Enhanced Nonintrusive Load Monitoring Through Tensor-Based Encoding and Involution Networks.

Changjiang Xiao

Dandan Li Jianghua Wu Changjiang Xiao Qingjiang Shi Enhanced Nonintrusive Load Monitoring Through Tensor-Based Encoding and Involution Networks. 2026 june1 23604-23614 13 IEEE Internet Things J. 11 https://doi.org/10.1109/JIOT.2026.3672708 db/journals/iotj/iotj13.html#LiWXS26 streams/journals/iotj

Guangwen Peng Yingbing Liu Cong Xiao Wenying Du Changjiang Xiao A dynamic adaptive graph convolutional recurrent network model for efficient mid-short term prediction of global sea surface salinity. 2025 December 18 Int. J. Digit. Earth 1 https://doi.org/10.1080/17538947.2025.2548008 db/journals/digearth/digearth18.html#PengLXDX25 streams/journals/digearth

Min Huang 0005 Shun Zhong Yong Ge Hui Lin 0002 Lishu Chang Daoye Zhu Li Zhang Changjiang Xiao Orhan Altan Evaluating the Performance of SDGSAT-1 GLI Data in Urban Built-Up Area Extraction From the Perspective of Urban Morphology and City Scale: A Case Study of 15 Cities in China. 17166-17180 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2025.3584449 db/journals/staeors/staeors18.html#HuangZGLCZZXA25 streams/journals/staeors

Yaxuan Feng Xiaohua Tong Xiong Xu 0001 Yanmin Jin Huan Xie 0001 Yongjiu Feng Chao Wang 0092 Changjiang Xiao A Novel Absolute/Relative Fusion Approach for Visual Localization of Planetary Lander Employing a Unified Error Metric. 19821-19839 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2025.3594170 db/journals/staeors/staeors18.html#FengTXJXFWX25 streams/journals/staeors

Yi Zhang Genyi Wan Zhen Ye 0009 Changjiang Xiao Dayong Liu Huan Xie 0001 Yusheng Xu Xiaohua Tong Robust Registration of Planetary Multisource Digital Elevation Model With Structure-Preserving Filtering. 26399-26416 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2025.3618718 db/journals/staeors/staeors18.html#ZhangWYXLXXT25 streams/journals/staeors

Rong Huang 0001 Lingxiao Zhang Huan Xie 0001 Xiongwen He Xiong Xu 0001 Changjiang Xiao Zhen Ye 0009 Yusheng Xu Xiaohua Tong Visual-LiDAR SLAM for Rover Navigation in Planetary Environments With Plane Constraints and Global Optimization. 29013-29031 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2025.3630135 db/journals/staeors/staeors18.html#HuangZXHXXYXT25 streams/journals/staeors

Dandan Li Jiaxing Xia Jiangfeng Li Changjiang Xiao Vladimir Stankovic 0001 Lina Stankovic Qingjiang Shi A Temporal-Spatial Graph Network With a Learnable Adjacency Matrix for Appliance-Level Electricity Consumption Prediction. 989-1002 2025 April 6 IEEE Trans. Artif. Intell. 4 https://doi.org/10.1109/TAI.2024.3507734 db/journals/tai/tai6.html#LiXLXSSS25 streams/journals/tai

Yanmin Jin Youran Qu Xiaohua Tong Huan Xie 0001 Changjiang Xiao Yongjiu Feng Sicong Liu 0001 Xiong Xu 0001 Probabilistic Safe Landing Site Selection Based on Estimated Slope and Roughness Error. 2025 29 Trans. GIS 6 https://doi.org/10.1111/tgis.70115 db/journals/tgis/tgis29.html#JinQTXXFLX25 streams/journals/tgis

Yongjiu Feng Mengrong Xi Pengshuo Li Lei Li Xiong Xu 0001 Changjiang Xiao Rong Huang 0001 Xiaohua Tong Energy-Efficient Local Path Planning for Lunar Rovers Using Fuzzy Dynamic Window Approach. 2025 29 Trans. GIS 7 https://doi.org/10.1111/tgis.70118 db/journals/tgis/tgis29.html#FengXLLXXHT25 streams/journals/tgis

