SICFNet: Shared Information Interaction and Complementary Feature Fusion Network for RGB-T traffic scene parsing. - Zhang, Bing; Li, Zhenlong; Sun, Fuming; Li, Zhanghe; Dong, Xiaobo; Zhao, Xiaolan; Zhang, Yiran (Expert Syst. Appl., 2025)

An MPI-based parallel genetic algorithm for multiple geographical feature label placement based on the hybrid of fixed-sliding models. - Lessani, Mohammad Naser; Li, Zhenlong; Deng, Jiqiu; Guo, Zhiyong (Geo spatial Inf. Sci., 2025)

GIScience in the Era of Artificial Intelligence: A Research Agenda Towards Autonomous GIS. - Li, Zhenlong; Ning, Huan; Gao, Song; Janowicz, Krzysztof; Li, Wenwen; Arundel, Samantha T.; Yang, Chaowei; Bhaduri, Budhendra; Wang, Shaowen; Zhu, A-Xing; Gahegan, Mark; Shekhar, Shashi; et al. (CoRR, 2025)

Estimating Hourly Neighborhood Population Using Mobile Phone Data in the United States. - Ning, Huan; Li, Zhenlong; Yu, Manzhu; Zhang, Shiyan; Qiao, Shan (CoRR, 2025)

SIM: A mapping framework for built environment auditing based on street view imagery. - Ning, Huan; Li, Zhenlong; Yu, Manzhu; Yin, Wenpeng (CoRR, 2025)

GPT, large language models (LLMs) and generative artificial intelligence (GAI) models in geospatial science: a systematic review. - Wang, Siqin; Hu, Tao; Xiao, Huang; Li, Yun; Zhang, Ce; Ning, Huan; Zhu, Rui; Li, Zhenlong; Ye, Xinyue (Int. J. Digit. Earth, 2024)

Deep learning for spatiotemporal forecasting in Earth system science: a review. - Yu, Manzhu; Huang, Qunying; Li, Zhenlong (Int. J. Digit. Earth, 2024)

SGWR: similarity and geographically weighted regression. - Lessani, Mohammad Naser; Li, Zhenlong (Int. J. Geogr. Inf. Sci., 2024)

Human mobility and the infectious disease transmission: a systematic review. - Lessani, Mohammad Naser; Li, Zhenlong; Jing, Fengrui; Qiao, Shan; Zhang, Jiajia; Olatosi, Bankole; Li, Xiaoming (Geo spatial Inf. Sci., 2024)

A Sensor-Based Simulation Method for Spatiotemporal Event Detection. - Jiang, Yuqin; Popov, Andrey A.; Li, Zhenlong; Hodgson, Michael E.; Huang, Binghu (ISPRS Int. J. Geo Inf., 2024)

Towards real-world traffic prediction and data imputation: A multi-task pretraining and fine-tuning approach. - Qu, Yansong; Li, Zhenlong; Zhao, Xiaohua; Ou, Jushang (Inf. Sci., 2024)

Construction and Analysis of Driver Takeover Behavior Modes Based on Situation Awareness Theory. - Chen, Haolin; Zhao, Xiaohua; Li, Zhenlong; Fu, Qiang; Wang, Qiuhong; Zhao, Libo (IEEE Trans. Intell. Veh., 2024)

Automated Floodwater Depth Estimation Using Large Multimodal Model for Rapid Flood Mapping. - Akinboyewa, Temitope; Ning, Huan; Lessani, Mohammad Naser; Li, Zhenlong (CoRR, 2024)

LLM-Find: An Autonomous GIS Agent Framework for Geospatial Data Retrieval. - Ning, Huan; Li, Zhenlong; Akinboyewa, Temitope; Lessani, Mohammad Naser (CoRR, 2024)

Beyond Words: Evaluating Large Language Models in Transportation Planning. - Ying, Shaowei; Li, Zhenlong; Yu, Manzhu (CoRR, 2024)

