Zelin Xu

According to our database, Zelin Xu authored at least 19 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Survey on Uncertainty Quantification Methods for Deep Learning.

Wenchong He, Zhe Jiang, Tingsong Xiao, Zelin Xu, Yukun Li

ACM Comput. Surv., May, 2026

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

CoRR, February, 2026

2025

Spatio-temporal Multivariate Time Series Forecast with Chosen Variables.

Zibo Liu, Zhe Jiang, Zelin Xu, Tingsong Xiao, Yupu Zhang, Zhengkun Xiao, Haibo Wang, Shigang Chen

CoRR, October, 2025

Temporally Detailed Hypergraph Neural ODEs for Type 2 Diabetes Progression Modeling.

Tingsong Xiao, Yao An Lee, Zelin Xu, Yupu Zhang, Zibo Liu, Yu Huang, Jiang Bian, Serena Jingchuan Guo, Zhe Jiang

CoRR, October, 2025

DecoyDB: A Dataset for Graph Contrastive Learning in Protein-Ligand Binding Affinity Prediction.

Yupu Zhang, Zelin Xu, Tingsong Xiao, Gustavo de M. Seabra, Yanjun Li, Chenglong Li, Zhe Jiang

CoRR, July, 2025

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., June, 2025

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

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

Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2025

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

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Learning Individual Movement Shifts After Urban Disruptions with Social Infrastructure Reliance.

Shangde Gao, Zelin Xu, Zhe Jiang

Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025

Scalable Terrain-Aware Flood Extent Mapping on Earth Imagery.

Saugat Adhikari, Da Yan, Zhe Jiang, Jiao Han, Zelin Xu, Yupu Zhang, Arpan Man Sainju, Yang Zhou

Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems, 2025

XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications.

Tingsong Xiao, Zelin Xu, Wenchong He, Zhengkun Xiao, Yupu Zhang, Zibo Liu, Shigang Chen, My T. Thai, Jiang Bian, Parisa Rashidi, Zhe Jiang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

A Fast AI Surrogate for Coastal Ocean Circulation Models.

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

CoRR, 2024

Spatio-Temporal Partial Sensing Forecast for Long-term Traffic.

Zibo Liu, Zhe Jiang, Zelin Xu, Tingsong Xiao, Zhengkun Xiao, Haibo Wang, Shigang Chen

CoRR, 2024

XTSFormer: Cross-Temporal-Scale Transformer for Irregular Time Event Prediction.

Tingsong Xiao, Zelin Xu, Wenchong He, Jim Su, Yupu Zhang, Raymond Opoku, Ronald L. Ison, Jason Petho, Jiang Bian, Patrick James Tighe, Parisa Rashidi, Zhe Jiang

CoRR, 2024

Foundation Models for Spatiotemporal Tasks in the Physical World.

Zhe Jiang, Yu Wang, Zelin Xu

Proceedings of the 2024 SIAM International Conference on Data Mining, 2024

Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery.

Zelin Xu, Tingsong Xiao, Wenchong He, Yu Wang, Zhe Jiang, Shigang Chen, Yiqun Xie, Xiaowei Jia, Da Yan, Yang Zhou

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space.

Wenchong He, Zhe Jiang, Tingsong Xiao, Zelin Xu, Shigang Chen, Ronald Fick, Miles Medina, Christine Angelini

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Spatial Knowledge-Infused Hierarchical Learning: An Application in Flood Mapping on Earth Imagery.

Zelin Xu, Tingsong Xiao, Wenchong He, Yu Wang, Zhe Jiang

Proceedings of the 31st ACM International Conference on Advances in Geographic Information Systems, 2023