Shijie Liu 0001 Guanghan Chu Changding Xu Baocheng Hua Huan Xie 0001 Tao Li Changjiang Xiao Zhaojun Deng Qian Huang Xiaohua Tong Lunar Crater Matching With Triangle-Based Global Second-Order Similarity for Precision Navigation. 1-17 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3598104 db/journals/tgrs/tgrs63.html#LiuCXHXLXDHT25 streams/journals/tgrs

Guangwen Peng Yingbing Liu Juncheng Luo Cong Xiao Wenying Du Changjiang Xiao A Dual-Path Recurrent Framework Integrating Optical Flow Guidance and Spatiotemporal-Aware Learning for Sea Surface Temperature Prediction. 1-18 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3640632 db/journals/tgrs/tgrs63.html#PengLLXDX25 streams/journals/tgrs

Zhen Ye 0009 Dayong Liu Yusheng Xu Rong Huang 0001 Miyu Zhou Changjiang Xiao Huan Xie 0001 Xiaohua Tong Optimal Selection of Stereo Image Pairs in Planetary Mapping Based on Local and Global Constraints. 1-17 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3582819 db/journals/tgrs/tgrs63.html#YeLXHZXXT25 streams/journals/tgrs

Min Huang 0005 Daohong Gong Li Zhang Hui Lin 0002 Yong Chen 0013 Daoye Zhu Changjiang Xiao Orhan Altan Spatiotemporal dynamics and forecasting of ecological security pattern under the consideration of protecting habitat: a case study of the Poyang Lake ecoregion. 2024 December 17 Int. J. Digit. Earth 1 https://doi.org/10.1080/17538947.2024.2376277 db/journals/digearth/digearth17.html#HuangGZLCZXA24 streams/journals/digearth

Kehao Ouyang Min Huang 0005 Daohong Gong Daoye Zhu Hui Lin 0002 Changjiang Xiao Yewen Fan Orhan Altan A Novel Framework for Integrally Evaluating the Impacts of Climate Change and Human Activities on Water Yield Services from Both Local and Global Perspectives. 3008 2024 August 16 Remote. Sens. 16 https://doi.org/10.3390/rs16163008 db/journals/remotesensing/remotesensing16.html#OuyangHGZLXFA24 streams/journals/remotesensing

Chuanbo Hu Shan Jia Fan Zhang 0011 Changjiang Xiao Mindi Ruan Jacob Thrasher Xin Li 0005 UPDExplainer: an Interpretable Transformer-based Framework for Urban Physical Disorder Detection Using Street View Imagery. 2023 abs/2305.02911 CoRR https://doi.org/10.48550/arXiv.2305.02911 db/journals/corr/corr2305.html#abs-2305-02911

Xiaojian Chen Changjiang Xiao Zhou Huang 0002 Keli Wang Weiyu Zhang 0004 Yu Liu 0003 Hierarchical accompanying and inhibiting patterns on the spatial arrangement of taxis' local hotspots. 2023 abs/2310.11806 CoRR https://doi.org/10.48550/arXiv.2310.11806 db/journals/corr/corr2310.html#abs-2310-11806

Changjiang Xiao Xiaohua Tong Dandan Li Xiaojian Chen Qiquan Yang Xiong Xv Hui Lin 0002 Min Huang 0005 Prediction of long lead monthly three-dimensional ocean temperature using time series gridded Argo data and a deep learning method. 102971 2022 112 Int. J. Appl. Earth Obs. Geoinformation https://doi.org/10.1016/j.jag.2022.102971 db/journals/aeog/aeog112.html#XiaoTLCYXLH22

Zhanzhuo Chen Min Huang 0005 Changjiang Xiao Shuhua Qi Wenying Du Daoye Zhu Orhan Altan Integrating Remote Sensing and Spatiotemporal Analysis to Characterize Artificial Vegetation Restoration Suitability in Desert Areas: A Case Study of Mu Us Sandy Land. 4736 2022 14 Remote. Sens. 19 https://doi.org/10.3390/rs14194736 https://www.wikidata.org/entity/Q114782312 db/journals/remotesensing/remotesensing14.html#ChenHXQDZA22

Shicheng Liao Xiong Xu 0001 Huan Xie 0001 Peng Chen 0025 Chao Wang 0092 Yanmin Jin Xiaohua Tong Changjiang Xiao A Modified Shape Model Incorporating Continuous Accumulated Growing Degree Days for Phenology Detection of Early Rice. 5337 2022 14 Remote. Sens. 21 https://doi.org/10.3390/rs14215337 db/journals/remotesensing/remotesensing14.html#LiaoXXCWJTX22