Comparative Analysis of Human Mobility Patterns: Utilizing Taxi and Mobile (SafeGraph) Data to Investigate Neighborhood-Scale Mobility in New York City. - Jiang, Yuqin; Li, Zhenlong; Kim, Joon-Seok; Ning, Huan; Han, Su Yeon (CoRR, 2024)

GIS Copilot: Towards an Autonomous GIS Agent for Spatial Analysis. - Akinboyewa, Temitope; Li, Zhenlong; Ning, Huan; Lessani, Mohammad Naser (CoRR, 2024)

Revealing geographic transmission pattern of COVID-19 using neighborhood-level simulation with human mobility data and SEIR model: A case study of South Carolina. - Ning, Huan; Li, Zhenlong; Qiao, Shan; Zeng, Chengbo; Zhang, Jiajia; Olatosi, Bankole; Li, Xiaoming (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Using geospatial social media data for infectious disease studies: a systematic review. - Jing, Fengrui; Li, Zhenlong; Qiao, Shan; Zhang, Jiajia; Olatosi, Banky; Li, Xiaoming (Int. J. Digit. Earth, 2023)

Autonomous GIS: the next-generation AI-powered GIS. - Li, Zhenlong; Ning, Huan (Int. J. Digit. Earth, 2023)

Embracing geospatial analytical technologies in tourism studies. - Yang, Yang; Chen, Xiang; Gao, Song; Li, Zhenlong; Zhang, Zhe; Zhao, Bo (J. Inf. Technol. Tour., 2023)

ST-A-PGCL: Spatiotemporal adaptive periodical graph contrastive learning for traffic prediction under real scenarios. - Qu, Yansong; Rong, Jian; Li, Zhenlong; Chen, Kaiqun (Knowl. Based Syst., 2023)

An Improved Phase-Unwrapping Method for Unwrapped Phase based RFID Localization. - Wang, Wenhe; Li, Zhenlong; Wu, Chong; Gong, Zeyu; Du, Juan (2023)

Autonomous GIS: the next-generation AI-powered GIS. - Li, Zhenlong; Ning, Huan (CoRR, 2023)

Social media mining under the COVID-19 context: Progress, challenges, and opportunities. - Huang, Xiao; Wang, Siqin; Zhang, Mengxi; Hu, Tao; Hohl, Alexander; She, Bing; Gong, Xi; Li, Jianxin; Liu, Xiao; Gruebner, Oliver; Liu, Regina; Li, Xiao; et al. (Int. J. Appl. Earth Obs. Geoinformation, 2022)

Human mobility and COVID-19 transmission: a systematic review and future directions. - Zhang, Mengxi; Wang, Siqin; Hu, Tao; Fu, Xiaokang; Wang, Xiaoyue; Hu, Yaxin; Halloran, Briana; Li, Zhenlong; Cui, Yunhe; Liu, Haokun; Liu, Zhimin; Bao, Shuming (Ann. GIS, 2022)

Modeling drivers' acceptance of augmented reality head-up display in connected environment. - Li, Xuewei; Rong, Jian; Li, Zhenlong; Zhao, Xiaohua; Zhang, Yu (Displays, 2022)

Exploring the vertical dimension of street view image based on deep learning: a case study on lowest floor elevation estimation. - Ning, Huan; Li, Zhenlong; Ye, Xinyue; Wang, Shaohua; Wang, Wenbo; Huang, Xiao (Int. J. Geogr. Inf. Sci., 2022)

Deep Learning of High-Resolution Aerial Imagery for Coastal Marsh Change Detection: A Comparative Study. - Morgan, Grayson R.; Wang, Cuizhen; Li, Zhenlong; Schill, Steven R.; Morgan, Daniel R. (ISPRS Int. J. Geo Inf., 2022)

Exploring the spatial disparity of home-dwelling time patterns in the USA during the COVID-19 pandemic via Bayesian inference. - Huang, Xiao; Xu, Yang; Liu, Rui; Wang, Siqin; Wang, Sicheng; Zhang, Mengxi; Kang, Yuhao; Zhang, Zhe; Gao, Song; Zhao, Bo; Li, Zhenlong (Trans. GIS, 2022)

