Fan Zhang

43 papers Journal 42Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Gravity-Informed Spatiotemporal Transformer for Human Activity Intensity Prediction.
IEEE Trans. Pattern Anal. Mach. Intell.
Yi Wang, Zhenghong Wang, Fan Zhang, Chaogui Kang, Sijie Ruan, Di Zhu, Chengling Tang, Zhongfu Ma, Weiyu Zhang, Yu Zheng, Philip S. Yu, Yu Liu
2026 J jnl
Enhancing drive-by sensing power in urban hotspots through multi-objective vehicle selection optimization.
Int. J. Geogr. Inf. Sci.
Yuanqiao Hou, Xiaojian Chen, Quanhua Dong, Fan Zhang, Yumei Sun, Lun Wu, Yu Liu
2026 J jnl
Learning street view representations based on a spatiotemporal contrastive learning framework.
Comput. Environ. Urban Syst.
Yong Li, Yingjing Huang, Fan Zhang
2025 J jnl
A Gravity-informed Spatiotemporal Transformer for Human Activity Intensity Prediction.
CoRR
Yi Wang, Zhenghong Wang, Fan Zhang, Chengling Tang, Chaogui Kang, Di Zhu, Zhongfu Ma, Sijie Ruan, Weiyu Zhang, Yu Zheng, Philip S. Yu, Yu Liu
2025 J jnl
GAIR: Improving Multimodal Geo-Foundation Model with Geo-Aligned Implicit Representations.
CoRR
Zeping Liu, Fan Zhang, Junfeng Jiao, Ni Lao, Gengchen Mai
2025 J jnl
Learning Street View Representations with Spatiotemporal Contrast.
CoRR
Yong Li, Yingjing Huang, Gengchen Mai, Fan Zhang
2025 J jnl
Learning from leading indicators to predict long-term dynamics of hourly electricity generation from multiple resources.
Neural Networks
Zhenghong Wang, Yi Wang, Furong Jia, Kun Liu, Yishan Zhang, Fan Zhang, Zhou Huang, Yu Liu
2025 J jnl
Pan-sharpening via Symmetric Multi-Scale Correction-Enhancement Transformers.
Neural Networks
Yong Li, Yi Wang, Shuai Shi, Jiaming Wang, Ruiyang Wang, Mengqian Lu, Fan Zhang
2025 J jnl
Representation learning for geospatial data.
Ann. GIS
Yu Liu, Xuechen Wang, Yidan Wang, Fei Huang, Yingjing Huang, Yong Li, Weiyu Zhang, Shuhui Gong, Gengchen Mai, Yao Yao, Yang Yue, Haifeng Li, Fan Zhang
2024 J jnl
A Transformer-Based Multimodal Model for Urban-Rural Fringe Identification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Furong Jia, Quanhua Dong, Zhou Huang, Xiao-Jian Chen, Yi Wang, Xia Peng, Yuan Guo, Ruixian Ma, Fan Zhang, Yu Liu
2024 J jnl
Accidently acquired? Examining the conditional indirect effects of social media incidental news exposure on knowledge of COVID-19.
Comput. Hum. Behav.
Yan Su, Haihu Fu, Fan Zhang, Tianyi Deng, Porismita Borah
2024 J jnl
Assessing heat vulnerability in Philadelphia using geographically weighted principal component analysis (GWPCA): A geospatial big data-driven approach.
Int. J. Appl. Earth Obs. Geoinformation
Ehsan Foroutan, Tao Hu, Fan Zhang, Hongbo Yu
2024 J jnl
Spatiotemporal Fusion Transformer for large-scale traffic forecasting.
Inf. Fusion
Zhenghong Wang, Yi Wang, Furong Jia, Fan Zhang, Nikita Klimenko, Leye Wang, Zhengbing He, Zhou Huang, Yu Liu
2023 J jnl
Comprehensive urban space representation with varying numbers of street-level images.
Comput. Environ. Urban Syst.
