An Incremental Framework for Video-Based Traffic Sign Detection, Tracking, and Recognition. - Yuan Yuan 001; Zhitong Xiong; Qi Wang 009 (IEEE Trans. Intell. Transp. Syst., 2017)

AI-NET: Attention Inception Neural Networks for Hyperspectral Image Classification. - Zhitong Xiong; Yuan Yuan 001; Qi Wang 009 (IGARSS, 2018)

ACM: Adaptive Cross-Modal Graph Convolutional Neural Networks for RGB-D Scene Recognition. - Yuan Yuan 001; Zhitong Xiong; Qi Wang 009 (AAAI, 2019)

RGB-D Scene Recognition via Spatial-Related Multi-Modal Feature Learning. - Zhitong Xiong; Yuan Yuan 001; Qi Wang 009 (IEEE Access, 2019)

VSSA-NET: Vertical Spatial Sequence Attention Network for Traffic Sign Detection. - Yuan Yuan 001; Zhitong Xiong; Qi Wang 009 (IEEE Trans. Image Process., 2019)

Variational Context-Deformable ConvNets for Indoor Scene Parsing. - Zhitong Xiong; Yuan Yuan 001; Nianhui Guo; Qi Wang 009 (CVPR, 2020)

KALM: Key Area Localization Mechanism for Abnormality Detection in Musculoskeletal Radiographs. - Wei Huang; Zhitong Xiong; Qi Wang 009; Xuelong Li 001 (ICASSP, 2020)

BOTD: Bold Outline Text Detector. - Chuang Yang 003; Zhitong Xiong; Mulin Chen; Qi Wang 009; Xuelong Li 001 (CoRR, 2020)

MSN: Modality separation networks for RGB-D scene recognition. - Zhitong Xiong; Yuan Yuan 001; Qi Wang 009 (Neurocomputing, 2020)

THE Benchmark: Transferable Representation Learning for Monocular Height Estimation. - Zhitong Xiong; Wei Huang; Jingtao Hu; Yilei Shi; Qi Wang 009; Xiao Xiang Zhu 001 (CoRR, 2021)

ASK: Adaptively Selecting Key Local Features for RGB-D Scene Recognition. - Zhitong Xiong; Yuan Yuan 001; Qi Wang 009 (IEEE Trans. Image Process., 2021)

On the Generalization of the Semantic Segmentation Model for Landslide Detection. - Fahong Zhang 001; Yilei Shi; Qingsong Xu; Zhitong Xiong; Wei Yao; Xiao Xiang Zhu 001 (CDCEO@IJCAI, 2022)

Doubly Deformable Aggregation of Covariance Matrices for Few-Shot Segmentation. - Zhitong Xiong; Haopeng Li; Xiao Xiang Zhu 001 (ECCV (20), 2022)

Towards Global Forest Biomass Estimators from Tree Height Data. - Qian Song; Conrad M. Albrecht; Zhitong Xiong; Xiao Xiang Zhu 001 (IGARSS, 2022)

Knowledge Transfer for Label-Efficient Monocular Height Estimation. - Zhitong Xiong; Xiao Xiang Zhu 001 (IGARSS, 2022)

Disentangled Latent Transformer for Interpretable Monocular Height Estimation. - Zhitong Xiong; Sining Chen; Yilei Shi; Xiao Xiang Zhu 001 (CoRR, 2022)

EarthNets: Empowering AI in Earth Observation. - Zhitong Xiong; Fahong Zhang 001; Yi Wang 072; Yilei Shi; Xiao Xiang Zhu 001 (CoRR, 2022)

SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation. - Yi Wang 072; Nassim Ait Ali Braham; Zhitong Xiong; Chenying Liu 001; Conrad M. Albrecht; Xiao Xiang Zhu 001 (CoRR, 2022)

Gradient Matters: Designing Binarized Neural Networks via Enhanced Information-Flow. - Qi Wang 009; Nianhui Guo; Zhitong Xiong; Zeping Yin; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Hybrid Feature Aligned Network for Salient Object Detection in Optical Remote Sensing Imagery. - Qi Wang 009; Yanfeng Liu; Zhitong Xiong; Yuan Yuan 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Change Detection Meets Visual Question Answering. - Zhenghang Yuan; Lichao Mou; Zhitong Xiong; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

CM-Net: Concentric Mask Based Arbitrary-Shaped Text Detection. - Chuang Yang 003; Mulin Chen; Zhitong Xiong; Yuan Yuan 001; Qi Wang 009 (IEEE Trans. Image Process., 2022)

Looking Closer at the Scene: Multiscale Representation Learning for Remote Sensing Image Scene Classification. - Qi Wang 009; Wei Huang; Zhitong Xiong; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Polyhedron-Based Graph Neural Network for Compact Building Model Reconstruction. - Zhaiyu Chen; Yilei Shi; Zhitong Xiong; Xiao Xiang Zhu 001 (IGARSS, 2023)