Converting street view images to land cover maps for metric mapping: A case study on sidewalk network extraction for the wheelchair users. - Ning, Huan; Li, Zhenlong; Wang, Cuizhen; Hodgson, Michael E.; Huang, Xiao; Li, Xiaoming (Comput. Environ. Urban Syst., 2022)

Global Perception of Telemedicine before and after COVID-19 : A Text Mining Analysis. - Kumar, Sathish A. P.; Pillai, Manu S.; Li, Zhenlong (2022)

An optimal sensors-based simulation method for spatiotemporal event detection. - Jiang, Yuqin; Popov, Andrey A.; Li, Zhenlong; Hodgson, Michael E. (CoRR, 2022)

An MPI-based parallel genetic algorithm for multiple geographical feature label placement based on the hybrid of fixed-sliding models. - Lessani, Mohammad Naser; Li, Zhenlong; Deng, Jiqiu; Guo, Zhiyong (CoRR, 2022)

The characteristics of multi-source mobility datasets and how they reveal the luxury nature of social distancing in the U.S. during the COVID-19 pandemic. - Huang, Xiao; Li, Zhenlong; Jiang, Yuqin; Ye, Xinyue; Deng, Chengbin; Zhang, Jiajia; Li, Xiaoming (Int. J. Digit. Earth, 2021)

Social distance integrated gravity model for evacuation destination choice. - Jiang, Yuqin; Li, Zhenlong; Cutter, Susan L. (Int. J. Digit. Earth, 2021)

Human mobility data in the COVID-19 pandemic: characteristics, applications, and challenges. - Hu, Tao; Wang, Siqin; She, Bing; Zhang, Mengxi; Huang, Xiao; Cui, Yunhe; Khuri, Jacob; Hu, Yaxin; Fu, Xiaokang; Wang, Xiaoyue; Wang, Peixiao; Zhu, Xinyan; et al. (Int. J. Digit. Earth, 2021)

Spatiotemporal Patterns of Human Mobility and Its Association with Land Use Types during COVID-19 in New York City. - Jiang, Yuqin; Huang, Xiao; Li, Zhenlong (ISPRS Int. J. Geo Inf., 2021)

Simulating multi-exit evacuation using deep reinforcement learning. - Xu, Dong; Huang, Xiao; Mango, Joseph; Li, Xiang; Li, Zhenlong (Trans. GIS, 2021)

Reconstructing spatial information diffusion networks with heterogeneous agents and text contents. - Ye, Xinyue; Wang, Wenbo; Zhang, Xiaoqi; Li, Zhenlong; Yu, Dantong; Du, Jiaxin; Chen, Zhihui (Trans. GIS, 2021)

Effects of Cooperative Vehicle Infrastructure System on driver's attention with different personal attribute. - Li, Xuewei; Zhao, Xiaohua; Li, Zhenlong; Rong, Jian (2021)

Measuring Place Connectivity Using Big Social Media Data. - Li, Zhenlong; Huang, Xiao; Ye, Xinyue; Jiang, Yuqin; Martin, Yago; Ning, Huan; Hodgson, Michael E.; Li, Xiaoming (CoRR, 2021)

ODT FLOW: A Scalable Platform for Extracting, Analyzing, and Sharing Multi-source Multi-scale Human Mobility. - Li, Zhenlong; Huang, Xiao; Hu, Tao; Ning, Huan; Ye, Xinyue; Li, Xiaoming (CoRR, 2021)

Choosing an appropriate training set size when using existing data to train neural networks for land cover segmentation. - Ning, Huan; Li, Zhenlong; Wang, Cuizhen; Yang, Lina (Ann. GIS, 2020)

Identifying disaster related social media for rapid response: a visual-textual fused CNN architecture. - Huang, Xiao; Li, Zhenlong; Wang, Cuizhen; Ning, Huan (Int. J. Digit. Earth, 2020)