Yingjing Huang, Fan Zhang, Yong Gao, Wei Tu, Fabio Duarte, Carlo Ratti, Diansheng Guo, Yu Liu
2023 J jnl
GreenScan: Towards large-scale monitoring the health of urban trees using mobile sensing.
CoRR
Akshit Gupta, Simone Mora, Fan Zhang, Martine Rutten, R. Venkatesha Prasad, Carlo Ratti
2023 J jnl
Multi-task deep learning for large-scale building detail extraction from high-resolution satellite imagery.
CoRR
Zhen Qian, Min Chen, Zhuo Sun, Fan Zhang, Qingsong Xu, Jinzhao Guo, Zhiwei Xie, Zhixin Zhang
2023 J jnl
UPDExplainer: an Interpretable Transformer-based Framework for Urban Physical Disorder Detection Using Street View Imagery.
CoRR
Chuanbo Hu, Shan Jia, Fan Zhang, Changjiang Xiao, Mindi Ruan, Jacob Thrasher, Xin Li
2023 J jnl
Urban Visual Intelligence: Studying Cities with AI and Street-level Imagery.
CoRR
Fan Zhang, Arianna Salazar Miranda, Fábio Duarte, Lawrence Vale, Gary Hack, Yu Liu, Michael Batty, Carlo Ratti
2022 J jnl
A Saliency-Guided Street View Image Inpainting Framework for Efficient Last-Meters Wayfinding.
CoRR
Chuanbo Hu, Shan Jia, Fan Zhang, Xin Li
2022 J jnl
A monocular visual SLAM system augmented by lightweight deep local feature extractor using in-house and low-cost LIDAR-camera integrated device.
Int. J. Digit. Earth
Jing Li, Chenhui Shi, Jun Chen, Ruisheng Wang, Zhiyuan Yang, Fan Zhang, Jianhua Gong
2022 J jnl
Connect the last mile - textual entailment identify efforts in bridging the digital divide.
Urban Inform.
Zhuangyuan Fan, Fan Zhang
2022 J jnl
Deep Roof Refiner: A detail-oriented deep learning network for refined delineation of roof structure lines using satellite imagery.
Int. J. Appl. Earth Obs. Geoinformation
Zhen Qian, Min Chen, Teng Zhong, Fan Zhang, Rui Zhu, Zhixin Zhang, Kai Zhang, Zhuo Sun, Guonian Lü
2022 J jnl
Multi-scale attention integrated hierarchical networks for high-resolution building footprint extraction.
Int. J. Appl. Earth Obs. Geoinformation
Tang Liu, Ling Yao, Jun Qin, Ning Lu, Hou Jiang, Fan Zhang, Chenghu Zhou
2022 J jnl
Rhythm of Transit Stations - Uncovering the Activity-Travel Dynamics of Transit-Oriented Development in the U.S.
IEEE Trans. Intell. Transp. Syst.
Zhuangyuan Fan, Fan Zhang, Becky P. Y. Loo
2022 J jnl
STICC: A multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity.
CoRR
Yuhao Kang, Kunlin Wu, Song Gao, Ignavier Ng, Jinmeng Rao, Shan Ye, Fan Zhang, Teng Fei
2022 J jnl
STICC: a multivariate spatial clustering method for repeated geographic pattern discovery with consideration of spatial contiguity.
Int. J. Geogr. Inf. Sci.
Yuhao Kang, Kunlin Wu, Song Gao, Ignavier Ng, Jinmeng Rao, Shan Ye, Fan Zhang, Teng Fei
2021 J jnl
Automated Simulation Framework for Urban Wind Environments Based on Aerial Point Clouds and Deep Learning.
Remote. Sens.
Chujin Sun, Fan Zhang, Pengju Zhao, Xinyi Zhao, Yuli Huang, Xinzheng Lu
2021 — conf
Automatic Building Age Prediction from Street View Images.
