| 2026 | AAAI | Event-Guided Super-Resolving Blurry Image via Asymmetric Integral Driven Consistency. | Chi Zhang, Xiang Zhang, Lei Yu, Gui-Song Xia, Yuming Fang, Wenhan Yang |
| 2026 | WACV | UniCalib: Targetless LiDAR-camera Calibration via Probabilistic Flow on Unified Depth Representations. | Shu Han, Xubo Zhu, Ji Wu, Ximeng Cai, Wen Yang, Huai Yu, Gui-Song Xia |
| 2025 | AAAI | Learning Fine-grained Domain Generalization via Hyperbolic State Space Hallucination. | Qi Bi, Jingjun Yi, Haolan Zhan, Wei Ji, Gui-Song Xia |
| 2025 | AAAI | VHM: Versatile and Honest Vision Language Model for Remote Sensing Image Analysis. | Chao Pang, Xingxing Weng, Jiang Wu, Jiayu Li, Yi Liu, Jiaxing Sun, Weijia Li, Shuai Wang, Litong Feng, Gui-Song Xia, Conghui He |
| 2025 | ACL | Bypass Back-propagation: Optimization-based Structural Pruning for Large Language Models via Policy Gradient. | Yuan Gao, Zujing Liu, Weizhong Zhang, Bo Du, Gui-Song Xia |
| 2025 | CVPR | UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation. | Lunhao Duan, Shanshan Zhao, Wenjun Yan, Yinglun Li, Qing-Guo Chen, Zhao Xu, Weihua Luo, Kaifu Zhang, Mingming Gong, Gui-Song Xia |
| 2025 | CVPR | Exploring Scene Affinity for Semi-Supervised LiDAR Semantic Segmentation. | Chuandong Liu, Xingxing Weng, Shuguo Jiang, Pengcheng Li, Lei Yu, Gui-Song Xia |
| 2025 | ICCV | AdaDCP: Learning an Adapter with Discrete Cosine Prior for Clear-to-Adverse Domain Generalization. | Qi Bi, Yixian Shen, Jingjun Yi, Gui-Song Xia |
| 2025 | ICCV | Fuse Before Transfer: Knowledge Fusion for Heterogeneous Distillation. | Guopeng Li, Qiang Wang, Ke Yan, Shouhong Ding, Yuan Gao, Gui-Song Xia |
| 2025 | ICCV | Beyond Pixel Uncertainty: Bounding the OoD Objects in Road Scenes. | Huachao Zhu, Zelong Liu, Zhichao Sun, Yuda Zou, Gui-Song Xia, Yongchao Xu |
| 2025 | ICRA | LiDAR-enhanced 3D Gaussian Splatting Mapping. | Jian Shen, Huai Yu, Ji Wu, Wen Yang, Gui-Song Xia |
| 2024 | AAAI | Patched Line Segment Learning for Vector Road Mapping. | Jiakun Xu, Bowen Xu, Gui-Song Xia, Liang Dong, Nan Xue |
| 2024 | CVPR | NEAT: Distilling 3D Wireframes from Neural Attraction Fields. | Nan Xue, Bin Tan, Yuxi Xiao, Liang Dong, Gui-Song Xia, Tianfu Wu, Yujun Shen |
| 2024 | CVPR | Anchor-based Robust Finetuning of Vision-Language Models. | Jinwei Han, Zhiwen Lin, Zhongyisun Sun, Yingguo Gao, Ke Yan, Shouhong Ding, Yuan Gao, Gui-Song Xia |
| 2024 | CVPR | Unleashing Unlabeled Data: A Paradigm for Cross-View Geo-Localization. | Guopeng Li, Ming Qian, Gui-Song Xia |
| 2024 | CVPR | 3D Building Reconstruction from Monocular Remote Sensing Images with Multi-level Supervisions. | Weijia Li, Haote Yang, Zhenghao Hu, Juepeng Zheng, Gui-Song Xia, Conghui He |
| 2024 | ICLR | Aux-NAS: Exploiting Auxiliary Labels with Negligibly Extra Inference Cost. | Yuan Gao, Weizhong Zhang, Wenhan Luo, Lin Ma, Jin-Gang Yu, Gui-Song Xia, Jiayi Ma |
| 2024 | ICML | DMTG: One-Shot Differentiable Multi-Task Grouping. | Yuan Gao, Shuguo Jiang, Moran Li, Jin-Gang Yu, Gui-Song Xia |
| 2024 | ICPR | Boosting Fine-Grained Oriented Object Detection via Text Features. | Beichen Zhou, Qi Bi, Jian Ding, Gui-Song Xia |
| 2024 | ICRA | QuadricsNet: Learning Concise Representation for Geometric Primitives in Point Clouds. | Ji Wu, Huai Yu, Wen Yang, Gui-Song Xia |
| 2023 | AAAI | Few-Shot Object Detection via Variational Feature Aggregation. | Jiaming Han, Yuqiang Ren, Jian Ding, Ke Yan, Gui-Song Xia |
| 2023 | CVPR | HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation. | Jian Ding, Nan Xue, Gui-Song Xia, Bernt Schiele, Dengxin Dai |