Taking the pulse of COVID-19: a spatiotemporal perspective. - Yang, Chaowei; Sha, Dexuan; Liu, Qian; Li, Yun; Lan, Hai; Guan, Weihe Wendy; Hu, Tao; Li, Zhenlong; Zhang, Zhiran; Thompson, John Hoot; Wang, Zifu; Wong, David W. S.; et al. (Int. J. Digit. Earth, 2020)

Spatiotemporal event detection: a review. - Yu, Manzhu; Bambacus, Myra; Cervone, Guido; Clarke, Keith C.; Duffy, Daniel Q.; Huang, Qunying; Li, Jing; Li, Wenwen; Li, Zhenlong; Liu, Qian; Resch, Bernd; Yang, Jingchao; et al. (Int. J. Digit. Earth, 2020)

SOVAS: a scalable online visual analytic system for big climate data analysis. - Li, Zhenlong; Huang, Qunying; Jiang, Yuqin; Hu, Fei (Int. J. Geogr. Inf. Sci., 2020)

Random forest-based feature selection and detection method for drunk driving recognition. - Li, Zhenlong; Wang, HaoXin; Zhang, YaoWei; Zhao, Xiaohua (Int. J. Distributed Sens. Networks, 2020)

Prototyping a Social Media Flooding Photo Screening System Based on Deep Learning. - Ning, Huan; Li, Zhenlong; Hodgson, Michael E.; Wang, Cuizhen (ISPRS Int. J. Geo Inf., 2020)

Introduction to Big Data Computing for Geospatial Applications. - Li, Zhenlong; Tang, Wenwu; Huang, Qunying; Shook, Eric; Guan, Qingfeng (ISPRS Int. J. Geo Inf., 2020)

Time-Series Clustering for Home Dwell Time during COVID-19: What Can We Learn from It? - Huang, Xiao; Li, Zhenlong; Lu, Junyu; Wang, Sicheng; Wei, Hanxue; Chen, Baixu (ISPRS Int. J. Geo Inf., 2020)

Energy Efficient Scheduling of Servers with Multi-Sleep Modes for Cloud Data Center. - Gu, Chonglin; Li, Zhenlong; Huang, Hejiao; Jia, Xiaohua (IEEE Trans. Cloud Comput., 2020)

Local motion simulation using deep reinforcement learning. - Xu, Dong; Huang, Xiao; Li, Zhenlong; Li, Xiang (Trans. GIS, 2020)

Translating Multispectral Imagery to Nighttime Imagery via Conditional Generative Adversarial Networks. - Huang, Xiao; Xu, Dong; Li, Zhenlong; Wang, Cuizhen (2020)

Translating multispectral imagery to nighttime imagery via conditional generative adversarial networks. - Huang, Xiao; Xu, Dong; Li, Zhenlong; Wang, Cuizhen (CoRR, 2020)

Twitter, human mobility, and COVID-19. - Huang, Xiao; Li, Zhenlong; Jiang, Yuqin; Li, Xiaoming; Porter, Dwayne (CoRR, 2020)

Simulating multi-exit evacuation using deep reinforcement learning. - Xu, Dong; Huang, Xiao; Mango, Joseph; Li, Xiang; Li, Zhenlong (CoRR, 2020)

ODT Flow Explorer: Extract, Query, and Visualize Human Mobility. - Li, Zhenlong; Huang, Xiao; Ye, Xinyue; Li, Xiaoming (CoRR, 2020)

Towards real-time population estimates: introducing Twitter daily estimates of residents and non-residents at the county level. - Martin, Yago; Li, Zhenlong; Ge, Yue (CoRR, 2020)

Introduction to social sensing and big data computing for disaster management. - Li, Zhenlong; Huang, Qunying; Emrich, Christopher T. (Int. J. Digit. Earth, 2019)

