Zhou Huang

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 64

Top Topics

Ensemble Learning

Salient Object Detection

Gaussian Function

Top Venues

Int. J. Digit. Earth

Int. J. Geogr. Inf. Sci.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Qingpeng Wang, Wei Chen, Zhou Huang, Hongzhao Tang, Lan Yang
MultiSenseSeg: A Cost-Effective Unified Multimodal Semantic Segmentation Model for Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Houji Qi, Zhou Huang, Yiran Chen, Yi Zhang, Yong Gao
Streamlining trajectory map-matching: a framework leveraging spark and GPU-based stream processing. Int. J. Geogr. Inf. Sci. 38 (6) (2024)
Zhenghong Wang, Sijie Ruan, Tianqiang Huang, Haoyi Zhou, Shanghang Zhang, Yi Wang, Leye Wang, Zhou Huang, Yu Liu
A lightweight multi-layer perceptron for efficient multivariate time series forecasting. Knowl. Based Syst. 288 (2024)
Haode Du, Zhou Huang, Yi Zhang
An Optimized Edge-Focused Siamese Network for Monitoring New Illegal Buildings Using Satellite Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhenghong Wang, Yi Wang, Furong Jia, Fan Zhang, Nikita Klimenko, Leye Wang, Zhengbing He, Zhou Huang, Yu Liu
Spatiotemporal Fusion Transformer for large-scale traffic forecasting. Inf. Fusion 107 (2024)
Minyue Yin, Jiaxi Lin, Yu Wang, Yuanjun Liu, Rufa Zhang, Wenbin Duan, Zhirun Zhou, Shiqi Zhu, Jingwen Gao, Lu Liu, Xiaolin Liu, Chenqi Gu, Zhou Huang, Xiaodan Xu, Chunfang Xu, Jinzhou Zhu
Development and validation of a multimodal model in predicting severe acute pancreatitis based on radiomics and deep learning. Int. J. Medical Informatics 184 (2024)
Cheng Zhao, Su Sun, Ruoyu Wang, Yuliang Guo, Jun-Jun Wan, Zhou Huang, Xinyu Huang, Yingjie Victor Chen, Liu Ren
TCLC-GS: Tightly Coupled LiDAR-Camera Gaussian Splatting for Surrounding Autonomous Driving Scenes. CoRR (2024)
Xiaoshui Huang, Zhou Huang, Sheng Li, Wentao Qu, Tong He, Yuenan Hou, Yifan Zuo, Wanli Ouyang
Frozen CLIP Transformer Is an Efficient Point Cloud Encoder. AAAI (2024)
Yuan Hu, Zhibin Wang, Zhou Huang, Yu Liu
PolyRoad: Polyline Transformer for Topological Road-Boundary Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhou Huang, Gangyi Ding, Bo Zhang, Yu An
Texture Classification via Attention Based Random Encoded Activation Maps. CVDL (2024)
Taoru Yang, Yong Gao, Zhou Huang, Yu Liu
UPTDNet: A User Preference Transfer and Drift Network for Cross-City Next POI Recommendation. Int. J. Intell. Syst. 2023 (2023)
Ganmin Yin, Zhou Huang, Liu Yang, Eran Ben-Elia, Liyan Xu, Bronte Scheuer, Yu Liu
How to quantify the travel ratio of urban public transport at a high spatial resolution? A novel computational framework with geospatial big data. Int. J. Appl. Earth Obs. Geoinformation 118 (2023)
Xiaojian Chen, Changjiang Xiao, Zhou Huang, Keli Wang, Weiyu Zhang, Yu Liu
Hierarchical accompanying and inhibiting patterns on the spatial arrangement of taxis' local hotspots. CoRR (2023)
Zhou Huang, Xue Chen, Nan Jiang, Su Hu, Chunhong Hu
A clinical radiomics nomogram preoperatively to predict ductal carcinoma in situ with microinvasion in women with biopsy-confirmed ductal carcinoma in situ: a preliminary study. BMC Medical Imaging 23 (1) (2023)
