Xiaobai Angela Yao

According to our database, Xiaobai Angela Yao authored at least 24 papers between 2005 and 2025.

Collaborative distances:

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

2025

Exploring human mobility: a time-informed approach to pattern mining and sequence similarity.

Hao Yang, Xiaobai Angela Yao, Christopher C. Whalen, Noah Kiwanuka

Int. J. Geogr. Inf. Sci., March, 2025

From theory to deep learning: Understanding the impact of geographic context factors on traffic violations.

Hao Yang, Xiaobai Angela Yao, Farnoosh Roozkhosh, Ruowei Liu, Gengchen Mai

Comput. Environ. Urban Syst., 2025

BERT4Traj: Transformer-Based Trajectory Reconstruction for Sparse Mobility Data.

Hao Yang, Xiaobai Angela Yao, Christopher C. Whalen, Gengchen Mai

Proceedings of the 13th International Conference on Geographic Information Science, 2025

2024

Synergic effects of meteorological factors on urban form-outdoor exercise relationship: A study with crowdsourced data.

Ye Tian, Xiaobai Angela Yao, Marguerite Madden, Andrew Grundstein

J. Geogr. Syst., January, 2024

TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning.

Nemin Wu, Qian Cao, Zhangyu Wang, Zeping Liu, Yanlin Qi, Jielu Zhang, Joshua Ni, Xiaobai Angela Yao, Hongxu Ma, Lan Mu, Stefano Ermon, Tanuja Ganu, Akshay Nambi, Ni Lao, Gengchen Mai

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

SRL: Towards a General-Purpose Framework for Spatial Representation Learning.

Gengchen Mai, Xiaobai Angela Yao, Yiqun Xie, Jinmeng Rao, Hao Li, Qing Zhu, Ziyuan Li, Ni Lao

Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2024

TorchSpatial: A Python Package for Spatial Representation Learning and Geo-Aware Model Development.

Qian Cao, Nemin Wu, Zhangyu Wang, Zeping Liu, Yanlin Qi, Jielu Zhang, Joshua Ni, Xiaobai Angela Yao, Hongxu Ma, Lan Mu, Stefano Ermon, Tanuja Ganu, Akshay Nambi, Ni Lao, Gengchen Mai

Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Spatial Big Data and AI for Industrial Applications, 2024

2023

AD-AutoGPT: An Autonomous GPT for Alzheimer's Disease Infodemiology.

Haixing Dai, Yiwei Li, Zhengliang Liu, Lin Zhao, Zihao Wu, Suhang Song, Ye Shen, Dajiang Zhu, Xiang Li, Sheng Li, Xiaobai Angela Yao, Lu Shi, Quanzheng Li, Zhuo Chen, Donglan Zhang, Gengchen Mai, Tianming Liu

CoRR, 2023

Assessing Epidemic Spreading Potential with Encounter Network (Short Paper).

Behnam Tahmasbi, Farnoosh Roozkhosh, Xiaobai Angela Yao

Proceedings of the 12th International Conference on Geographic Information Science, 2023

2022

A GIS representation framework for location-based social media activities.

Xuebin Wei, Xiaobai Angela Yao

Trans. GIS, 2022

2021

Analytics of location-based big data for smart cities: Opportunities, challenges, and future directions.

Haosheng Huang, Xiaobai Angela Yao, Jukka Matthias Krisp, Bin Jiang

Comput. Environ. Urban Syst., 2021

Assessing Place Type Similarities Based on Functional Signatures Extracted from Social Media Data.

Doori Oh, Xiaobai Angela Yao

ISPRS Int. J. Geo Inf., 2021

Can We Forecast Presidential Election Using Twitter Data? An Integrative Modelling Approach.

Ruowei Liu, Xiaobai Angela Yao, Chenxiao Guo, Xuebin Wei

Ann. GIS, 2021

2019

Analysis of spatial and seasonal distributions of air pollutants by incorporating urban morphological characteristics.

Ye Tian, Xiaobai Angela Yao, Liding Chen

Comput. Environ. Urban Syst., 2019

Agglomeration centrality to examine spatial scaling law in cities.

Gang Liu, Xiaobai Angela Yao, Zongming Luo, Shunwang Kang, Wen Long, Qinjin Fan, Peichao Gao

Comput. Environ. Urban Syst., 2019

Representation and analytical models for location-based big data.

Xiaobai Angela Yao, Haosheng Huang, Bin Jiang, Jukka Matthias Krisp

Int. J. Geogr. Inf. Sci., 2019

2018

A Conceptual Framework for Representation of Location-based Social Media Activities (Short Paper).

Xuebin Wei, Xiaobai Angela Yao

Proceedings of the 10th International Conference on Geographic Information Science, 2018

2011

Interpolating Spatial Interaction Data¹.

Woo Jang, Xiaobai Angela Yao

Trans. GIS, 2011

Holes in the ocean: Filling voids in bathymetric lidar data.

John B. Coleman, Xiaobai Angela Yao, Thomas R. Jordan, Marguerite Madden

Comput. Geosci., 2011

2007

Location Based Services and GIS in Perspective.

Bin Jiang, Xiaobai Angela Yao

Proceedings of the Location Based Services and TeleCartography, 2007

Where are public transit needed - Examining potential demand for public transit for commuting trips.

Xiaobai Angela Yao

Comput. Environ. Urban Syst., 2007

2006

Spatial queries with qualitative locations in spatial information systems.

Xiaobai Angela Yao, Jean-Claude Thill

Comput. Environ. Urban Syst., 2006

Location-based services and GIS in perspective.

Bin Jiang, Xiaobai Angela Yao

Comput. Environ. Urban Syst., 2006

2005

How Far Is Too Far? - A Statistical Approach to Context-contingent Proximity Modeling.

Xiaobai Angela Yao, Jean-Claude Thill

Trans. GIS, 2005