Yiqun Xie

Assistant Professor, University of Maryland, College Park

Joined

May 2021

Names

Yiqun Xie (Preferred)

Emails

****@umd.edu (Confirmed)

****@umn.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Assistant Professor

University of Maryland, College Park (umd.edu)

2020 – Present

Advisors, Relations & Conflicts

PhD Advisor

Shashi Shekhar

2015 – 2020

Expertise

Present

data mining

Present

spatial and spatiotemporal data

Present

deep learning

Present

remote sensing

Present

machine learning

Present

Publications

TyphoFormer: Language-Augmented Transformer for Accurate Typhoon Track Forecasting
Lincan Li, Eren Ozguven, Yue Zhao, Guang Wang, Yiqun Xie, Yushun Dong
- SIGSPATIAL '25: Proceedings of the 33rd ACM International Conference on Advances in Geographic Information Systems
- Readers: Everyone
AgroFlux: A Spatial-Temporal Benchmark for Carbon and Nitrogen Flux Prediction in Agricultural Ecosystems
Qi Cheng, Licheng Liu, Yao Zhang, Mu Hong, Yiqun Xie, Xiaowei Jia
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
GeoBS: Information-Theoretic Quantification of Geographic Bias in AI Models
Zhangyu Wang, Nemin Wu, Qian Cao, Jiangnan Xia, Zeping Liu, Yiqun Xie, Akshay Nambi, Tanuja Ganu, Ni Lao, Ninghao Liu, Gengchen Mai
- Submitted to ICLR 2026
- Readers: Everyone
Knowledge-guided assimilation to bridge the gap between sensing and modeling with indirect labels for global-scale carbon monitoring
Shuo Xu, Zhihao Wang, Ruichen Wang, Xiaowei Jia, Lei Ma, George C. Hurtt, Yiqun Xie
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
TreeFinder: A US-Scale Benchmark Dataset for Individual Tree Mortality Monitoring Using High-Resolution Aerial Imagery
Zhihao Wang, Cooper Li, Ruichen Wang, Lei Ma, George Hurtt, Xiaowei Jia, Gengchen Mai, Zhili Li, Yiqun Xie
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
CarbonGlobe: A Global-Scale, Multi-Decade Dataset and Benchmark for Carbon Forecasting in Forest Ecosystems
Zhihao Wang, Lei Ma, George Hurtt, Xiaowei Jia, Yanhua Li, Ruohan Li, Zhili Li, Shuo Xu, Yiqun Xie
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
LocDiff: Identifying Locations on Earth by Diffusing in the Hilbert Space
Zhangyu Wang, Zeping Liu, Jielu Zhang, Zhongliang Zhou, Qian Cao, Nemin Wu, Lan Mu, Yang Song, Yiqun Xie, Ni Lao, Gengchen Mai
- NeurIPS 2025 poster
- Readers: Everyone
Temporal Environment-Aware Image Generation via Latent Diffusion
Nasrin Kalanat, Yiqun Xie, Yanhua Li, Xiaowei Jia
- ICLR 2025 Conference Desk Rejected Submission
- Readers: Everyone
LocDiffusion: Identifying Locations on Earth by Diffusing in the Hilbert Space
Zhangyu Wang, Jielu Zhang, Zhongliang Zhou, Qian Cao, Nemin Wu, Zeping Liu, Lan Mu, Yang Song, Yiqun Xie, Ni Lao, Gengchen Mai
- Submitted to ICLR 2025
- Readers: Everyone
SolarCube: An Integrative Benchmark Dataset Harnessing Satellite and In-situ Observations for Large-scale Solar Energy Forecasting
Ruohan Li, Yiqun Xie, Xiaowei Jia, Dongdong Wang, Yanhua Li, Yingxue Zhang, Zhihao Wang, Zhili Li
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone

View all 92 publications

Co-Authors

View all 169 co-authors