Zhou Huang, Hang Dai, Tian-Zhu Xiang, Shuo Wang, Huai-Xin Chen, Jie Qin, Huan Xiong
Feature Shrinkage Pyramid for Camouflaged Object Detection with Transformers. CVPR (2023)
Ganmin Yin, Zhou Huang, Yi Bao, Han Wang, Linna Li, Xiaolei Ma, Yi Zhang
ConvGCN-RF: A hybrid learning model for commuting flow prediction considering geographical semantics and neighborhood effects. GeoInformatica 27 (2) (2023)
Wen Li, Dan Zhao, Zhi Chen, Zhou Huang, Saikit Lam, Yaoqin Xie, Wenjian Qin, Andy Lai-Yin Cheung, Haonan Xiao, Chenyang Liu, Francis Kar-ho Lee, Kwok-hung Au, Victor Ho-fun Lee, Jing Cai, Tian Li
Clinical Evaluation of AI-Assisted Virtual Contrast Enhanced MRI in Primary Gross Tumor Volume Delineation for Radiotherapy of Nasopharyngeal Carcinoma. MICCAI (7) (2023)
Zhou Huang, Hang Dai, Tian-Zhu Xiang, Shuo Wang, Huai-Xin Chen, Jie Qin, Huan Xiong
Feature Shrinkage Pyramid for Camouflaged Object Detection with Transformers. CoRR (2023)
Yicong Shen, Yuanxu Gao, Jiangcheng Shi, Zhou Huang, Rongbo Dai, Yi Fu, Yuan Zhou, Wei Kong, Qinghua Cui
MicroRNA-Disease Network Analysis Repurposes Methotrexate for the Treatment of Abdominal Aortic Aneurysm in Mice. Genom. Proteom. Bioinform. 21 (5) (2023)
Yi Bao, Zhou Huang, Xuri Gong, Yuyang Zhang, Ganmin Yin, Han Wang
Optimizing segmented trajectory data storage with HBase for improved spatio-temporal query efficiency. Int. J. Digit. Earth 16 (1) (2023)
Lin Wan, Ganmin Yin, Jiahao Wang, Golan Ben-Dor, Aleksey Ogulenko, Zhou Huang
PATRIC: A high performance parallel urban transport simulation framework based on traffic clustering. Simul. Model. Pract. Theory 126 (2023)
Yaoli Wang, Zhou Huang, Ganmin Yin, Haifeng Li, Liu Yang, Yuelong Su, Yu Liu, Xv Shan
Applying Ollivier-Ricci curvature to indicate the mismatch of travel demand and supply in urban transit network. Int. J. Appl. Earth Obs. Geoinformation 106 (2022)
Lin Wan, Han Wang, Yuming Hong, Ran Li, Wei Chen, Zhou Huang
iTourSPOT: a context-aware framework for next POI recommendation in location-based social networks. Int. J. Digit. Earth 15 (1) (2022)
Zhou Huang, Tian-Zhu Xiang, Huai-Xin Chen, Hang Dai
Scribble-based Boundary-aware Network for Weakly Supervised Salient Object Detection in Remote Sensing Images. CoRR (2022)
Ruilin Ye, Zhou Huang, Linna Li, Xv Shan
GeoUNet: A novel AI model for high-resolution mapping of ecological footprint. Int. J. Appl. Earth Obs. Geoinformation 112 (2022)
Han Wang, Zhou Huang, Xiao Zhou, Ganmin Yin, Yi Bao
DouFu: A Double Fusion Joint Learning Method For Driving Trajectory Representation. CoRR (2022)
Xiaoyue Xing, Yihong Yuan, Zhou Huang, Xia Peng, Pengjun Zhao, Yu Liu
Flow trace: A novel representation of intra-urban movement dynamics. Comput. Environ. Urban Syst. 96 (2022)
Yuan Hu, Zhibin Wang, Zhou Huang, Yu Liu
PolyBuilding: Polygon Transformer for End-to-End Building Extraction. CoRR (2022)
Han Wang, Zhou Huang, Xiao Zhou, Ganmin Yin, Yi Bao, Yi Zhang
DouFu: A Double Fusion Joint Learning Method for Driving Trajectory Representation. Knowl. Based Syst. 258 (2022)