Yingbing Liu Yuqin Wu Zeqiang Chen Min Huang 0005 Wenying Du Nengcheng Chen Changjiang Xiao A Novel Impervious Surface Extraction Method Based on Automatically Generating Training Samples From Multisource Remote Sensing Products: A Case Study of Wuhan City, China. 6766-6780 2022 15 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2022.3197760 db/journals/staeors/staeors15.html#LiuWCHDCX22

Xiong Xu 0001 Beibei Zhao Xiaohua Tong Huan Xie 0001 Yongjiu Feng Chao Wang 0092 Changjiang Xiao Xiaoxue Ke Jinhuan Du A Data Augmentation Strategy Combining a Modified pix2pix Model and the Copy-Paste Operator for Solid Waste Detection With Remote Sensing Images. 8484-8491 2022 15 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2022.3209967 db/journals/staeors/staeors15.html#XuZTXFWXKD22

Xiaojian Chen Jiayi Xie Changjiang Xiao Binbin Lu Jie Shan Recurrent origin-destination network for exploration of human periodic collective dynamics. 317-340 2022 26 Trans. GIS 1 https://doi.org/10.1111/tgis.12849 db/journals/tgis/tgis26.html#ChenXXLS22

Chuli Hu Jie Li 0078 Changjiang Xiao Ke Wang 0023 Nengcheng Chen SOCO-Field: observation capability representation for GeoTask-oriented multi-sensor planning cognition. 205-228 2020 34 Int. J. Geogr. Inf. Sci. 2 https://doi.org/10.1080/13658816.2019.1655755 db/journals/gis/gis34.html#HuLXWC20

Changjiang Xiao Nengcheng Chen Chuli Hu Ke Wang 0023 Zewei Xu Yaping Cai Lei Xu 0032 Zeqiang Chen Jianya Gong A spatiotemporal deep learning model for sea surface temperature field prediction using time-series satellite data. 2019 120 Environ. Model. Softw. https://doi.org/10.1016/j.envsoft.2019.104502 https://www.wikidata.org/entity/Q127368873 db/journals/envsoft/envsoft120.html#XiaoCHWXCXCG19

Nengcheng Chen Yingbing Liu Chao Wang 0010 Chang Xiong Zeqiang Chen Changjiang Xiao SWRO-DDPM: A Sensor Web Resource Ontology for the Dynamic Disaster Process Monitoring. 1-4 2018 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2018.8557157 conf/geoinformatics/2018 db/conf/geoinformatics/geoinformatics2018.html#ChenLWXCX18

Changjiang Xiao Nengcheng Chen Jianya Gong Wei Wang 0107 Chuanbo Hu Zeqiang Chen Event-Driven Distributed Information Resource-Focusing Service for Emergency Response in Smart City with Cyber-Physical Infrastructures. 251 2017 6 ISPRS Int. J. Geo Inf. 8 https://doi.org/10.3390/ijgi6080251 db/journals/ijgi/ijgi6.html#XiaoCGWHC17

Changjiang Xiao Nengcheng Chen Dandan Li You Lv Jianya Gong SCRMS: An RFID and Sensor Web-Enabled Smart Cultural Relics Management System. 60 2017 17 Sensors 1 https://doi.org/10.3390/s17010060 https://www.wikidata.org/entity/Q36237372 db/journals/sensors/sensors17.html#XiaoCLLG17

Dandan Li Nengcheng Chen Changjiang Xiao Jianya Gong An RFID and sensor web-enabled smart electric power equipment inspection system. 1-4 2017 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2017.8090921 conf/geoinformatics/2017 db/conf/geoinformatics/geoinformatics2017.html#LiCXG17

Changjiang Xiao Nengcheng Chen Xiaolei Wang Zeqiang Chen A Semantic Registry Method Using Sensor Metadata Ontology to Manage Heterogeneous Sensor Information in the Geospatial Sensor Web. 2016 5 ISPRS Int. J. Geo Inf. 5 https://doi.org/10.3390/ijgi5050063 https://www.wikidata.org/entity/Q122652309 db/journals/ijgi/ijgi5.html#XiaoCWC16 63