Adaptive Bins for Monocular Height Estimation from Single Remote Sensing Images. - Sining Chen; Yilei Shi; Zhitong Xiong; Xiao Xiang Zhu 001 (IGARSS, 2023)

RSSOD-Bench: a Large-Scale Benchmark Dataset for Salient Object Detection in Optical Remote Sensing Imagery. - Zhitong Xiong; Yanfeng Liu; Qi Wang 009; Xiao Xiang Zhu 001 (IGARSS, 2023)

Exploring Geometric Deep Learning for Precipitation Nowcasting. - Shan Zhao 007; Sudipan Saha; Zhitong Xiong; Niklas Boers; Xiao Xiang Zhu 001 (IGARSS, 2023)

Pseudo Features Guided Self-training for Domain Adaptive Semantic Segmentation of Aerial Images. - Fahong Zhang 001; Yilei Shi; Zhitong Xiong; Xiao Xiang Zhu 001 (JURSE, 2023)

GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data. - Zhitong Xiong; Sining Chen; Yi Wang 072; Lichao Mou; Xiao Xiang Zhu 001 (CoRR, 2023)

PolyGNN: Polyhedron-based Graph Neural Network for 3D Building Reconstruction from Point Clouds. - Zhaiyu Chen; Yilei Shi; Liangliang Nan; Zhitong Xiong; Xiao Xiang Zhu 001 (CoRR, 2023)

DeCUR: decoupling common & unique representations for multimodal self-supervision. - Yi Wang 072; Conrad M. Albrecht; Nassim Ait Ali Braham; Chenying Liu 001; Zhitong Xiong; Xiao Xiang Zhu 001 (CoRR, 2023)

Biomass Estimation and Uncertainty Quantification From Tree Height. - Qian Song; Conrad M. Albrecht; Zhitong Xiong; Xiao Xiang Zhu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

HTC-DC Net: Monocular Height Estimation From Single Remote Sensing Images. - Sining Chen; Yilei Shi; Zhitong Xiong; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

AdaptMatch: Adaptive Matching for Semisupervised Binary Segmentation of Remote Sensing Images. - Wei Huang; Yilei Shi; Zhitong Xiong; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Distilling Knowledge From Super-Resolution for Efficient Remote Sensing Salient Object Detection. - Yanfeng Liu; Zhitong Xiong; Yuan Yuan 001; Qi Wang 009 (IEEE Trans. Geosci. Remote. Sens., 2023)

Transcending Pixels: Boosting Saliency Detection via Scene Understanding From Aerial Imagery. - Yanfeng Liu; Zhitong Xiong; Yuan Yuan 001; Qi Wang 009 (IEEE Trans. Geosci. Remote. Sens., 2023)

THE Benchmark: Transferable Representation Learning for Monocular Height Estimation. - Zhitong Xiong; Wei Huang; Jingtao Hu; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Parameter-Efficient Transfer Learning for Remote Sensing Image-Text Retrieval. - Yuan Yuan 001; Yang Zhan 007; Zhitong Xiong (IEEE Trans. Geosci. Remote. Sens., 2023)

RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data. - Yang Zhan 007; Zhitong Xiong; Yuan Yuan 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Pseudo Features-Guided Self-Training for Domain Adaptive Semantic Segmentation of Satellite Images. - Fahong Zhang 001; Yilei Shi; Zhitong Xiong; Wei Huang; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Cross-city Landuse classification of remote sensing images via deep transfer learning. - Xiangyu Zhao 002; Jingliang Hu; Lichao Mou; Zhitong Xiong; Xiao Xiang Zhu 001 (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Mono3DVG: 3D Visual Grounding in Monocular Images. - Yang Zhan 007; Yuan Yuan 001; Zhitong Xiong (AAAI, 2024)

UrbanSARFloods: Sentinel-1 SLC-Based Benchmark Dataset for Urban and Open-Area Flood Mapping. - Jie Zhao 021; Zhitong Xiong; Xiao Xiang Zhu 001 (CVPR Workshops, 2024)

Representation Enhancement-Stabilization: Reducing Bias-Variance of Domain Generalization. - Wei Huang; Yilei Shi; Zhitong Xiong; Xiao Xiang Zhu 001 (ECCV (36), 2024)

Decoupling Common and Unique Representations for Multimodal Self-supervised Learning. - Yi Wang 072; Conrad M. Albrecht; Nassim Ait Ali Braham; Chenying Liu 001; Zhitong Xiong; Xiao Xiang Zhu 001 (ECCV (29), 2024)

Disentangling Semi-Supervised Semantic Segmentation of Remote Sensing Images. - Wei Huang; Yilei Shi; Zhitong Xiong; Xiao Xiang Zhu 001 (IGARSS, 2024)

One for All: Toward Unified Foundation Models for Earth Vision. - Zhitong Xiong; Yi Wang 072; Fahong Zhang 001; Xiao Xiang Zhu 001 (IGARSS, 2024)

