Zelin Xu - RankMe

21 papers A* 4A 2Journal 12Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Survey on Uncertainty Quantification Methods for Deep Learning. ACM Comput. Surv. Wenchong He, Zhe Jiang, Tingsong Xiao, Zelin Xu, Yukun Li
2026	J	`jnl`	EarthSpatialBench: Benchmarking Spatial Reasoning Capabilities of Multimodal LLMs on Earth Imagery. CoRR Zelin Xu, Yupu Zhang, Saugat Adhikari, Saiful Islam, Tingsong Xiao, Zibo Liu, Shigang Chen, Da Yan, Zhe Jiang
2025	A	`conf`	Accelerate Coastal Ocean Circulation Model with AI Surrogate. IPDPS 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
2025	A*	`conf`	CoastalBench: A Decade-Long High-Resolution Dataset to Emulate Complex Coastal Processes. ICML Zelin Xu, Yupu Zhang, Tingsong Xiao, Maitane Olabarrieta Lizaso, Jose Maria Gonzalez Ondina, Zibo Liu, Shigang Chen, Zhe Jiang
2025	J	`jnl`	DecoyDB: A Dataset for Graph Contrastive Learning in Protein-Ligand Binding Affinity Prediction. CoRR Yupu Zhang, Zelin Xu, Tingsong Xiao, Gustavo de M. Seabra, Yanjun Li, Chenglong Li, Zhe Jiang
2025	—	`conf`	Learning Individual Movement Shifts After Urban Disruptions with Social Infrastructure Reliance. SIGSPATIAL/GIS Shangde Gao, Zelin Xu, Zhe Jiang
2025	—	`conf`	Scalable Terrain-Aware Flood Extent Mapping on Earth Imagery. SIGSPATIAL/GIS Saugat Adhikari, Da Yan, Zhe Jiang, Jiao Han, Zelin Xu, Yupu Zhang, Arpan Man Sainju, Yang Zhou
2025	J	`jnl`	Scaling Terrain-Aware Spatial Machine Learning for Flood Mapping on Large Scale Earth Imagery Data. ACM Trans. Spatial Algorithms Syst. Saugat Adhikari, Da Yan, Zhe Jiang, Jiao Han, Zelin Xu, Yupu Zhang, Arpan Man Sainju, Yang Zhou
2025	J	`jnl`	Spatio-temporal Multivariate Time Series Forecast with Chosen Variables. CoRR Zibo Liu, Zhe Jiang, Zelin Xu, Tingsong Xiao, Yupu Zhang, Zhengkun Xiao, Haibo Wang, Shigang Chen
2025	J	`jnl`	Spatio-temporal Partial Sensing Forecast of Long-term Traffic. Trans. Mach. Learn. Res. Zibo Liu, Zhe Jiang, Zelin Xu, Tingsong Xiao, Zhengkun Xiao, Yupu Zhang, Haibo Wang, Shigang Chen
2025	J	`jnl`	Temporally Detailed Hypergraph Neural ODEs for Type 2 Diabetes Progression Modeling. CoRR Tingsong Xiao, Yao An Lee, Zelin Xu, Yupu Zhang, Zibo Liu, Yu Huang, Jiang Bian, Serena Jingchuan Guo, Zhe Jiang
2025	A*	`conf`	XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications. AAAI Tingsong Xiao, Zelin Xu, Wenchong He, Zhengkun Xiao, Yupu Zhang, Zibo Liu, Shigang Chen, My T. Thai, Jiang Bian, Parisa Rashidi, Zhe Jiang
2024	J	`jnl`	A Fast AI Surrogate for Coastal Ocean Circulation Models. CoRR 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
2024	A	`conf`	Foundation Models for Spatiotemporal Tasks in the Physical World. SDM Zhe Jiang, Yu Wang, Zelin Xu
2024	A*	`conf`	Spatial-Logic-Aware Weakly Supervised Learning for Flood Mapping on Earth Imagery. AAAI Zelin Xu, Tingsong Xiao, Wenchong He, Yu Wang, Zhe Jiang, Shigang Chen, Yiqun Xie, Xiaowei Jia, Da Yan, Yang Zhou
2024	J	`jnl`	Spatio-Temporal Partial Sensing Forecast for Long-term Traffic. CoRR Zibo Liu, Zhe Jiang, Zelin Xu, Tingsong Xiao, Zhengkun Xiao, Haibo Wang, Shigang Chen
2024	J	`jnl`	XTSFormer: Cross-Temporal-Scale Transformer for Irregular Time Event Prediction. CoRR 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
2023	A*	`conf`	A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space. NeurIPS Wenchong He, Zhe Jiang, Tingsong Xiao, Zelin Xu, Shigang Chen, Ronald Fick, Miles Medina, Christine Angelini
2023	J	`jnl`	A Hierarchical Spatial Transformer for Massive Point Samples in Continuous Space. CoRR Wenchong He, Zhe Jiang, Tingsong Xiao, Zelin Xu, Shigang Chen, Ronald Fick, Miles Medina, Christine Angelini
2023	—	`conf`	Spatial Knowledge-Infused Hierarchical Learning: An Application in Flood Mapping on Earth Imagery. SIGSPATIAL/GIS Zelin Xu, Tingsong Xiao, Wenchong He, Yu Wang, Zhe Jiang
2023	J	`jnl`	Spatial Knowledge-Infused Hierarchical Learning: An Application in Flood Mapping on Earth Imagery. CoRR Zelin Xu, Tingsong Xiao, Wenchong He, Yu Wang, Zhe Jiang