A visual-textual fused approach to automated tagging of flood-related tweets during a flood event. - Huang, Xiao; Wang, Cuizhen; Li, Zhenlong; Ning, Huan (Int. J. Digit. Earth, 2019)

Effects of Different Alcohol Dosages on Steering Behavior in Curve Driving. - Li, Zhenlong; Li, Xuewei; Zhao, Xiaohua; Zhang, Qingzhou (Hum. Factors, 2019)

Novel Identity-Based Hash Proof System with Compact Master Public Key from Lattices in the Standard Model. - Lai, Qiqi; Yang, Bo; Xia, Zhe; Li, Yannan; Chen, Yuan; Li, Zhenlong (Int. J. Found. Comput. Sci., 2019)

An Efficient Framework for Remote Sensing Parallel Processing: Integrating the Artificial Bee Colony Algorithm and Multiagent Technology. - Yang, Lina; Sun, Xu; Li, Zhenlong (Remote. Sens., 2019)

Topic modeling and sentiment analysis of global climate change tweets. - Dahal, Biraj; Kumar, Sathish A. P.; Li, Zhenlong (Soc. Netw. Anal. Min., 2019)

High-resolution population grid in the CONUS using microsoft building footprints: a feasibility study. - Huang, Xiao; Wang, Cuizhen; Li, Zhenlong (2019)

An Evaluation of Geotagged Twitter Data during Hurricane Irma Using Sentiment Analysis and Topic Modeling for Disaster Resilience. - Vayansky, Ike; Kumar, Sathish A. P.; Li, Zhenlong (2019)

Geospatial Big Data Handling with High Performance Computing: Current Approaches and Future Directions. - Li, Zhenlong (CoRR, 2019)

A near real-time flood-mapping approach by integrating social media and post-event satellite imagery. - Huang, Xiao; Wang, Cuizhen; Li, Zhenlong (Ann. GIS, 2018)

Modeling drivers' memory of daily repetitive stimuli in traffic scenes. - Li, Xuewei; Li, Zhenlong; Cao, Zheng; Zhao, Xiaohua (Cogn. Technol. Work., 2018)

A general-purpose framework for parallel processing of large-scale LiDAR data. - Li, Zhenlong; Hodgson, Michael E.; Li, Wenwen (Int. J. Digit. Earth, 2018)

A geospatial hybrid cloud platform based on multi-sourced computing and model resources for geosciences. - Huang, Qunying; Li, Jing; Li, Zhenlong (Int. J. Digit. Earth, 2018)

Reconstructing Flood Inundation Probability by Enhancing Near Real-Time Imagery With Real-Time Gauges and Tweets. - Huang, Xiao; Wang, Cuizhen; Li, Zhenlong (IEEE Trans. Geosci. Remote. Sens., 2018)

Measuring Inter-city Network Using Digital Footprints from Twitter Users. - Jiang, Yuqin; Li, Zhenlong; Ye, Xinyue (2018)

Big Data and cloud computing: innovation opportunities and challenges. - Yang, Chaowei; Huang, Qunying; Li, Zhenlong; Liu, Kai; Hu, Fei (Int. J. Digit. Earth, 2017)

A spatiotemporal indexing approach for efficient processing of big array-based climate data with MapReduce. - Li, Zhenlong; Hu, Fei; Schnase, John L.; Duffy, Daniel Q.; Lee, Tsengdar; Bowen, Michael K.; Yang, Chaowei (Int. J. Geogr. Inf. Sci., 2017)

Performance analysis of K-nearest neighbor, support vector machine, and artificial neural network classifiers for driver drowsiness detection with different road geometries. - Li, Zhenlong; Zhang, Qingzhou; Zhao, Xiaohua (Int. J. Distributed Sens. Networks, 2017)

Building Model as a Service to support geosciences. - Li, Zhenlong; Yang, Chaowei; Huang, Qunying; Liu, Kai; Sun, Min; Xia, Jizhe (Comput. Environ. Urban Syst., 2017)