Zhou Huang, Feng Zhou
An Approximation Method for Querying Similar Large Graphs. Big Data (2022)
Han Wang, Zhou Huang, Ganmin Yin, Yi Bao, Xiao Zhou, Yong Gao
GWRBoost: A geographically weighted gradient boosting method for explainable quantification of spatially-varying relationships. CoRR (2022)
Zhou Huang, Huai-Xin Chen, Cheng-Wu Bai, Li-Li Yan
Multi-Scale Feedback Convolutional Sparse Coding Network for Saliency Detection in Remote Sensing Images. IGARSS (2021)
Zhou Huang, Huai-Xin Chen, Tao Zhou, Yun-Zhi Yang, Bi-Yuan Liu
Multi-level cross-modal interaction network for RGB-D salient object detection. Neurocomputing 452 (2021)
Bi-Yuan Liu, Huai-Xin Chen, Zhou Huang, Xing Liu, Yun-Zhi Yang
ZoomInNet: A Novel Small Object Detector in Drone Images with Cross-Scale Knowledge Distillation. Remote. Sens. 13 (6) (2021)
Xuexi Yang, Min Deng, Yan Shi, Jianbo Tang, Zhou Huang, Yu Liu
Detecting statistically significant geographical anomalous regions from spatial sampling points by coupling Gaussian function and multidirectional optimization. Trans. GIS 25 (3) (2021)
Zhou Huang, Huai-Xin Chen, Tao Zhou, Yun-Zhi Yang, Chang-Yin Wang, Bi-Yuan Liu
Contrast-weighted dictionary learning based saliency detection for VHR optical remote sensing images. Pattern Recognit. 113 (2021)
Ying Feng, Zhou Huang, Yaoli Wang, Lin Wan, Yu Liu, Yi Zhang, Xv Shan
An SOE-Based Learning Framework Using Multisource Big Data for Identifying Urban Functional Zones. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Yi Bao, Zhou Huang, Linna Li, Yaoli Wang, Yu Liu
A BiLSTM-CNN model for predicting users' next locations based on geotagged social media. Int. J. Geogr. Inf. Sci. 35 (4) (2021)
Zhou Huang, Huai-Xin Chen, Bi-Yuan Liu, Zhixi Wang
Semantic-Guided Attention Refinement Network for Salient Object Detection in Optical Remote Sensing Images. Remote. Sens. 13 (11) (2021)
Xiaoyue Xing, Zhou Huang, Ximeng Cheng, Di Zhu, Chaogui Kang, Fan Zhang, Yu Liu
Mapping Human Activity Volumes Through Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Zhou Huang, Huai-Xin Chen, Tao Zhou, Yun-Zhi Yang, Chang-Yin Wang
Multi-level Cross-modal Interaction Network for RGB-D Salient Object Detection. CoRR (2020)
Xia Peng, Yi Bao, Zhou Huang
Perceiving Beijing's "City Image" Across Different Groups Based on Geotagged Social Media Data. IEEE Access 8 (2020)
Yang Liu, Ming Zhang, Xinfeng Yin, Zhou Huang, Lei Wang
Debonding Performance of CFRP-Strengthened Nanomaterial Concrete Beam Using Wavelet Packet Analysis. J. Sensors 2020 (2020)
Lun Wu, Ximeng Cheng, Chaogui Kang, Di Zhu, Zhou Huang, Yu Liu
A framework for mixed-use decomposition based on temporal activity signatures extracted from big geo-data. Int. J. Digit. Earth 13 (6) (2020)
Xuri Gong, Zhou Huang, Yaoli Wang, Lun Wu, Yu Liu
High-performance spatiotemporal trajectory matching across heterogeneous data sources. Future Gener. Comput. Syst. 105 (2020)
Zhou Huang, Houji Qi, Chaogui Kang, Yuelong Su, Yu Liu
An Ensemble Learning Approach for Urban Land Use Mapping Based on Remote Sensing Imagery and Social Sensing Data. Remote. Sens. 12 (19) (2020)
