Zhitong Xiong

87 papers A* 3C 10Misc 1Journal 66Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
EO-VAE: Towards A Multi-sensor Tokenizer for Earth Observation Data.
CoRR
Nils Lehmann, Yi Wang, Zhitong Xiong, Xiao Xiang Zhu
2026 J jnl
GeoHeight-Bench: Towards Height-Aware Multimodal Reasoning in Remote Sensing.
CoRR
Xuran Hu, Zhitong Xiong, Zhongcheng Hong, Yifang Ban, Xiao Xiang Zhu, Wufan Zhao
2026 J jnl
TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation.
CoRR
Yan Shu, Bin Ren, Zhitong Xiong, Xiao Xiang Zhu, Begüm Demir, Nicu Sebe, Paolo Rota
2025 J jnl
EarthMind: Towards Multi-Granular and Multi-Sensor Earth Observation with Large Multimodal Models.
CoRR
Yan Shu, Bin Ren, Zhitong Xiong, Danda Pani Paudel, Luc Van Gool, Begüm Demir, Nicu Sebe, Paolo Rota
2025 J jnl
ExEBench: Benchmarking Foundation Models on Extreme Earth Events.
CoRR
Shan Zhao, Zhitong Xiong, Jie Zhao, Xiao Xiang Zhu
2025 J jnl
GeoLangBind: Unifying Earth Observation with Agglomerative Vision-Language Foundation Models.
CoRR
Zhitong Xiong, Yi Wang, Weikang Yu, Adam J. Stewart, Jie Zhao, Nils Lehmann, Thomas Dujardin, Zhenghang Yuan, Pedram Ghamisi, Xiao Xiang Zhu
2025 J jnl
GlobalGeoTree: A Multi-Granular Vision-Language Dataset for Global Tree Species Classification.
CoRR
Yang Mu, Zhitong Xiong, Yi Wang, Muhammad Shahzad, Franz Essl, Mark van Kleunen, Xiao Xiang Zhu
2025 J jnl
Height-Assisted Semi-Supervised Building Footprint Extraction From Optical Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Wei Huang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
2025 J jnl
Hierarchical Semi-Supervised Active Learning for Remote Sensing.
CoRR
Wei Huang, Zhitong Xiong, Chenying Liu, Xiao Xiang Zhu
2025 — conf
Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation.
CVPR Workshops
Leonard Waldmann, Ando Shah, Yi Wang, Nils Lehmann, Adam J. Stewart, Zhitong Xiong, Xiao Xiang Zhu, Stefan Bauer, John Chuang
2025 J jnl
Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation.
CoRR
Leonard Waldmann, Ando Shah, Yi Wang, Nils Lehmann, Adam J. Stewart, Zhitong Xiong, Xiao Xiang Zhu, Stefan Bauer, John Chuang
2025 J jnl
REOBench: Benchmarking Robustness of Earth Observation Foundation Models.
CoRR
Xiang Li, Yong Tao, Siyuan Zhang, Siwei Liu, Zhitong Xiong, Chunbo Luo, Lu Liu, Mykola Pechenizkiy, Xiao Xiang Zhu, Tianjin Huang
2025 J jnl
RainScaler: A Physics-Inspired Network for Precipitation Correction and Downscaling.
IEEE Trans. Geosci. Remote. Sens.
Shan Zhao, Zhitong Xiong, Xiao Xiang Zhu
2025 J jnl
Semi-Supervised Building Footprint Extraction Using Debiased Pseudo-Labels.
IEEE Trans. Geosci. Remote. Sens.
Wei Huang, Ziqi Gu, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
2025 J jnl
Soil organic carbon estimation using spaceborne hyperspectral composites on a large scale.
Int. J. Appl. Earth Obs. Geoinformation
Xiangyu Zhao, Zhitong Xiong, Paul Karlshöfer, Nikolaos Tziolas, Martin Wiesmeier, Uta Heiden, Xiao Xiang Zhu
2025 J jnl
Towards a Unified Copernicus Foundation Model for Earth Vision.
CoRR
Yi Wang, Zhitong Xiong, Chenying Liu, Adam J. Stewart, Thomas Dujardin, Nikolaos-Ioannis Bountos, Angelos Zavras, Franziska Gerken, Ioannis Papoutsis, Laura Leal-Taixé, Xiao Xiang Zhu
2024 J jnl
Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation.
CoRR
Shan Zhao, Zhaiyu Chen, Zhitong Xiong, Yilei Shi, Sudipan Saha, Xiao Xiang Zhu
2024 J jnl
Causal Graph Neural Networks for Wildfire Danger Prediction.
CoRR
Shan Zhao, Ioannis Prapas, Ilektra Karasante, Zhitong Xiong, Ioannis Papoutsis, Gustau Camps-Valls, Xiao Xiang Zhu
2024 J jnl
ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation Models.