IC-NIDC
Maoran Sun, Fan Zhang, Fábio Duarte
2021 J jnl
Emotional habitat: mapping the global geographic distribution of human emotion with physical environmental factors using a species distribution model.
Int. J. Geogr. Inf. Sci.
Yizhuo Li, Teng Fei, Yingjing Huang, Jun Li, Xiang Li, Fan Zhang, Yuhao Kang, Guofeng Wu
2021 J jnl
Evaluating healthcare resource inequality in Beijing, China based on an improved spatial accessibility measurement.
Trans. GIS
Shize Gong, Yong Gao, Fan Zhang, Lan Mu, Chaogui Kang, Yu Liu
2021 J jnl
LADV: Deep Learning Assisted Authoring of Dashboard Visualizations From Images and Sketches.
IEEE Trans. Vis. Comput. Graph.
Ruixian Ma, Honghui Mei, Huihua Guan, Wei Huang, Fan Zhang, Chengye Xin, Wenzhuo Dai, Xiao Wen, Wei Chen
2021 J jnl
Places for play: Understanding human perception of playability in cities using street view images and deep learning.
Comput. Environ. Urban Syst.
Jacob Kruse, Yuhao Kang, Yu-Ning Liu, Fan Zhang, Song Gao
2021 J jnl
Sensing Population Distribution from Satellite Imagery Via Deep Learning: Model Selection, Neighboring Effects, and Systematic Biases.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiao Huang, Di Zhu, Fan Zhang, Tao Liu, Xiao Li, Lei Zou
2021 J jnl
Sensing population distribution from satellite imagery via deep learning: model selection, neighboring effect, and systematic biases.
CoRR
Xiao Huang, Di Zhu, Fan Zhang, Tao Liu, Xiao Li, Lei Zou
2020 J jnl
A review of urban physical environment sensing using street view imagery in public health studies.
Ann. GIS
Yuhao Kang, Fan Zhang, Song Gao, Hui Lin, Yu Liu
2020 J jnl
Mapping Human Activity Volumes Through Remote Sensing Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xiaoyue Xing, Zhou Huang, Ximeng Cheng, Di Zhu, Chaogui Kang, Fan Zhang, Yu Liu
2020 J jnl
Spatial interpolation using conditional generative adversarial neural networks.
Int. J. Geogr. Inf. Sci.
Di Zhu, Ximeng Cheng, Fan Zhang, Xin Yao, Yong Gao, Yu Liu
2020 J jnl
Uncovering inconspicuous places using social media check-ins and street view images.
Comput. Environ. Urban Syst.
Fan Zhang, Jinyan Zu, Mingyuan Hu, Di Zhu, Yuhao Kang, Song Gao, Yi Zhang, Zhou Huang
2019 J jnl
A regionalization method for clustering and partitioning based on trajectories from NLP perspective.
Int. J. Geogr. Inf. Sci.
Yizhuo Li, Teng Fei, Fan Zhang
2019 J jnl
Quantifying Legibility of Indoor Spaces Using Deep Convolutional Neural Networks: Case Studies in Train Stations.
CoRR
Zhoutong Wang, Qianhui Liang, Fabio Duarte, Fan Zhang, Louis Charron, Lenna Johnsen, Bill Yang Cai, Carlo Ratti
2018 J jnl
Framework for Virtual Cognitive Experiment in Virtual Geographic Environments.
ISPRS Int. J. Geo Inf.
Fan Zhang, Mingyuan Hu, Weitao Che, Hui Lin, Chaoyang Fang
2018 J jnl
Representing place locales using scene elements.
Comput. Environ. Urban Syst.
Fan Zhang, Ding Zhang, Yu Liu, Hui Lin
2016 J jnl
Indoor Space Recognition using Deep Convolutional Neural Network: A Case Study at MIT Campus.
CoRR
Fan Zhang, Fabio Duarte, Ruixian Ma, Dimitrios Milioris, Hui Lin, Carlo Ratti