| 2023 | CVPR | OmniCity: Omnipotent City Understanding with Multi-Level and Multi-View Images. | Weijia Li, Yawen Lai, Linning Xu, Yuanbo Xiangli, Jinhua Yu, Conghui He, Gui-Song Xia, Dahua Lin |
| 2023 | CVPR | Level-S | Yuxi Xiao, Nan Xue, Tianfu Wu, Gui-Song Xia |
| 2023 | CVPR | Dynamic Coarse-to-Fine Learning for Oriented Tiny Object Detection. | Chang Xu, Jian Ding, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia |
| 2023 | ICCV | Sat2Density: Faithful Density Learning from Satellite-Ground Image Pairs. | Ming Qian, Jincheng Xiong, Gui-Song Xia, Nan Xue |
| 2023 | ICCV | Generalizing Event-Based Motion Deblurring in Real-World Scenarios. | Xiang Zhang, Lei Yu, Wen Yang, Jianzhuang Liu, Gui-Song Xia |
| 2022 | CVPR | Learning Local-Global Contextual Adaptation for Multi-Person Pose Estimation. | Nan Xue, Tianfu Wu, Gui-Song Xia, Liangpei Zhang |
| 2022 | CVPR | Decoupling Zero-Shot Semantic Segmentation. | Jian Ding, Nan Xue, Gui-Song Xia, Dengxin Dai |
| 2022 | CVPR | Expanding Low-Density Latent Regions for Open-Set Object Detection. | Jiaming Han, Yuqiang Ren, Jian Ding, Xingjia Pan, Ke Yan, Gui-Song Xia |
| 2022 | CVPR | Revisiting Document Image Dewarping by Grid Regularization. | Xiangwei Jiang, Rujiao Long, Nan Xue, Zhibo Yang, Cong Yao, Gui-Song Xia |
| 2022 | ECCV | RFLA: Gaussian Receptive Field Based Label Assignment for Tiny Object Detection. | Chang Xu, Jinwang Wang, Wen Yang, Huai Yu, Lei Yu, Gui-Song Xia |
| 2022 | ICLR | Partial Wasserstein Adversarial Network for Non-rigid Point Set Registration. | Ziming Wang, Nan Xue, Ling Lei, Gui-Song Xia |
| 2021 | CVPR | Deep Graph Matching Under Quadratic Constraint. | Quankai Gao, Fudong Wang, Nan Xue, Jin-Gang Yu, Gui-Song Xia |
| 2021 | CVPR | ReDet: A Rotation-Equivariant Detector for Aerial Object Detection. | Jiaming Han, Jian Ding, Nan Xue, Gui-Song Xia |
| 2021 | CVPR | Event-Based Synthetic Aperture Imaging With a Hybrid Network. | Xiang Zhang, Wei Liao, Lei Yu, Wen Yang, Gui-Song Xia |
| 2021 | ICCV | 3D Building Reconstruction from Monocular Remote Sensing Images. | Weijia Li, Lingxuan Meng, Jinwang Wang, Conghui He, Gui-Song Xia, Dahua Lin |
| 2021 | ICCV | Parsing Table Structures in the Wild. | Rujiao Long, Wen Wang, Nan Xue, Feiyu Gao, Zhibo Yang, Yongpan Wang, Gui-Song Xia |
| 2021 | ICCV | PlaneTR: Structure-Guided Transformers for 3D Plane Recovery. | Bin Tan, Nan Xue, Song Bai, Tianfu Wu, Gui-Song Xia |
| 2021 | ICCV | Motion Deblurring with Real Events. | Fang Xu, Lei Yu, Bishan Wang, Wen Yang, Gui-Song Xia, Xu Jia, Zhendong Qiao, Jianzhuang Liu |
| 2021 | IGARSS | Toward Dataset Construction for Remote Sensing Image Interpretation. | Yang Long, Gui-Song Xia, Wen Yang, Liangpei Zhang, Deren Li |
| 2021 | IGARSS | Temporal Relations Matter: A Two-Pathway Network for Aerial Video Recognition. | Pu Jin, Lichao Mou, Yuansheng Hua, Gui-Song Xia, Xiao Xiang Zhu |
| 2021 | IGARSS | Anomaly Detection in Aerial Videos Via Future Frame Prediction Networks. | Pu Jin, Lichao Mou, Gui-Song Xia, Xiao Xiang Zhu |
| 2020 | CVPR | FGN: Fully Guided Network for Few-Shot Instance Segmentation. | Zhibo Fan, Jin-Gang Yu, Zhihao Liang, Jiarong Ou, Changxin Gao, Gui-Song Xia, Yuanqing Li |
| 2020 | CVPR | Implicit Euler ODE Networks for Single-Image Dehazing. | Jiawei Shen, Zhuoyan Li, Lei Yu, Gui-Song Xia, Wen Yang |
| 2020 | CVPR | Zero-Assignment Constraint for Graph Matching With Outliers. | Fudong Wang, Nan Xue, Jin-Gang Yu, Gui-Song Xia |
