Yiqun Xie - Publications, H-index & Citations

Yiqun Xie

university of maryland

17H指数

110论文数

991被引数

收录论文 17

发表时间

Discover coincident data across satellites in dynamic Arctic environments: exploring scalable strategies for spatio-temporal joins on Apache Sedona 在动态北极环境中跨卫星发现共现数据：探索Apache Sedona上时空连接的可扩展策略

International Journal of Geographical Information Science

IF5.1

2026-08-27

PREAI

Peiqi Zhang; Jia Yu; Zhihao Wang; Ruichen Wang; Yiqun Xie

Trees outside forests and their carbon dynamics over Maryland; U.S.A 森林外树木及其在马里兰州的碳动态；美国

Environmental Research Letters

IF5.6

2026-01-16

OAAI

Quan Shen; George C Hurtt; Lei Ma; Elliott Campbell; Janna Chapman; Reem A Hannun; Jennifer Kennedy; Rachel Lamb; Frances Marie S Panday; Joseph Sullivan; Yiqun Xie

Annotation-free cloud masking for PlanetScope images in the Arctic via cross-platform ability transfer using deep learning and foundation models 基于深度学习和基础模型的跨平台能力迁移，实现北极PlanetScope图像的无标注云掩膜技术

Remote Sensing of Environment

IF11.4

2025-12-05

OAAI

Zhili Li; Yiqun Xie; Sergii Skakun; Xiaowei Jia; Gengchen Mai; William Lu; Matthew Tong; Zhihao Wang

Reducing AI Model Biases with a Bilevel Learning Framework: A Case Study of Leveraging Twitter Data for Damage Estimation 通过双层学习框架减少AI模型偏差：利用Twitter数据估算损害的案例研究

Annals of the American Association of Geographers

IF2.9

2025-08-11

PREAI

Weishan Bai; Xinyue Ye; Yiqun Xie; Shannon Van Zandt; Xiao Huang; Debalina Sengupta

Machine-learning-enabled spatial pattern mining: evaluating the impact of imperfect inputs 机器学习赋能的空间模式挖掘：评估不完美输入的影响

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

IF5.1

2025-04-21

PREAI

Zhili Li; Yiqun Xie; Xiaowei Jia; Gengchen Mai; Zhihao Wang; Weiye Chen

Accounting for spatial variability with geo-aware random forest: A case study for US major crop mapping 利用地理感知随机森林处理空间变异性：美国主要作物制图案例研究

REMOTE SENSING OF ENVIRONMENT

IF11.4

2025-03-01

PREAI

Xie, Yiqun; Nhu, Anh N.; Jia, Xiaowei; Wang, Zhihao

Transformer approach to nowcasting solar energy using geostationary satellite data 使用对地静止卫星数据进行临近预报太阳能的变压器方法

APPLIED ENERGY

IF11

2025-01-01

PREAI

Li, Ruohan; Wang, Dongdong; Wang, Zhihao; Liang, Shunlin; Li, Zhanqing; Xie, Yiqun; He, Jiena

Learning With Location-Based Fairness: A Statistically-Robust Framework and Acceleration

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2024-09-01

PREAI

He, Erhu; Xie, Yiqun; Chen, Weiye; Skakun, Sergii; Bao, Han; Ghosh, Rahul; Ravirathinam, Praveen; Jia, Xiaowei

Statistically-Robust Clustering Techniques for Mapping Spatial Hotspots: A Survey

ACM COMPUTING SURVEYS

IF28

2022-01-18

OAAI

Xie, Yiqun; Shekhar, Shashi; Li, Yan

COVID-GAN plus : Estimating Human Mobility Responses to COVID-19 through Spatio-temporal Generative Adversarial Networks with Enhanced Features

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2022-01-05

OAAI

Bao, Han; Zhou, Xun; Xie, Yiqun; Zhang, Yingxue; Li, Yanhua

Spatial Variability Aware Deep Neural Networks (SVANN): A General Approach

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2021-11-30

PREAI

Gupta, Jayant; Molnar, Carl; Xie, Yiqun; Knight, Joe; Shekhar, Shashi

Significant DBSCAN plus : Statistically Robust Density-based Clustering

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2021-11-24

PREAI

Xie, Yiqun; Jia, Xiaowei; Shekhar, Shashi; Bao, Han; Zhou, Xun

Discovering regions of anomalous spatial co-locations 发现异常空间同位的区域

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

IF5.1

2020-11-16

PREAI

Cai, Jiannan; Deng, Min; Guo, Yiwen; Xie, Yiqun; Shekhar, Shashi

Significant spatial co-distribution pattern discovery 显著的空间共分布模式发现

COMPUTERS ENVIRONMENT AND URBAN SYSTEMS

IF8.3

2020-11-01

OAAI

Cai, Jiannan; Xie, Yiqun; Deng, Min; Tang, Xun; Li, Yan; Shekhar, Shashi

Discovering Interesting Subpaths with Statistical Significance from Spatiotemporal Datasets

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY

IF6.6

2020-01-09

OAAI

Xie, Yiqun; Zhou, Xun; Shekhar, Shashi

A locally-constrained YOLO framework for detecting small and densely-distributed building footprints 用于检测小型和密集分布的建筑物足迹的局部约束YOLO框架

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

IF5.1

2019-06-04

PREAI

Xie, Yiqun; Cai, Jiannan; Bhojwani, Rahul; Shekhar, Shashi; Knight, Joseph

Crater Detection Using the Morphological Characteristics of Chang'E-1 Digital Elevation Models

ieee geoscience and remote sensing magazine

IF4.4

2013-07-01

PREAI

Xie, Yiqun; Tang, Guoan; Yan, Shijiang; Lin, Hui

研究方向