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Han Bao
ORCID
Publication Activity (10 Years)
Years Active: 2018-2023
Publications (10 Years): 18
Top Topics
Human Mobility
Cartesian Coordinates
Deep Learning
Remote Sensing
Top Venues
SIGSPATIAL/GIS
ICDM
ISBI
Knowl. Inf. Syst.
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Publications
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Yiqun Xie
,
Zhili Li
,
Han Bao
,
Xiaowei Jia
,
Dongkuan Xu
,
Xun Zhou
,
Sergii Skakun
Auto-CM: Unsupervised Deep Learning for Satellite Imagery Composition and Cloud Masking Using Spatio-Temporal Dynamics.
AAAI
(2023)
Yiqun Xie
,
Weiye Chen
,
Erhu He
,
Xiaowei Jia
,
Han Bao
,
Xun Zhou
,
Rahul Ghosh
,
Praveen Ravirathinam
Harnessing heterogeneity in space with statistically guided meta-learning.
Knowl. Inf. Syst.
65 (6) (2023)
Han Bao
,
Xun Zhou
,
Yiqun Xie
,
Yanhua Li
,
Xiaowei Jia
STORM-GAN+: spatio-temporal meta-GAN for cross-city estimation of heterogeneous human mobility responses to COVID-19.
Knowl. Inf. Syst.
65 (11) (2023)
Han Bao
,
Xun Zhou
,
Yiqun Xie
,
Yanhua Li
,
Xiaowei Jia
STORM-GAN: Spatio-Temporal Meta-GAN for Cross-City Estimation of Human Mobility Responses to COVID-19.
CoRR
(2023)
Yiqun Xie
,
Erhu He
,
Xiaowei Jia
,
Weiye Chen
,
Sergii Skakun
,
Han Bao
,
Zhe Jiang
,
Rahul Ghosh
,
Praveen Ravirathinam
Fairness by "Where": A Statistically-Robust and Model-Agnostic Bi-level Learning Framework.
AAAI
(2022)
Yiqun Xie
,
Erhu He
,
Xiaowei Jia
,
Han Bao
,
Xun Zhou
,
Rahul Ghosh
,
Praveen Ravirathinam
Statistically-Guided Deep Network Transformation to Harness Heterogeneity in Space (Extended Abstract).
IJCAI
(2022)
Erhu He
,
Weiye Chen
,
Yiqun Xie
,
Han Bao
,
Xun Zhou
,
Xiaowei Jia
,
Zhe Jiang
,
Rahul Ghosh
,
Praveen Ravirathinam
Sailing in the location-based fairness-bias sphere.
SIGSPATIAL/GIS
(2022)
Han Bao
,
Xun Zhou
,
Yiqun Xie
,
Yingxue Zhang
,
Yanhua Li
COVID-GAN+: Estimating Human Mobility Responses to COVID-19 through Spatio-temporal Generative Adversarial Networks with Enhanced Features.
ACM Trans. Intell. Syst. Technol.
13 (2) (2022)
Han Bao
,
Xun Zhou
,
Yiqun Xie
,
Yanhua Li
,
Xiaowei Jia
STORM-GAN: Spatio-Temporal Meta-GAN for Cross-City Estimation of Human Mobility Responses to COVID-19.
ICDM
(2022)
Yiqun Xie
,
Xiaowei Jia
,
Han Bao
,
Xun Zhou
,
Jia Yu
,
Rahul Ghosh
,
Praveen Ravirathinam
Spatial-Net: A Self-Adaptive and Model-Agnostic Deep Learning Framework for Spatially Heterogeneous Datasets.
SIGSPATIAL/GIS
(2021)
Yiqun Xie
,
Erhu He
,
Xiaowei Jia
,
Han Bao
,
Xun Zhou
,
Rahul Ghosh
,
Praveen Ravirathinam
A Statistically-Guided Deep Network Transformation and Moderation Framework for Data with Spatial Heterogeneity.
ICDM
(2021)
Yiqun Xie
,
Xiaowei Jia
,
Shashi Shekhar
,
Han Bao
,
Xun Zhou
Significant DBSCAN+: Statistically Robust Density-based Clustering.
ACM Trans. Intell. Syst. Technol.
12 (5) (2021)
Yichen Ding
,
Xun Zhou
,
Han Bao
,
Yanhua Li
,
Cara Hamann
,
Steven Spears
,
Zhuoning Yuan
Cycling-Net: A Deep Learning Approach to Predicting Cyclist Behaviors from Geo-Referenced Egocentric Video Data.
SIGSPATIAL/GIS
(2020)
Yiqun Xie
,
Han Bao
,
Yan Li
,
Shashi Shekhar
Discovering Spatial Mixture Patterns of Interest.
SIGSPATIAL/GIS
(2020)
Han Bao
,
Xun Zhou
,
Yingxue Zhang
,
Yanhua Li
,
Yiqun Xie
COVID-GAN: Estimating Human Mobility Responses to COVID-19 Pandemic through Spatio-Temporal Conditional Generative Adversarial Networks.
SIGSPATIAL/GIS
(2020)
Zhiling Zhou
,
Ning Guo
,
Jianan Cui
,
Xiaxia Meng
,
Yiwei Hu
,
Han Bao
,
Xiang Li
,
Quanzheng Li
Novel Radiomic Features Based on Graph Theory for PET Image Analysis.
ISBI
(2019)
Han Bao
,
Hui Ren
,
Zhiling Zhou
,
Xiang Li
,
Ning Guo
,
Quanzheng Li
3D Regional Shape Analysis of Left Ventricle Using MR Images: Abnormal Myocadium Detection and Classification.
ISBI
(2019)
Yiqun Xie
,
Han Bao
,
Shashi Shekhar
,
Joseph F. Knight
A TIMBER Framework for Mining Urban Tree Inventories Using Remote Sensing Datasets.
ICDM
(2018)