Hongruixuan Chen

55 papers A* 1A 1C 3Journal 49Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CrossEarth-SAR: A SAR-Centric and Billion-Scale Geospatial Foundation Model for Domain Generalizable Semantic Segmentation. CoRR Ziqi Ye, Ziyang Gong, Ning Liao, Xiaoxing Hu, Di Wang, Hongruixuan Chen, Chen Huang, Yiguo He, Yuru Jia, Xiaoxing Wang, Haipeng Wang, Xue Yang, Junchi Yan
2026	J	`jnl`	CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. Ziyang Gong, Zhixiang Wei, Di Wang, Xiaoxing Hu, Xianzheng Ma, Hongruixuan Chen, Yuru Jia, Yupeng Deng, Zhenming Ji, Xiangwei Zhu, Xue Yang, Naoto Yokoya, Jing Zhang, Bo Du, Junchi Yan, Liangpei Zhang
2026	J	`jnl`	Experience-Driven Multi-Agent Systems Are Training-free Context-aware Earth Observers. CoRR Pengyu Dai, Weihao Xuan, Junjue Wang, Hongruixuan Chen, Jian Song, Yafei Ou, Naoto Yokoya
2026	J	`jnl`	MM-OVSeg:Multimodal Optical-SAR Fusion for Open-Vocabulary Segmentation in Remote Sensing. CoRR Yimin Wei, Aoran Xiao, Hongruixuan Chen, Junshi Xia, Naoto Yokoya
2026	J	`jnl`	Multi-Modal Building Change Detection for Large-Scale Small Changes: Benchmark and Baseline. CoRR Ye Wang, Wei Lu, Zhihui You, Keyan Chen, Tongfei Liu, Kaiyu Li, Hongruixuan Chen, Qing-Ling Shu, Sibao Chen
2025	J	`jnl`	A Survey of Sample-Efficient Deep Learning for Change Detection in Remote Sensing: Tasks, Strategies, and Challenges. CoRR Lei Ding, Danfeng Hong, Maofan Zhao, Hongruixuan Chen, Chenyu Li, Jie Deng, Naoto Yokoya, Lorenzo Bruzzone, Jocelyn Chanussot
2025	J	`jnl`	Advancing Weakly-Supervised Change Detection in Satellite Images via Adversarial Class Prompting. CoRR Zhenghui Zhao, Chen Wu, Di Wang, Hongruixuan Chen, Cuiqun Chen, Zhuo Zheng, Bo Du, Liangpei Zhang
2025	J	`jnl`	Advancing Weakly-Supervised Change Detection in Satellite Images via Adversarial Class Prompting. IEEE Trans. Image Process. Zhenghui Zhao, Chen Wu, Di Wang, Hongruixuan Chen, Cuiqun Chen, Zhuo Zheng, Bo Du, Liangpei Zhang
2025	J	`jnl`	BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response. CoRR Hongruixuan Chen, Jian Song, Olivier Dietrich, Clifford Broni-Bediako, Weihao Xuan, Junjue Wang, Xinlei Shao, Yimin Wei, Junshi Xia, Cuiling Lan, Konrad Schindler, Naoto Yokoya
2025	J	`jnl`	ChangeBridge: Spatiotemporal Image Generation with Multimodal Controls for Remote Sensing. CoRR Zhenghui Zhao, Chen Wu, Di Wang, Hongruixuan Chen, Zhuo Zheng
2025	J	`jnl`	DisasterM3: A Remote Sensing Vision-Language Dataset for Disaster Damage Assessment and Response. CoRR Junjue Wang, Weihao Xuan, Heli Qi, Zhihao Liu, Kunyi Liu, Yuhan Wu, Hongruixuan Chen, Jian Song, Junshi Xia, Zhuo Zheng, Naoto Yokoya
2025	J	`jnl`	Enhancing Monocular Height Estimation via Sparse LiDAR-Guided Correction. CoRR Jian Song, Hongruixuan Chen, Naoto Yokoya
2025	J	`jnl`	HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. IEEE Trans. Pattern Anal. Mach. Intell. Di Wang, Meiqi Hu, Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang
2025	J	`jnl`	Multi-label classification for multi-temporal, multi-spatial coral reef condition monitoring using vision foundation model with adapter learning. CoRR Xinlei Shao, Hongruixuan Chen, Fan Zhao, Kirsty Magson, Jundong Chen, Peiran Li, Jiaqi Wang, Jun Sasaki
2025	J	`jnl`	OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping. CoRR Junshi Xia, Hongruixuan Chen, Clifford Broni-Bediako, Yimin Wei, Jian Song, Naoto Yokoya
2025	J	`jnl`	Plug-and-Play DISep: Separating Dense Instances for Scene-to-Pixel Weakly-Supervised Change Detection in High-Resolution Remote Sensing Images. CoRR Zhenghui Zhao, Chen Wu, Lixiang Ru, Di Wang, Hongruixuan Chen, Cuiqun Chen