| 2020 | CVPR | Holistically-Attracted Wireframe Parsing. | Nan Xue, Tianfu Wu, Song Bai, Fudong Wang, Gui-Song Xia, Liangpei Zhang, Philip H. S. Torr |
| 2020 | ECCV | Event Enhanced High-Quality Image Recovery. | Bishan Wang, Jingwei He, Lei Yu, Gui-Song Xia, Wen Yang |
| 2020 | IGARSS | Instance Segmentation with Oriented Proposals for Aerial Images. | Ting Pan, Jian Ding, Jinwang Wang, Wen Yang, Gui-Song Xia |
| 2020 | ICPR | Tiny Object Detection in Aerial Images. | Jinwang Wang, Wen Yang, Haowen Guo, Ruixiang Zhang, Gui-Song Xia |
| 2019 | CVPR | Learning RoI Transformer for Oriented Object Detection in Aerial Images. | Jian Ding, Nan Xue, Yang Long, Gui-Song Xia, Qikai Lu |
| 2019 | CVPR | Learning Attraction Field Representation for Robust Line Segment Detection. | Nan Xue, Song Bai, Fudong Wang, Gui-Song Xia, Tianfu Wu, Liangpei Zhang |
| 2019 | CVPR | Learning to Calibrate Straight Lines for Fisheye Image Rectification. | Zhucun Xue, Nan Xue, Gui-Song Xia, Weiming Shen |
| 2019 | CVPR | Multi-Scale Weighted Branch Network for Remote Sensing Image Classification. | Kunping Yang, Zicheng Liu, Qikai Lu, Gui-Song Xia |
| 2019 | CVPR | iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images. | Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman H. Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, Xiang Bai |
| 2019 | IGARSS | Mental Retrieval of Large-Scale Satellite Images Via Learned Sketch-Image Deep Features. | Fang Xu, Ruixiang Zhang, Wen Yang, Gui-Song Xia |
| 2019 | IGARSS | Multi-Level Fusion of the Multi-Receptive Fields Contextual Networks and Disparity Network for Pairwise Semantic Stereo. | Hongyu Chen, Manhui Lin, Hongyan Zhang, Guangyi Yang, Gui-Song Xia, Xianwei Zheng, Liangpei Zhang |
| 2018 | CVPR | Rotation-Sensitive Regression for Oriented Scene Text Detection. | Minghui Liao, Zhen Zhu, Baoguang Shi, Gui-Song Xia, Xiang Bai |
| 2018 | CVPR | DOTA: A Large-Scale Dataset for Object Detection in Aerial Images. | Gui-Song Xia, Xiang Bai, Jian Ding, Zhen Zhu, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang |
| 2018 | ECCV | Adaptively Transforming Graph Matching. | Fudong Wang, Nan Xue, Yipeng Zhang, Xiang Bai, Gui-Song Xia |
| 2018 | ICPR | ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18). | Jian Ding, Zhen Zhu, Gui-Song Xia, Xiang Bai, Serge J. Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang |
| 2018 | IGARSS | Large-Scale Land Cover Classification in Gaofen-2 Satellite Imagery. | Xin-Yi Tong, Qikai Lu, Gui-Song Xia, Liangpei Zhang |
| 2018 | ICPR | Delving into the Synthesizability of Dynamic Texture Samples. | Feng Yang, Gui-Song Xia, Dengxin Dai, Liangpei Zhang |
| 2018 | IGARSS | Accurate Building Detection in VHR Remote Sensing Images Using Geometric Saliency. | Jin Huang, Gui-Song Xia, Fan Hu, Liangpei Zhang |
| 2018 | IGARSS | Recent Advances and Opportunities in Scene Classification of Aerial Images with Deep Models. | Fan Hu, Gui-Song Xia, Wen Yang, Liangpei Zhang |
| 2018 | IGARSS | AID++: An Updated Version of AID on Scene Classification. | Pu Jin, Gui-Song Xia, Fan Hu, Qikai Lu, Liangpei Zhang |
| 2017 | ICIP | Sketch-based aerial image retrieval. | Tianbi Jiang, Gui-Song Xia, Qikai Lu |
| 2016 | ICPR | Texture synthesis through convolutional neural networks and spectrum constraints. | Gang Liu, Yann Gousseau, Gui-Song Xia |
| 2016 | ICPR | Locally warping-based image stitching by imposing line constraints. | Tianzhu Xiang, Gui-Song Xia, Liangpei Zhang, NingNing Huang |