Zhou Huang, Huai-Xin Chen, Yun-Zhi Yang, Chang-Yin Wang, Bi-Yuan Liu
Detecting the Saliency of Remote Sensing Images Based on Sparse Representation of Contrast-weighted Atoms. CoRR (2020)
Fan Zhang, Jinyan Zu, Mingyuan Hu, Di Zhu, Yuhao Kang, Song Gao, Yi Zhang, Zhou Huang
Uncovering inconspicuous places using social media check-ins and street view images. Comput. Environ. Urban Syst. 81 (2020)
Danfeng Zhao, Zhou Huang, Feng Zhou, Antonio Liotta, Dongmei Huang
An Approximation Method for Large Graph Similarity. IEEE BigData (2020)
Zhou Huang, Jiangcheng Shi, Yuanxu Gao, Chunmei Cui, Shan Zhang, Jianwei Li, Yuan Zhou, Qinghua Cui
HMDD v3.0: a database for experimentally supported human microRNA-disease associations. Nucleic Acids Res. 47 (Database-Issue) (2019)
Zhenyu Bao, Zhen Yang, Zhou Huang, Yiran Zhou, Qinghua Cui, Dong Dong
LncRNADisease 2.0: an updated database of long non-coding RNA-associated diseases. Nucleic Acids Res. 47 (Database-Issue) (2019)
Yuandong Wang, Xuelian Lin, Hua Wei, Tianyu Wo, Zhou Huang, Yong Zhang, Jie Xu
A Unified Framework with Multi-source Data for Predicting Passenger Demands of Ride Services. ACM Trans. Knowl. Discov. Data 13 (6) (2019)
Lun Wu, Liu Yang, Zhou Huang, Yaoli Wang, Yanwei Chai, Xia Peng, Yu Liu
Inferring demographics from human trajectories and geographical context. Comput. Environ. Urban Syst. 77 (2019)
Xiaoyu Sun, Zhou Huang, Xia Peng, Yiran Chen, Yu Liu
Building a model-based personalised recommendation approach for tourist attractions from geotagged social media data. Int. J. Digit. Earth 12 (6) (2019)
Shaofu Lin, Weihua Fang, Xinyu Wu, Yiran Chen, Zhou Huang
A Spark-Based High Performance Computational Approach for Simulating Typhoon Wind Fields. IEEE Access 6 (2018)
Yiran Chen, Zhou Huang, Tao Pei, Yu Liu
HiSpatialCluster: A novel high-performance software tool for clustering massive spatial points. Trans. GIS 22 (5) (2018)
Yikai Zhai, Tianyu Wo, Xuelian Lin, Zhou Huang, Junyu Chen
A Context-Aware Evaluation Method of Driving Behavior. PAKDD (1) (2018)
Xinyu Wu, Zhou Huang, Xia Peng, Yiran Chen, Yu Liu
Building a Spatially-Embedded Network of Tourism Hotspots From Geotagged Social Media Data. IEEE Access 6 (2018)
Di Zhu, Zhou Huang, Li Shi, Lun Wu, Yu Liu
Inferring spatial interaction patterns from sequential snapshots of spatial distributions. Int. J. Geogr. Inf. Sci. 32 (4) (2018)
Lin Wan, Yuming Hong, Zhou Huang, Xia Peng, Ran Li
A hybrid ensemble learning method for tourist route recommendations based on geo-tagged social networks. Int. J. Geogr. Inf. Sci. 32 (11) (2018)
Xia Peng, Zhou Huang
A Novel Popular Tourist Attraction Discovering Approach Based on Geo-Tagged Social Media Big Data. ISPRS Int. J. Geo Inf. 6 (7) (2017)
Zhou Huang, Yiran Chen, Lin Wan, Xia Peng
GeoSpark SQL: An Effective Framework Enabling Spatial Queries on Spark. ISPRS Int. J. Geo Inf. 6 (9) (2017)
Lin Wan, Zhou Huang, Xia Peng
An Effective NoSQL-Based Vector Map Tile Management Approach. ISPRS Int. J. Geo Inf. 5 (11) (2016)
Yiran Chen, Zhou Huang
Accelerating generation of stochastic cyclone routes with GPU programming. Geoinformatics (2015)
