Huan Ning

26 papers Journal 26
YearRankTypeTitle / Venue / Authors
2026 J jnl
Design of deep learning-assisted practical teaching system based on multi-level semantic feature extraction and text matching modelling.
Int. J. Comput. Appl. Technol.
Li Peng, Zhenglong Wang, Jing Xiao, Huan Ning
2026 J jnl
Nationwide Hourly Population Estimating at the Neighborhood Scale in the United States Using Stable-Attendance Anchor Calibration.
CoRR
Huan Ning, Zhenlong Li, Manzhu Yu, Xiao Huang, Shiyan Zhang, Shan Qiao
2026 J jnl
Towards Agentic Urban Digital Twins (AUDiTs): advancing new urban science through Human-AI co-learning agents.
Urban Inform.
Xinyue Ye, Wenjing Gong, Yifan Yang, Lei Zou, Zhengzhong Tu, Xiao Huang, Zhenlong Li, Huan Ning, Ling Wu
2025 J jnl
An autonomous GIS agent framework for geospatial data retrieval.
Int. J. Digit. Earth
Huan Ning, Zhenlong Li, Temitope Akinboyewa, Mohammad Naser Lessani
2025 J jnl
Comparative analysis of human mobility patterns: utilizing taxi and mobile (SafeGraph) data to investigate neighbourhood-scale mobility in New York City.
Ann. GIS
Yuqin Jiang, Su Yeon Han, Zhenlong Li, Huan Ning, Joon-Seok Kim
2025 J jnl
Estimating Hourly Neighborhood Population Using Mobile Phone Data in the United States.
CoRR
Huan Ning, Zhenlong Li, Manzhu Yu, Shiyan Zhang, Shan Qiao
2025 J jnl
GIS Copilot: towards an autonomous GIS agent for spatial analysis.
Int. J. Digit. Earth
Temitope Akinboyewa, Zhenlong Li, Huan Ning, Mohammad Naser Lessani
2025 J jnl
GIScience in the Era of Artificial Intelligence: A Research Agenda Towards Autonomous GIS.
CoRR
Zhenlong Li, Huan Ning, Song Gao, Krzysztof Janowicz, Wenwen Li, Samantha T. Arundel, Chaowei Yang, Budhendra Bhaduri, Shaowen Wang, A-Xing Zhu, Mark Gahegan, Shashi Shekhar, Xinyue Ye, Grant McKenzie, Guido Cervone, Michael E. Hodgson
2025 J jnl
GIScience in the era of Artificial Intelligence: a research agenda towards Autonomous GIS.
Ann. GIS
Zhenlong Li, Huan Ning, Song Gao, Krzysztof Janowicz, Wenwen Li, Samantha T. Arundel, Chaowei Yang, Budhendra Bhaduri, Shaowen Wang, A-Xing Zhu, Mark Gahegan, Shashi Shekhar, Xinyue Ye, Grant McKenzie, Guido Cervone, Michael E. Hodgson
2025 J jnl
SIM: A mapping framework for built environment auditing based on street view imagery.
CoRR
Huan Ning, Zhenlong Li, Manzhu Yu, Wenpeng Yin
2024 J jnl
Automated Floodwater Depth Estimation Using Large Multimodal Model for Rapid Flood Mapping.
CoRR
Temitope Akinboyewa, Huan Ning, Mohammad Naser Lessani, Zhenlong Li
2024 J jnl
Comparative Analysis of Human Mobility Patterns: Utilizing Taxi and Mobile (SafeGraph) Data to Investigate Neighborhood-Scale Mobility in New York City.
CoRR
Yuqin Jiang, Zhenlong Li, Joon-Seok Kim, Huan Ning, Su Yeon Han
2024 J jnl
GIS Copilot: Towards an Autonomous GIS Agent for Spatial Analysis.
CoRR
Temitope Akinboyewa, Zhenlong Li, Huan Ning, Mohammad Naser Lessani
2024 J jnl
GPT, large language models (LLMs) and generative artificial intelligence (GAI) models in geospatial science: a systematic review.
Int. J. Digit. Earth
Siqin Wang, Tao Hu, Xiao Huang, Yun Li, Ce Zhang, Huan Ning, Rui Zhu, Zhenlong Li, Xinyue Ye
2024 J jnl
LLM-Find: An Autonomous GIS Agent Framework for Geospatial Data Retrieval.
CoRR
Huan Ning, Zhenlong Li, Temitope Akinboyewa, Mohammad Naser Lessani
2023 J jnl
Autonomous GIS: the next-generation AI-powered GIS.
CoRR
Zhenlong Li, Huan Ning
2023 J jnl
Autonomous GIS: the next-generation AI-powered GIS.
Int. J. Digit. Earth
Zhenlong Li, Huan Ning
2023 J jnl
Revealing geographic transmission pattern of COVID-19 using neighborhood-level simulation with human mobility data and SEIR model: A case study of South Carolina.
Int. J. Appl. Earth Obs. Geoinformation
Huan Ning, Zhenlong Li, Shan Qiao, Chengbo Zeng, Jiajia Zhang, Bankole Olatosi, Xiaoming Li
2022 J jnl
Converting street view images to land cover maps for metric mapping: A case study on sidewalk network extraction for the wheelchair users.
Comput. Environ. Urban Syst.
Huan Ning, Zhenlong Li, Cuizhen Wang, Michael E. Hodgson, Xiao Huang, Xiaoming Li
2022 J jnl
Exploring the vertical dimension of street view image based on deep learning: a case study on lowest floor elevation estimation.
Int. J. Geogr. Inf. Sci.
Huan Ning, Zhenlong Li, Xinyue Ye, Shaohua Wang, Wenbo Wang, Xiao Huang
2021 J jnl
Measuring Place Connectivity Using Big Social Media Data.
CoRR
Zhenlong Li, Xiao Huang, Xinyue Ye, Yuqin Jiang, Yago Martin, Huan Ning, Michael E. Hodgson, Xiaoming Li
2021 J jnl
ODT FLOW: A Scalable Platform for Extracting, Analyzing, and Sharing Multi-source Multi-scale Human Mobility.
CoRR
Zhenlong Li, Xiao Huang, Tao Hu, Huan Ning, Xinyue Ye, Xiaoming Li
2020 J jnl
Choosing an appropriate training set size when using existing data to train neural networks for land cover segmentation.
Ann. GIS
Huan Ning, Zhenlong Li, Cuizhen Wang, Lina Yang
2020 J jnl
Identifying disaster related social media for rapid response: a visual-textual fused CNN architecture.
Int. J. Digit. Earth
Xiao Huang, Zhenlong Li, Cuizhen Wang, Huan Ning
2020 J jnl
Prototyping a Social Media Flooding Photo Screening System Based on Deep Learning.
ISPRS Int. J. Geo Inf.
Huan Ning, Zhenlong Li, Michael E. Hodgson, Cuizhen Wang
2019 J jnl
A visual-textual fused approach to automated tagging of flood-related tweets during a flood event.
Int. J. Digit. Earth
Xiao Huang, Cuizhen Wang, Zhenlong Li, Huan Ning