| 2016 | IJCNN | Accurate object tracking by combining correlation filters and keypoints. | Xin Zhang, Zifeng Wang, Gui-Song Xia, Liangpei Zhang |
| 2016 | IGARSS | Mining the spatial distribution of visual words for scene classification. | Jingwen Hu, Menghan Li, Gui-Song Xia, Liangpei Zhang |
| 2015 | IGARSS | Finding edges of buildings via a junction process in high-resolution remotely sensed images. | Bowen Xu, Nan Xue, Gui-Song Xia, Liangpei Zhang |
| 2015 | IGARSS | Dissimilarity measurements for processing and analyzing PolSAR data: A survey. | Wen Yang, Hui Song, Gui-Song Xia, Carlos Lpez-Martnez |
| 2015 | IGARSS | A novel polarimetric-texture-structure descriptor for high-resolution PolSAR image classification. | Yu Bai, Wen Yang, Gui-Song Xia, Mingsheng Liao |
| 2015 | IGARSS | A benchmark for scene classification of high spatial resolution remote sensing imagery. | Jingwen Hu, Tianbi Jiang, Xinyi Tong, Gui-Song Xia, Liangpei Zhang |
| 2015 | IGARSS | Fast binary coding for satellite image scene classification. | Fan Hu, Zifeng Wang, Gui-Song Xia, Bin Luo, Liangpei Zhang |
| 2015 | IGARSS | A comparative study of sampling analysis in scene classification of high-resolution remote sensing imagery. | Jingwen Hu, Gui-Song Xia, Fan Hu, Hong Sun, Liangpei Zhang |
| 2014 | ICPR | Texture Analysis with Shape Co-occurrence Patterns. | Gang Liu, Gui-Song Xia, Wen Yang, Liangpei Zhang |
| 2014 | IGARSS | Spectral active clustering of remote sensing images. | Zifeng Wang, Gui-Song Xia, Caiming Xiong, Liangpei Zhang |
| 2014 | IGARSS | Anisotropic diffusion on complex tensor fields for PolSAR image filtering. | Nan Xue, Gui-Song Xia, Liangpei Zhang |
| 2014 | IGARSS | Semi-supervised feature learning for remote sensing image classification. | Xiaoshuang Yin, Wen Yang, Gui-Song Xia, Lixia Dong |
| 2014 | IGARSS | Unsupervised feature coding on local patch manifold for satellite image scene classification. | Fan Hu, Gui-Song Xia, Zifeng Wang, Liangpei Zhang, Hong Sun |
| 2014 | IGARSS | SAR image segmentation via non-local active contours. | Gang Liu, Gui-Song Xia, Wen Yang, Nan Xue |
| 2013 | ICVS | A Hierarchical Scheme of Multiple Feature Fusion for High-Resolution Satellite Scene Categorization. | Wen Shao, Wen Yang, Gui-Song Xia, Gang Liu |
| 2013 | IGARSS | A perception-inspired building index for automatic built-up area detection in high-resolution satellite images. | Gang Liu, Gui-Song Xia, Xin Huang, Wen Yang, Liangpei Zhang |
| 2013 | IGARSS | Change detection in multi-temporal TerraSAR-X SAR images using a hierarchical Markov model on regions. | Jie Liu, Wen Yang, Gui-Song Xia, Mingsheng Liao |
| 2012 | ICIP | Compact representations of stationary dynamic textures. | Gui-Song Xia, Sira Ferradans, Gabriel Peyr, Jean-Franois Aujol |
| 2012 | ICPR | An accurate and contrast invariant junction detector. | Gui-Song Xia, Julie Delon, Yann Gousseau |
| 2011 | BMVC | Texture Segmentation by Grouping Ellipse Ensembles via Active Contours. | Gui-Song Xia, Fei Yuan |
| 2010 | ICIP | Topographic gray level multiscale analysis and its application to histogram modification. | Chu He, Xinping Deng, Gui-Song Xia, Wen Yang, Hong Sun |
| 2010 | ICIP | Fast semantic scene segmentation with conditional random field. | Wen Yang, Dengxin Dai, Bill Triggs, Gui-Song Xia, Chu He |
| 2008 | ICPR | Locally invariant texture analysis from the topographic map. | Gui-Song Xia, Julie Delon, Yann Gousseau |
| 2007 | CVPR | Compositional Boosting for Computing Hierarchical Image Structures. | Tianfu Wu, Gui-Song Xia, Song Chun Zhu |