A high performance query analytical framework for supporting data-intensive climate studies. - Li, Zhenlong; Huang, Qunying; Carbone, Gregory J.; Hu, Fei (Comput. Environ. Urban Syst., 2017)

The impact of MTUP to explore online trajectories for human mobility studies. - Liu, Xinyi; Huang, Qunying; Li, Zhenlong; Wu, Meiliu (2017)

Automatic Scaling Hadoop in the Cloud for Efficient Process of Big Geospatial Data. - Li, Zhenlong; Yang, Chaowei; Liu, Kai; Hu, Fei; Jin, Baoxuan (ISPRS Int. J. Geo Inf., 2016)

Planning for green cloud data centers using sustainable energy. - Gu, Chonglin; Li, Zhenlong; Liu, Chunyan; Huang, Hejiao (2016)

Lowering Down the Cost for Green Cloud Data Centers by Using ESDs and Energy Trading. - Gu, Chonglin; Hu, Ke; Li, Zhenlong; Yuan, Qiang; Huang, Hejiao; Jia, Xiaohua (2016)

Towards an Esox lucius inspired multimodal robotic fish. - Wu, Zhengxing; Yu, Junzhi; Su, Zongshuai; Tan, Min; Li, Zhenlong (Sci. China Inf. Sci., 2015)

Geospatial Service Web: towards integrated cyberinfrastructure for GIScience. - Gong, Jianya; Wu, Huayi; Zhang, Tong; Gui, Zhipeng; Li, Zhenlong; You, Lan; Shen, Shengyu; Zheng, Jie; Geng, Jing; Qi, Kunlun; Yang, Wenjing; Li, Zhenqiang; et al. (Geo spatial Inf. Sci., 2012)

Semantic-based web service discovery and chaining for building an Arctic spatial data infrastructure. - Li, W.; Yang, Chaowei; Nebert, Doug; Raskin, R.; Houser, Paul R.; Wu, Huayi; Li, Zhenlong (Comput. Geosci., 2011)

Using spatial principles to optimize distributed computing for enabling the physical science discoveries. - Yang, Chaowei; Wu, Huayi; Huang, Qunying; Li, Zhenlong; Li, Jing (Proc. Natl. Acad. Sci. USA, 2011)

A robust vehicle queuing and dissipation detection method based on two cameras. - Yang, Deliang; Xin, Le; Chen, Yangzhou; Li, Zhenlong; Wang, Chen (2011)

Traffic flow characteristic analysis at intersections from multi-layer spectral clustering of motion patterns using raw vehicle trajectory. - Xin, Le; Yang, Deliang; Chen, Yangzhou; Li, Zhenlong (2011)

Evolutionary game of driver response to variable message signs' information. - Li, Zhenlong; Wang, Chonglun (2011)

Research of Chang'an Street Coordinated Fuzzy Control Based on Traffic Flow Forecasting. - Qian, Haifeng; Chen, Yangzhou; Li, Zhenlong; Yang, Yuzhen (2009)

Camshift-Based Real-Time Multiple Vehicle Tracking for Visual Traffic Surveillance. - Liu, Zhe; Chen, Yangzhou; Li, Zhenlong (2009)

A Study of the Cooperation Control of Two Adjacent Intersections Based on N.B.S. Game Q-Learning Algorithm. - Zhao, Xiaohua; Li, Zhenlong; Yu, Quan; Shang, Yanzhang (2009)

Yawning detection for monitoring driver fatigue based on two cameras. - Li, Lingling; Chen, Yangzhou; Li, Zhenlong (2009)

Emotion modeling of the driver based on fuzzy logic. - Li, Zhenlong; Wang, Xiaoxia (2009)

Optimal Coordination of Variable Speed Control and Ramp Metering Based on Stackelberg Game. - Li, Zhenlong; Fan, Liquan (2008)

The Design of Web-Based Personal Collaborative Learning System (WBPCLS) for Computer Science Courses. - Li, Zhenlong; Zhao, Xiaoming (2008)