Efficient Subseasonal Weather Forecast Using Teleconnection-Informed Transformers. - Shan Zhao 007; Zhitong Xiong; Xiao Xiang Zhu 001 (IGARSS, 2024)

SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model. - Yang Zhan 007; Zhitong Xiong; Yuan Yuan 001 (CoRR, 2024)

ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation Models. - Zhenghang Yuan; Zhitong Xiong; Lichao Mou; Xiao Xiang Zhu 001 (CoRR, 2024)

Causal Graph Neural Networks for Wildfire Danger Prediction. - Shan Zhao 007; Ioannis Prapas; Ilektra Karasante; Zhitong Xiong; Ioannis Papoutsis; Gustau Camps-Valls; Xiao Xiang Zhu 001 (CoRR, 2024)

Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities. - Zhitong Xiong; Yi Wang 072; Fahong Zhang 001; Adam J. Stewart; Joëlle Hanna; Damian Borth; Ioannis Papoutsis; Bertrand Le Saux; Gustau Camps-Valls; Xiao Xiang Zhu 001 (CoRR, 2024)

On the Foundations of Earth and Climate Foundation Models. - Xiao Xiang Zhu 001; Zhitong Xiong; Yi Wang 072; Adam J. Stewart; Konrad Heidler; Yuanyuan Wang 002; Zhenghang Yuan; Thomas Dujardin; Qingsong Xu; Yilei Shi (CoRR, 2024)

Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation. - Shan Zhao 007; Zhaiyu Chen; Zhitong Xiong; Yilei Shi; Sudipan Saha; Xiao Xiang Zhu 001 (CoRR, 2024)

Self-Supervised Pretraining With Monocular Height Estimation for Semantic Segmentation. - Zhitong Xiong; Sining Chen; Yilei Shi; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Few-Shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects. - Fahong Zhang 001; Yilei Shi; Zhitong Xiong; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Detail-Preserving and Diverse Image Translation for Adverse Visual Object Detection. - Guolong Sun; Zhitong Xiong; Yuan Yuan 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation. - Leonard Waldmann; Ando Shah; Yi Wang 072; Nils Lehmann; Adam J. Stewart; Zhitong Xiong; Xiao Xiang Zhu 001; Stefan Bauer; John Chuang (CVPR Workshops, 2025)

Soil organic carbon estimation using spaceborne hyperspectral composites on a large scale. - Xiangyu Zhao 002; Zhitong Xiong; Paul Karlshöfer; Nikolaos Tziolas; Martin Wiesmeier; Uta Heiden; Xiao Xiang Zhu 001 (Int. J. Appl. Earth Obs. Geoinformation, 2025)

Semi-Supervised Building Footprint Extraction Using Debiased Pseudo-Labels. - Wei Huang; Ziqi Gu; Yilei Shi; Zhitong Xiong; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

RainScaler: A Physics-Inspired Network for Precipitation Correction and Downscaling. - Shan Zhao 007; Zhitong Xiong; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2025)

GeoLangBind: Unifying Earth Observation with Agglomerative Vision-Language Foundation Models. - Zhitong Xiong; Yi Wang 072; Weikang Yu; Adam J. Stewart; Jie Zhao 021; Nils Lehmann; Thomas Dujardin; Zhenghang Yuan; Pedram Ghamisi; Xiao Xiang Zhu 001 (CoRR, 2025)

Towards a Unified Copernicus Foundation Model for Earth Vision. - Yi Wang 072; Zhitong Xiong; Chenying Liu 001; Adam J. Stewart; Thomas Dujardin; Nikolaos-Ioannis Bountos; Angelos Zavras; Franziska Gerken; Ioannis Papoutsis; Laura Leal-Taixé; Xiao Xiang Zhu 001 (CoRR, 2025)

ExEBench: Benchmarking Foundation Models on Extreme Earth Events. - Shan Zhao 007; Zhitong Xiong; Jie Zhao 021; Xiao Xiang Zhu 001 (CoRR, 2025)

GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification. - Yang Mu; Zhitong Xiong; Yi Wang 072; Muhammad Shahzad 002; Franz Essl; Mark van Kleunen; Xiao Xiang Zhu 001 (CoRR, 2025)

REOBench: Benchmarking Robustness of Earth Observation Foundation Models. - Xiang Li 001; Yong Tao; Siyuan Zhang; Siwei Liu 001; Zhitong Xiong; Chunbo Luo; Lu Liu; Mykola Pechenizkiy; Xiao Xiang Zhu 001; Tianjin Huang (CoRR, 2025)

EarthMind: Towards Multi-Granular and Multi-Sensor Earth Observation with Large Multimodal Models. - Yan Shu; Bin Ren; Zhitong Xiong; Danda Pani Paudel; Luc Van Gool; Begüm Demir; Nicu Sebe; Paolo Rota (CoRR, 2025)