2025	J	`jnl`	SARLANG-1M: A Benchmark for Vision-Language Modeling in SAR Image Understanding. CoRR Yimin Wei, Aoran Xiao, Yexian Ren, Yuting Zhu, Hongruixuan Chen, Junshi Xia, Naoto Yokoya
2024	J	`jnl`	C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images. CoRR Chengxi Han, Chen Wu, Meiqi Hu, Jiepan Li, Hongruixuan Chen
2024	J	`jnl`	C2F-SemiCD: A Coarse-to-Fine Semi-Supervised Change Detection Method Based on Consistency Regularization in High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. Chengxi Han, Chen Wu, Meiqi Hu, Jiepan Li, Hongruixuan Chen
2024	J	`jnl`	Change Detection Between Optical Remote Sensing Imagery and Map Data via Segment Anything Model (SAM). CoRR Hongruixuan Chen, Jian Song, Naoto Yokoya
2024	C	`conf`	Change Detection between Optical Remote Sensing Imagery and Map Data Via Segment Anything Model (SAM). IGARSS Hongruixuan Chen, Jian Song, Naoto Yokoya
2024	J	`jnl`	Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery. CoRR Chengxi Han, Chen Wu, Haonan Guo, Meiqi Hu, Jiepan Li, Hongruixuan Chen
2024	J	`jnl`	ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model. IEEE Trans. Geosci. Remote. Sens. Hongruixuan Chen, Jian Song, Chengxi Han, Junshi Xia, Naoto Yokoya
2024	J	`jnl`	ChangeMamba: Remote Sensing Change Detection with Spatio-Temporal State Space Model. CoRR Hongruixuan Chen, Jian Song, Chengxi Han, Junshi Xia, Naoto Yokoya
2024	J	`jnl`	CrossEarth: Geospatial Vision Foundation Model for Domain Generalizable Remote Sensing Semantic Segmentation. CoRR Ziyang Gong, Zhixiang Wei, Di Wang, Xianzheng Ma, Hongruixuan Chen, Yuru Jia, Yupeng Deng, Zhenming Ji, Xiangwei Zhu, Naoto Yokoya, Jing Zhang, Bo Du, Liangpei Zhang
2024	J	`jnl`	Deep learning for multi-label classification of coral conditions in the Indo-Pacific via underwater photogrammetry. CoRR Xinlei Shao, Hongruixuan Chen, Kirsty Magson, Jiaqi Wang, Jian Song, Jundong Chen, Jun Sasaki
2024	J	`jnl`	Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark. CoRR Clifford Broni-Bediako, Junshi Xia, Jian Song, Hongruixuan Chen, Mennatullah Siam, Naoto Yokoya
2024	J	`jnl`	Generalized Few-Shot Semantic Segmentation in Remote Sensing: Challenge and Benchmark. IEEE Geosci. Remote. Sens. Lett. Clifford Broni-Bediako, Junshi Xia, Jian Song, Hongruixuan Chen, Mennatullah Siam, Naoto Yokoya
2024	J	`jnl`	HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images. CoRR Chengxi Han, Chen Wu, Haonan Guo, Meiqi Hu, Hongruixuan Chen
2024	J	`jnl`	HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. CoRR Di Wang, Meiqi Hu, Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang
2024	J	`jnl`	ObjFormer: Learning Land-Cover Changes From Paired OSM Data and Optical High-Resolution Imagery via Object-Guided Transformer. IEEE Trans. Geosci. Remote. Sens. Hongruixuan Chen, Cuiling Lan, Jian Song, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya
2024	C	`conf`	OpenEarthMap Benchmark Suite and Its Applications. IGARSS Naoto Yokoya, Junshi Xia, Clifford Broni-Bediako, Jian Song, Hongruixuan Chen
2024	A*	`conf`	SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery. NeurIPS Jian Song, Hongruixuan Chen, Weihao Xuan, Junshi Xia, Naoto Yokoya
2024	J	`jnl`	SynRS3D: A Synthetic Dataset for Global 3D Semantic Understanding from Monocular Remote Sensing Imagery. CoRR Jian Song, Hongruixuan Chen, Weihao Xuan, Junshi Xia, Naoto Yokoya
2024	A	`conf`	SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection. WACV Jian Song, Hongruixuan Chen, Naoto Yokoya
