Deep Siamese Multi-scale Convolutional Network for Change Detection in Multi-temporal VHR Images. - Hongruixuan Chen; Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (MultiTemp, 2019)

Unsupervised Change Detection in Multi-temporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network. - Chen Wu 003; Hongruixuan Chen; Bo Du 001; Liangpei Zhang 001 (CoRR, 2019)

Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection in Multispectral Images. - Hongruixuan Chen; Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (CoRR, 2020)

DSDANet: Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection. - Hongruixuan Chen; Chen Wu 003; Bo Du 001; Liangpei Zhang 001 (CoRR, 2020)

A Measurement of Transportation Ban inside Wuhan on the COVID-19 Epidemic by Vehicle Detection in Remote Sensing Imagery. - Chen Wu 003; Jingwen Yuan; Lixiang Ru; Hongruixuan Chen; Bo Du 001; Liangpei Zhang 001 (CoRR, 2020)

Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network. - Hongruixuan Chen; Chen Wu 003; Bo Du 001; Liangpei Zhang 001; Le Wang (IEEE Trans. Geosci. Remote. Sens., 2020)

An investigation of traffic density changes inside Wuhan during the COVID-19 epidemic with GF-2 time-series images. - Chen Wu 003; Yinong Guo; Haonan Guo; Jingwen Yuan; Lixiang Ru; Hongruixuan Chen; Bo Du 001; Liangpei Zhang 001 (Int. J. Appl. Earth Obs. Geoinformation, 2021)

Towards Deep and Efficient: A Deep Siamese Self-Attention Fully Efficient Convolutional Network for Change Detection in VHR Images. - Hongruixuan Chen; Chen Wu 003; Bo Du 001 (CoRR, 2021)

Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer. - Hongruixuan Chen; Chen Wu 003; Yonghao Xu; Bo Du 001 (CoRR, 2021)

Dual-Tasks Siamese Transformer Framework for Building Damage Assessment. - Hongruixuan Chen; Edoardo Nemni; Sofia Vallecorsa; Xi Li; Chen Wu 003; Lars Bromley (IGARSS, 2022)

Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network. - Chen Wu 003; Hongruixuan Chen; Bo Du 001; Liangpei Zhang 001 (IEEE Trans. Cybern., 2022)

Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning. - Hongruixuan Chen; Naoto Yokoya; Chen Wu 003; Bo Du 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Exchange means change: an unsupervised single-temporal change detection framework based on intra- and inter-image patch exchange. - Hongruixuan Chen; Jian Song; Chen Wu 003; Bo Du 001; Naoto Yokoya (CoRR, 2023)

Land-cover change detection using paired OpenStreetMap data and optical high-resolution imagery via object-guided Transformer. - Hongruixuan Chen; Cuiling Lan; Jian Song; Clifford Broni-Bediako; Junshi Xia; Naoto Yokoya (CoRR, 2023)

HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images. - Chengxi Han; Chen Wu 003; Haonan Guo; Meiqi Hu; Hongruixuan Chen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery. - Chengxi Han; Chen Wu 003; Haonan Guo; Meiqi Hu; Jiepan Li; Hongruixuan Chen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection. - Jian Song; Hongruixuan Chen; Naoto Yokoya (Zenodo, 2023)

Change Detection between Optical Remote Sensing Imagery and Map Data Via Segment Anything Model (SAM). - Hongruixuan Chen; Jian Song; Naoto Yokoya (IGARSS, 2024)

OpenEarthMap Benchmark Suite and Its Applications. - Naoto Yokoya; Junshi Xia; Clifford Broni-Bediako; Jian Song; Hongruixuan Chen (IGARSS, 2024)

SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery. - Jian Song; Hongruixuan Chen; Weihao Xuan; Junshi Xia; Naoto Yokoya (NeurIPS, 2024)

SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection. - Jian Song; Hongruixuan Chen; Naoto Yokoya (WACV, 2024)

Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetry. - Xinlei Shao; Hongruixuan Chen; Kirsty Magson; Jiaqi Wang; Jian Song; Jundong Chen 002; Jun Sasaki (CoRR, 2024)

ChangeMamba: Remote Sensing Change Detection with Spatio-Temporal State Space Model. - Hongruixuan Chen; Jian Song; Chengxi Han; Junshi Xia; Naoto Yokoya (CoRR, 2024)

CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation. - Ziyang Gong; Zhixiang Wei; Di Wang 023; Xianzheng Ma; Hongruixuan Chen; Yuru Jia; Yupeng Deng 002; Zhenming Ji; Xiangwei Zhu; Naoto Yokoya; Jing Zhang 001; Bo Du 001; et al. (CoRR, 2024)

Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark. - Clifford Broni-Bediako; Junshi Xia; Jian Song; Hongruixuan Chen; Mennatullah Siam; Naoto Yokoya (IEEE Geosci. Remote. Sens. Lett., 2024)

ObjFormer: Learning Land-Cover Changes From Paired OSM Data and Optical High-Resolution Imagery via Object-Guided Transformer. - Hongruixuan Chen; Cuiling Lan; Jian Song; Clifford Broni-Bediako; Junshi Xia; Naoto Yokoya (IEEE Trans. Geosci. Remote. Sens., 2024)

ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model. - Hongruixuan Chen; Jian Song; Chengxi Han; Junshi Xia; Naoto Yokoya (IEEE Trans. Geosci. Remote. Sens., 2024)

C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images. - Chengxi Han; Chen Wu 003; Meiqi Hu; Jiepan Li; Hongruixuan Chen (IEEE Trans. Geosci. Remote. Sens., 2024)

OpenEarthMap Land Cover Mapping Few-Shot Learning Challenge. - Clifford Broni-Bediako; Junshi Xia; Jian Song; Hongruixuan Chen; Naoto Yokoya (Zenodo, 2024)

OpenEarthMap Land Cover Mapping Few-Shot Learning Challenge. - Clifford Broni-Bediako; Junshi Xia; Jian Song; Hongruixuan Chen; Naoto Yokoya (Zenodo, 2024)

OpenMapCD: A Multimodal Benchmark Dataset for Change Detection Between Optical Remote Sensing and Map Data. - Hongruixuan Chen; Cuiling Lan; Jian Song; Clifford Broni-Bediako; Junshi Xia; Naoto Yokoya (Zenodo, 2024)

SynRS3D : A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery. - Jian Song; Hongruixuan Chen; Weihao Xuan; Junshi Xia; Naoto Yokoya (Zenodo, 2024)

BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response. - Hongruixuan Chen; Jian Song; Olivier Dietrich; Clifford Broni-Bediako; Weihao Xuan; Junjue Wang; Xinlei Shao; Yimin Wei 008; Junshi Xia; Cuiling Lan; Konrad Schindler; Naoto Yokoya (Zenodo, 2025)

OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping. - Junshi Xia; Hongruixuan Chen; Clifford Broni-Bediako; Yimin Wei 008; Jian Song; Naoto Yokoya (Zenodo, 2025)

Plug-and-Play DISep: Separating Dense Instances for Scene-to-Pixel Weakly-Supervised Change Detection in High-Resolution Remote Sensing Images. - Zhenghui Zhao; Chen Wu 003; Lixiang Ru; Di Wang 023; Hongruixuan Chen; Cuiqun Chen (CoRR, 2025)

BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response. - Hongruixuan Chen; Jian Song; Olivier Dietrich; Clifford Broni-Bediako; Weihao Xuan; Junjue Wang; Xinlei Shao; Yimin Wei 008; Junshi Xia; Cuiling Lan; Konrad Schindler; Naoto Yokoya (CoRR, 2025)

OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping. - Junshi Xia; Hongruixuan Chen; Clifford Broni-Bediako; Yimin Wei 008; Jian Song; Naoto Yokoya (CoRR, 2025)

A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, Strategies, and Challenges. - Lei Ding 008; Danfeng Hong; Maofan Zhao; Hongruixuan Chen; Chenyu Li 002; Jie Deng 002; Naoto Yokoya; Lorenzo Bruzzone; Jocelyn Chanussot (CoRR, 2025)

BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response. - Hongruixuan Chen; Jian Song; Olivier Dietrich; Clifford Broni-Bediako; Weihao Xuan; Junjue Wang; Xinlei Shao; Yimin Wei 008; Junshi Xia; Cuiling Lan; Konrad Schindler; Naoto Yokoya (Zenodo, 2025)

OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping. - Junshi Xia; Hongruixuan Chen; Clifford Broni-Bediako; Yimin Wei 008; Jian Song; Naoto Yokoya (Zenodo, 2025)

Multi-label classification for multi-temporal, multi-spatial coral reef condition monitoring using vision foundation model with adapter learning. - Xinlei Shao; Hongruixuan Chen; Fan Zhao; Kirsty Magson; Jundong Chen 002; Peiran Li; Jiaqi Wang; Jun Sasaki (CoRR, 2025)

SARLANG-1M: A Benchmark for Vision-Language Modeling in SAR Image Understanding. - Yimin Wei 008; Aoran Xiao; Yexian Ren; Yuting Zhu; Hongruixuan Chen; Junshi Xia; Naoto Yokoya (CoRR, 2025)

Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction. - Jian Song; Hongruixuan Chen; Naoto Yokoya (CoRR, 2025)

DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and Response. - Junjue Wang; Weihao Xuan; Heli Qi; Zhihao Liu; Kunyi Liu; Yuhan Wu; Hongruixuan Chen; Jian Song; Junshi Xia; Zhuo Zheng; Naoto Yokoya (CoRR, 2025)

ChangeBridge: Spatiotemporal Image Generation with Multimodal Controls for Remote Sensing. - Zhenghui Zhao; Chen Wu 003; Di Wang 023; Hongruixuan Chen; Zhuo Zheng (CoRR, 2025)

HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. - Di Wang 023; Meiqi Hu; Yao Jin; Yuchun Miao; Jiaqi Yang 005; Yichu Xu; Xiaolei Qin; Jiaqi Ma 002; Lingyu Sun; Chenxing Li; Chuan Fu; Hongruixuan Chen; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2025)