Xiaobai Angela Yao

25 papers A* 1Journal 18Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	BERT4Traj: Transformer-Based Trajectory Reconstruction for Sparse Mobility Data. GIScience Hao Yang, Xiaobai Angela Yao, Christopher C. Whalen, Gengchen Mai
2025	J	`jnl`	Exploring human mobility: a time-informed approach to pattern mining and sequence similarity. Int. J. Geogr. Inf. Sci. Hao Yang, Xiaobai Angela Yao, Christopher C. Whalen, Noah Kiwanuka
2025	J	`jnl`	From theory to deep learning: Understanding the impact of geographic context factors on traffic violations. Comput. Environ. Urban Syst. Hao Yang, Xiaobai Angela Yao, Farnoosh Roozkhosh, Ruowei Liu, Gengchen Mai
2024	—	`conf`	SRL: Towards a General-Purpose Framework for Spatial Representation Learning. SIGSPATIAL/GIS Gengchen Mai, Xiaobai Angela Yao, Yiqun Xie, Jinmeng Rao, Hao Li, Qing Zhu, Ziyuan Li, Ni Lao
2024	J	`jnl`	Synergic effects of meteorological factors on urban form-outdoor exercise relationship: A study with crowdsourced data. J. Geogr. Syst. Ye Tian, Xiaobai Angela Yao, Marguerite Madden, Andrew Grundstein
2024	A*	`conf`	TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning. NeurIPS 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
2024	J	`jnl`	TorchSpatial: A Location Encoding Framework and Benchmark for Spatial Representation Learning. CoRR 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
2024	—	`conf`	TorchSpatial: A Python Package for Spatial Representation Learning and Geo-Aware Model Development. GeoIndstry@SIGSPATIAL 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
2023	J	`jnl`	AD-AutoGPT: An Autonomous GPT for Alzheimer's Disease Infodemiology. CoRR 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
2023	—	`conf`	Assessing Epidemic Spreading Potential with Encounter Network (Short Paper). GIScience Behnam Tahmasbi, Farnoosh Roozkhosh, Xiaobai Angela Yao
2022	J	`jnl`	A GIS representation framework for location-based social media activities. Trans. GIS Xuebin Wei, Xiaobai Angela Yao
2021	J	`jnl`	Analytics of location-based big data for smart cities: Opportunities, challenges, and future directions. Comput. Environ. Urban Syst. Haosheng Huang, Xiaobai Angela Yao, Jukka Matthias Krisp, Bin Jiang
2021	J	`jnl`	Assessing Place Type Similarities Based on Functional Signatures Extracted from Social Media Data. ISPRS Int. J. Geo Inf. Doori Oh, Xiaobai Angela Yao
2021	J	`jnl`	Can We Forecast Presidential Election Using Twitter Data? An Integrative Modelling Approach. Ann. GIS Ruowei Liu, Xiaobai Angela Yao, Chenxiao Guo, Xuebin Wei
2019	J	`jnl`	Agglomeration centrality to examine spatial scaling law in cities. Comput. Environ. Urban Syst. Gang Liu, Xiaobai Angela Yao, Zongming Luo, Shunwang Kang, Wen Long, Qinjin Fan, Peichao Gao
2019	J	`jnl`	Analysis of spatial and seasonal distributions of air pollutants by incorporating urban morphological characteristics. Comput. Environ. Urban Syst. Ye Tian, Xiaobai Angela Yao, Liding Chen
2019	J	`jnl`	Representation and analytical models for location-based big data. Int. J. Geogr. Inf. Sci. Xiaobai Angela Yao, Haosheng Huang, Bin Jiang, Jukka Matthias Krisp
2018	—	`conf`	A Conceptual Framework for Representation of Location-based Social Media Activities (Short Paper). GIScience Xuebin Wei, Xiaobai Angela Yao
2011	J	`jnl`	Holes in the ocean: Filling voids in bathymetric lidar data. Comput. Geosci. John B. Coleman, Xiaobai Angela Yao, Thomas R. Jordan, Marguerite Madden
2011	J	`jnl`	Interpolating Spatial Interaction Data Trans. GIS Woo Jang, Xiaobai Angela Yao
2007	—	`ch.`	Location Based Services and GIS in Perspective. Location Based Services and TeleCartography Bin Jiang, Xiaobai Angela Yao
2007	J	`jnl`	Where are public transit needed - Examining potential demand for public transit for commuting trips. Comput. Environ. Urban Syst. Xiaobai Angela Yao
2006	J	`jnl`	Location-based services and GIS in perspective. Comput. Environ. Urban Syst. Bin Jiang, Xiaobai Angela Yao
2006	J	`jnl`	Spatial queries with qualitative locations in spatial information systems. Comput. Environ. Urban Syst. Xiaobai Angela Yao, Jean-Claude Thill
2005	J	`jnl`	How Far Is Too Far? - A Statistical Approach to Context-contingent Proximity Modeling. Trans. GIS Xiaobai Angela Yao, Jean-Claude Thill