Xiao, Yao An Lee, Zelin Xu, Yupu Zhang, Zibo Liu, Yu Huang, Jiang Bian, Jingchuan Guo, Zhe Jiang
- ICLR 2026 Poster
- Readers: Everyone
Scaling Terrain-Aware Spatial Machine Learning for Flood Mapping on Large Scale Earth Imagery Data
Saugat Adhikari, Da Yan, Zhe Jiang, Jiao Han, Zelin Xu, Yupu Zhang, Arpan Man Sainju, Yang Zhou
- ACM Trans. Spatial Algorithms Syst. 2025
- Readers: Everyone
DecoyDB: A Dataset for Graph Contrastive Learning in Protein-Ligand Binding Affinity Prediction
Yupu Zhang, Zelin Xu, Tingsong Xiao, Gustavo Seabra, Yanjun Li, Chenglong Li, Zhe Jiang
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
Spatio-temporal Partial Sensing Forecast of Long-term Traffic
Zibo Liu, Zhe Jiang, Zelin Xu, Tingsong Xiao, Zhengkun Xiao, Yupu Zhang, Haibo Wang, Shigang Chen
- Accepted by TMLR
- Readers: Everyone
CoastalBench: A Decade-Long High-Resolution Dataset to Emulate Complex Coastal Processes
Zelin Xu, Yupu Zhang, Tingsong Xiao, Maitane Olabarrieta Lizaso, Jose M. Gonzalez-Ondina, Zibo Liu, Shigang Chen, Zhe Jiang
- ICML 2025 poster
- Readers: Everyone
CoastalBench: A Decade-Long High-Resolution Dataset to Emulate Complex Coastal Processes
Zelin Xu, Yupu Zhang, Tingsong Xiao, Maitane Olabarrieta Lizaso, Jose Maria Gonzalez Ondina, Zibo Liu, Shigang Chen, Zhe Jiang
- ICML 2025
- Readers: Everyone
Learning Individual Movement Shifts After Urban Disruptions with Social Infrastructure Reliance
Shangde Gao, Zelin Xu, Zhe Jiang
- SIGSPATIAL/GIS 2025
- Readers: Everyone
Spatio-temporal Partial Sensing Forecast of Long-term Traffic
Zibo Liu, Zhe Jiang, Zelin Xu, Tingsong Xiao, Zhengkun Xiao, Yupu Zhang, Haibo Wang, Shigang Chen
- Trans. Mach. Learn. Res. 2025
- Readers: Everyone
Accelerate Coastal Ocean Circulation Model with AI Surrogate
Zelin Xu, Jie Ren, Yupu Zhang, Jose Maria Gonzalez Ondina, Maitane Olabarrieta, Tingsong Xiao, Wenchong He, Zibo Liu, Shigang Chen, Kaleb E. Smith, Zhe Jiang
- IPDPS 2025
- Readers: Everyone

View all 19 publications

Co-Authors

View all 38 co-authors