📝 Selected Publications

🎙 Large Vision Language Models

TGRS 2025

AirSpatialBot: A Spatially-Aware Aerial Agent for Fine-Grained Vehicle Attribute Recognization and Retrieval
Yue Zhou, Ran Ding, Xue Yang, Xue Jiang, Xingzhao Liu

• The first remote sensing large vision language model with 3D visual grounding capability.

• Project |

arXiv 2024

GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding
Yue Zhou, Mengcheng Lan, Xiang Li, Litong Feng, Yiping Ke, Xue Jiang, Qingyun Li, Xue Yang, Wayne Zhang

• Project |

• IGARSS 2025 AirAgent: An assistant for zero-shot fine-grained target attribute recognition in aerial imagery, Ran Ding, Yue Zhou, et al.
• ICLR 2025 Text4Seg: Reimagining Image Segmentation as Text Generation, Mengcheng Lan, Chaofeng Chen, Yue Zhou, et al.
• arXiv 2024 Towards Vision-Language Geo-Foundation Model: A Survey, Yue Zhou, Litong Feng, et al.

📚 Adversarial attack

TGRS 2024

DGA: Direction-Guided Attack Against Optical Aerial Detection in Camera Shooting Direction-Agnostic Scenarios
Yue Zhou, Shuqi Sun, et al.

• The first direction-guided attack against aerial detectors.

• Project |

• RS 2023 CamoNet: A Target Camouflage Network for Remote Sensing Images Based on Adversarial Attack, Yue Zhou, Wanghan Jiang, et al.
• IGARSS 2023 Adversarial Example Generation Method for Object Detection in Remote Sensing Images, Wanghan Jiang, Yue Zhou, et al.

⚽️ Rotated Object Detection

ACM MM 2022

MMRotate: A rotated object detection benchmark using pytorch
Yue Zhou, Xue Yang, et al. (Oral)

• A unified rotated object detection toolbox and benchmark.

• Project |

• ICASSP 2024 AlphaRotate: A Rotation Detection Benchmark using TensorFlow, Xue Yang, Yue Zhou, et al.
• ICLR 2023 The KFIoU loss for rotated object detection, Xue Yang, Yue Zhou, et al. Project
• NeurIPS 2023 H2rbox-v2: Boosting hbox-supervised oriented object detection via symmetric learning, Yi Yu, Xue Yang, Qingyun Li, Yue Zhou, et al. Project
• ICLR 2023 The KFIoU loss for rotated object detection, Xue Yang, Yue Zhou, et al. Project
• ICLR 2023 H2RBox: Horizonal box annotation is all you need for oriented object detection, Xue Yang, Gefan Zhang, Wentong Li, Xuehui Wang, Yue Zhou, et al. Project
• JSTARS 2023 A semi-supervised arbitrary-oriented SAR ship detection network based on interference consistency learning and pseudo label calibration, Yue Zhou, Xue Jiang, et al.
• TPAMI 2022 Detecting rotated objects as gaussian distributions and its 3-d generalization, Xue Yang, Gefan Zhang, Xiaojiang Yang, Yue Zhou, et al.
• arXiv 2022 Rtmdet: An empirical study of designing real-time object detectors, Chengqi Lyu, Wenwei Zhang, Haian Huang, Yue Zhou, et al. Project
• JSTARS 2022 PVT-SAR: An arbitrarily oriented SAR ship detector with pyramid vision transformer, Yue Zhou, Xue Jiang, et al.
• IGARSS 2022 Benchmark for Arbitrary-Oriented SAR Ship Detection, Yue Zhou, Xue Jiang, et al.
• IGARSS 2021 Arbitrary-oriented SAR ship detection via frequency learning, Yue Zhou, Xue Jiang, et al. (Oral)
• CVPR 2020 Dense label encoding for boundary discontinuity free rotation detection, Xue Yang, Liping Hou, Yue Zhou, et al.

🚢 SAR Automatic Target Recognition

• TIM 2025 Integrating Local and Global Features via CNN and Mamba for Semi-Supervised Change Detection, Ze Zhang, Yue Zhou, et al.
• GRSL 2023 GRD: An ultra-lightweight SAR ship detector based on global relationship distillation, Yue Zhou, Xue Jiang, et al.
• RS 2021 SAR ship detection dataset (SSDD): Official release and comprehensive data analysis, Tianwen Zhang, Xiaoling Zhang, Jianwei Li, Xiaowo Xu, Baoyou Wang, Xu Zhan, Yanqin Xu, Xiao Ke, Tianjiao Zeng, Hao Su, Israr Ahmad, Dece Pan, Chang Liu, Yue Zhou, et al. (Best Paper)
• GARSS 2020 SAR Target Classification with Limited Data via Data Driven Active Learning, Yue Zhou, Xue Jiang, et al.
• RS 2020 LS-SSDD-v1. 0: A deep learning dataset dedicated to small ship detection from large-scale Sentinel-1 SAR images, Tianwen Zhang, Xiaoling Zhang, Xiao Ke, Xu Zhan, Jun Shi, Shunjun Wei, Dece Pan, Jianwei Li, Hao Su, Yue Zhou, et al.
• GARSS 2020 Convolutional neural network-based dictionary learning for SAR target recognition, L Tao, Yue Zhou, et al.