2023	J	`jnl`	Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Chengxi Han, Chen Wu, Haonan Guo, Meiqi Hu, Jiepan Li, Hongruixuan Chen
2023	J	`jnl`	Exchange means change: an unsupervised single-temporal change detection framework based on intra- and inter-image patch exchange. CoRR Hongruixuan Chen, Jian Song, Chen Wu, Bo Du, Naoto Yokoya
2023	J	`jnl`	HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Chengxi Han, Chen Wu, Haonan Guo, Meiqi Hu, Hongruixuan Chen
2023	J	`jnl`	Land-cover change detection using paired OpenStreetMap data and optical high-resolution imagery via object-guided Transformer. CoRR Hongruixuan Chen, Cuiling Lan, Jian Song, Clifford Broni-Bediako, Junshi Xia, Naoto Yokoya
2023	J	`jnl`	SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection. CoRR Jian Song, Hongruixuan Chen, Naoto Yokoya
2022	C	`conf`	Dual-Tasks Siamese Transformer Framework for Building Damage Assessment. IGARSS Hongruixuan Chen, Edoardo Nemni, Sofia Vallecorsa, Xi Li, Chen Wu, Lars Bromley
2022	J	`jnl`	Dual-Tasks Siamese Transformer Framework for Building Damage Assessment. CoRR Hongruixuan Chen, Edoardo Nemni, Sofia Vallecorsa, Xi Li, Chen Wu, Lars Bromley
2022	J	`jnl`	Unsupervised Change Detection in Multitemporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network. IEEE Trans. Cybern. Chen Wu, Hongruixuan Chen, Bo Du, Liangpei Zhang
2022	J	`jnl`	Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning. CoRR Hongruixuan Chen, Naoto Yokoya, Chen Wu, Bo Du
2022	J	`jnl`	Unsupervised Multimodal Change Detection Based on Structural Relationship Graph Representation Learning. IEEE Trans. Geosci. Remote. Sens. Hongruixuan Chen, Naoto Yokoya, Chen Wu, Bo Du
2021	J	`jnl`	An investigation of traffic density changes inside Wuhan during the COVID-19 epidemic with GF-2 time-series images. Int. J. Appl. Earth Obs. Geoinformation Chen Wu, Yinong Guo, Haonan Guo, Jingwen Yuan, Lixiang Ru, Hongruixuan Chen, Bo Du, Liangpei Zhang
2021	J	`jnl`	Towards Deep and Efficient: A Deep Siamese Self-Attention Fully Efficient Convolutional Network for Change Detection in VHR Images. CoRR Hongruixuan Chen, Chen Wu, Bo Du
2021	J	`jnl`	Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer. CoRR Hongruixuan Chen, Chen Wu, Yonghao Xu, Bo Du
2020	J	`jnl`	A Measurement of Transportation Ban inside Wuhan on the COVID-19 Epidemic by Vehicle Detection in Remote Sensing Imagery. CoRR Chen Wu, Jingwen Yuan, Lixiang Ru, Hongruixuan Chen, Bo Du, Liangpei Zhang
2020	J	`jnl`	Change Detection in Multisource VHR Images via Deep Siamese Convolutional Multiple-Layers Recurrent Neural Network. IEEE Trans. Geosci. Remote. Sens. Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang, Le Wang
2020	J	`jnl`	DSDANet: Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection. CoRR Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang
2020	J	`jnl`	Deep Siamese Domain Adaptation Convolutional Neural Network for Cross-domain Change Detection in Multispectral Images. CoRR Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang
2019	—	`conf`	Deep Siamese Multi-scale Convolutional Network for Change Detection in Multi-temporal VHR Images. MultiTemp Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang
2019	J	`jnl`	Deep Siamese Multi-scale Convolutional Network for Change Detection in Multi-temporal VHR Images. CoRR Hongruixuan Chen, Chen Wu, Bo Du, Liangpei Zhang
2019	J	`jnl`	Unsupervised Change Detection in Multi-temporal VHR Images Based on Deep Kernel PCA Convolutional Mapping Network. CoRR Chen Wu, Hongruixuan Chen, Bo Du, Liangpei Zhang