Xuetong Xie, Zhou Huang, Mingsen Lin, Kehai Chen, Youguo Lan, Xinzhe Yuan, Xiaomin Ye, Juhong Zou
A Novel Integrated Algorithm for Wind Vector Retrieval from Conically Scanning Scatterometers. Remote. Sens. 5 (12) (2013)
Xuetong Xie, Mingsen Lin, Kehai Chen, Zhou Huang, Lixia Liu, Dongxuan Tian, Xiaoning Wang, Wenxin Chen, Rongrong He, Juhong Zou
A wind direction extension based algorithm for scatterometer wind vector retrieval. IGARSS (2012)
Xuetong Xie, Shi Huan, Jianqiang Liu, Shuyan Lang, Youguang Zhang, Di Zhu, Kehai Chen, Juhong Zou, Zhou Huang, Weijun Tao
A study on wind vector retrieval algorithm for rotating fan-beam scatterometer. IGARSS (2012)
Xiaolu Ji, Bin Chen, Zhou Huang, Zhengwei Sui, Yu Fang
On the use of cloud computing for geospatial workflow applications. Geoinformatics (2012)
Zhou Huang, Yu Fang, Bin Chen, Lun Wu, Mao Pan
Building the distributed geographic SQL workflow in the Grid environment. Int. J. Geogr. Inf. Sci. 25 (7) (2011)
Zhou Huang, Yu Fang, Mao Pan
Toward an integrated framework for geosensor grid. Int. J. Digit. Earth 3 (2) (2010)
Yong Zhao, Zhou Huang, Bin Chen, Yu Fang, Menglong Yan, Zhenzhen Yang
Local acceleration in Distributed Geographic Information Processing with CUDA. Geoinformatics (2010)
Yumei Sun, Xianfang Xing, Bin Chen, Zhou Huang, Yu Fang
Distributed geospatial data integration based on OGC standards-compliant geospatial data grid services. Geoinformatics (2010)
Xiaolu Ji, Zhou Huang, Yu Fang, Bin Chen, Zhengwei Sui
Weight of evidence method based on grid GIS and its applications on evaluation of mineral resources. Geoinformatics (2010)
Zhou Huang, Yu Fang
A novel approach for geospatial computational task processing in Grid environment. IGARSS (2010)
Xuetong Xie, Mingsen Lin, Zhou Huang, Juhong Zou, Dongxuan Tian, Lixia Liu, Xiaoning Wang, Shiwei Dong
A modified wind vector retrieval algorithm for polarimetric scatterometer. IGARSS (2010)
Bin Chen, Fengru Huang, Yu Fang, Zhou Huang, Hui Lin
An approach for heterogeneous and loosely coupled geospatial data distributed computing. Comput. Geosci. 36 (7) (2010)
Jiayuan Lin, Heping Tao, Yangchun Wang, Zhou Huang
Practical application of unmanned aerial vehicles for mountain hazards survey. Geoinformatics (2010)
Jianjun Cui, Baoyin Zhang, Xi Wu, Zhou Huang, Yu Fang, Bin Chen
Design and Implementation of WSRF-Based GIS Service in Spatial Data Grid. GCC (2009)
Zhou Huang, Yu Fang, Bin Chen, Xi Wu
Development of a Grid GIS Prototype for Geospatial Data Integration. GCC (2008)
Bin Chen, Zhou Huang, Xiujun Ma, Chenyu Li, Yong Gao, Yu Fang
NEBULA: A P2P Based Cooperative Spatial Database Prototype. GCC (2007)
Dafei Yin, Bin Chen, Zhou Huang, Xin Lin, Ke Zhang, Yu Fang
Replication strategy in Peer-to-Peer Geospatial Data Grid. IGARSS (2007)
Dafei Yin, Bin Chen, Zhou Huang, Xin Lin, Yu Fang
Utility Based Query Dissemination in Spatial Data Grid. GCC (2007)
Zhou Huang, Yu Fang, Xia Peng, Bin Chen, Xuetong Xie
A Problem Oriented Approach to Data Mining in Distributed Spatio-temporal Database. International Conference on Computational Science (3) (2007)