Wei Wang 0107 Chuanbo Hu Nengcheng Chen Changjiang Xiao Shan Jia Spatio-Temporal Risk Assessment Process Modeling for Urban Hazard Events in Sensor Web Environment. 203 2016 5 ISPRS Int. J. Geo Inf. 11 https://doi.org/10.3390/ijgi5110203 db/journals/ijgi/ijgi5.html#WangHCXJ16

Wei Wang 0107 Chuanbo Hu Nengcheng Chen Changjiang Xiao Chao Wang 0010 Zeqiang Chen Spatio-temporal enabled urban decision-making process modeling and visualization under the cyber-physical environment. 1-17 2015 58 Sci. China Inf. Sci. 10 https://doi.org/10.1007/s11432-015-5403-x db/journals/chinaf/chinaf58.html#WangHCXWC15

Nengcheng Chen Changjiang Xiao Fangling Pu Xiaolei Wang Chao Wang 0010 Zhili Wang Jianya Gong Cyber-Physical Geographical Information Service-Enabled Control of Diverse <i>In-Situ</i> Sensors. 2015 15 Sensors 2 https://doi.org/10.3390/s150202565 https://www.wikidata.org/entity/Q30413450 db/journals/sensors/sensors15.html#ChenXPWWWG15 2565-2592

Nengcheng Chen Ke Wang 0023 Changjiang Xiao Jianya Gong A heterogeneous sensor web node meta-model for the management of a flood monitoring system. 222-237 2014 54 Environ. Model. Softw. https://doi.org/10.1016/j.envsoft.2014.01.014 https://www.wikidata.org/entity/Q124834526 db/journals/envsoft/envsoft54.html#ChenWXG14

Ke Wang 0023 Nengcheng Chen Changjiang Xiao Modeling and management of Baoxie sensor web resources based on the node meta-model. 1-6 2014 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2014.6950810 conf/geoinformatics/2014 db/conf/geoinformatics/geoinformatics2014.html#WangCX14 Changjiang Xiao Nengcheng Chen Ke Wang 0023 Design and implementation of geospatial sensor web node management prototype system. 1-5 2013 Geoinformatics https://doi.org/10.1109/Geoinformatics.2013.6626066 conf/geoinformatics/2013 db/conf/geoinformatics/geoinformatics2013.html#XiaoCW13 Orhan Altan Yaping Cai Lishu Chang Nengcheng Chen Peng Chen 0025 Xiaojian Chen Yong Chen 0013 Zeqiang Chen Zhanzhuo Chen Guanghan Chu Zhaojun Deng Jinhuan Du Wenying Du Yewen Fan Yaxuan Feng Yongjiu Feng Yong Ge Daohong Gong Jianya Gong Xiongwen He Chuanbo Hu Chuli Hu Baocheng Hua Min Huang 0005 Qian Huang Rong Huang 0001 Zhou Huang 0002 Shan Jia Yanmin Jin Xiaoxue Ke Dandan Li Jiangfeng Li Jie Li 0078 Lei Li Pengshuo Li Tao Li Xin Li 0005 Shicheng Liao Hui Lin 0002 Dayong Liu Shijie Liu 0001 Sicong Liu 0001 Yingbing Liu Yu Liu 0003 Binbin Lu Juncheng Luo You Lv Kehao Ouyang Guangwen Peng Fangling Pu Shuhua Qi Youran Qu Mindi Ruan Jie Shan Qingjiang Shi Lina Stankovic Vladimir Stankovic 0001 Jacob Thrasher Xiaohua Tong Genyi Wan Chao Wang 0010 Chao Wang 0092 Ke Wang 0023 Keli Wang Wei Wang 0107 Xiaolei Wang Zhili Wang Jianghua Wu Yuqin Wu Mengrong Xi Jiaxing Xia Cong Xiao Huan Xie 0001 Jiayi Xie Chang Xiong Changding Xu Lei Xu 0032 Xiong Xu 0001 Yusheng Xu Zewei Xu Xiong Xv Qiquan Yang Zhen Ye 0009 Fan Zhang 0011 Li Zhang Lingxiao Zhang Weiyu Zhang 0004 Yi Zhang Beibei Zhao Shun Zhong Miyu Zhou Daoye Zhu