CoRR
Zhenghang Yuan, Zhitong Xiong, Lichao Mou, Xiao Xiang Zhu
2024 — conf
Decoupling Common and Unique Representations for Multimodal Self-supervised Learning.
ECCV (29)
Yi Wang, Conrad M. Albrecht, Nassim Ait Ali Braham, Chenying Liu, Zhitong Xiong, Xiao Xiang Zhu
2024 J jnl
Detail-Preserving and Diverse Image Translation for Adverse Visual Object Detection.
IEEE Trans. Circuits Syst. Video Technol.
Guolong Sun, Zhitong Xiong, Yuan Yuan
2024 C conf
Disentangling Semi-Supervised Semantic Segmentation of Remote Sensing Images.
IGARSS
Wei Huang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
2024 C conf
Efficient Subseasonal Weather Forecast Using Teleconnection-Informed Transformers.
IGARSS
Shan Zhao, Zhitong Xiong, Xiao Xiang Zhu
2024 J jnl
Efficient Subseasonal Weather Forecast using Teleconnection-informed Transformers.
CoRR
Shan Zhao, Zhitong Xiong, Xiao Xiang Zhu
2024 J jnl
Few-Shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects.
IEEE Trans. Geosci. Remote. Sens.
Fahong Zhang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
2024 A* conf
Mono3DVG: 3D Visual Grounding in Monocular Images.
AAAI
Yang Zhan, Yuan Yuan, Zhitong Xiong
2024 J jnl
Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities.
CoRR
Zhitong Xiong, Yi Wang, Fahong Zhang, Adam J. Stewart, Joëlle Hanna, Damian Borth, Ioannis Papoutsis, Bertrand Le Saux, Gustau Camps-Valls, Xiao Xiang Zhu
2024 J jnl
On the Foundations of Earth and Climate Foundation Models.
CoRR
Xiao Xiang Zhu, Zhitong Xiong, Yi Wang, Adam J. Stewart, Konrad Heidler, Yuanyuan Wang, Zhenghang Yuan, Thomas Dujardin, Qingsong Xu, Yilei Shi
2024 C conf
One for All: Toward Unified Foundation Models for Earth Vision.
IGARSS
Zhitong Xiong, Yi Wang, Fahong Zhang, Xiao Xiang Zhu
2024 J jnl
One for All: Toward Unified Foundation Models for Earth Vision.
CoRR
Zhitong Xiong, Yi Wang, Fahong Zhang, Xiao Xiang Zhu
2024 — conf
Representation Enhancement-Stabilization: Reducing Bias-Variance of Domain Generalization.
ECCV (36)
Wei Huang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
2024 J jnl
Self-Supervised Pretraining With Monocular Height Estimation for Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Zhitong Xiong, Sining Chen, Yilei Shi, Xiao Xiang Zhu
2024 J jnl
SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model.
CoRR
Yang Zhan, Zhitong Xiong, Yuan Yuan
2024 — conf
UrbanSARFloods: Sentinel-1 SLC-Based Benchmark Dataset for Urban and Open-Area Flood Mapping.
CVPR Workshops
Jie Zhao, Zhitong Xiong, Xiao Xiang Zhu
2024 J jnl
UrbanSARFloods: Sentinel-1 SLC-Based Benchmark Dataset for Urban and Open-Area Flood Mapping.
CoRR
Jie Zhao, Zhitong Xiong, Xiao Xiang Zhu
2023 J jnl
AdaptMatch: Adaptive Matching for Semisupervised Binary Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Wei Huang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
2023 C conf
Adaptive Bins for Monocular Height Estimation from Single Remote Sensing Images.
IGARSS
Sining Chen, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
2023 J jnl
Biomass Estimation and Uncertainty Quantification From Tree Height.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Qian Song, Conrad M. Albrecht, Zhitong Xiong, Xiao Xiang Zhu
2023 J jnl
Cross-city Landuse classification of remote sensing images via deep transfer learning.
Int. J. Appl. Earth Obs. Geoinformation
Xiangyu Zhao, Jingliang Hu, Lichao Mou, Zhitong Xiong, Xiao Xiang Zhu
2023 J jnl
DeCUR: decoupling common & unique representations for multimodal self-supervision.
CoRR
Yi Wang, Conrad M. Albrecht, Nassim Ait Ali Braham, Chenying Liu, Zhitong Xiong, Xiao Xiang Zhu
2023 J jnl
Distilling Knowledge From Super-Resolution for Efficient Remote Sensing Salient Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Liu, Zhitong Xiong, Yuan Yuan, Qi Wang
2023 J jnl
Exploring Geometric Deep Learning For Precipitation Nowcasting.
CoRR
Shan Zhao, Sudipan Saha, Zhitong Xiong, Niklas Boers, Xiao Xiang Zhu
2023 C conf
Exploring Geometric Deep Learning for Precipitation Nowcasting.
IGARSS
Shan Zhao, Sudipan Saha, Zhitong Xiong, Niklas Boers, Xiao Xiang Zhu
2023 J jnl
Few-shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects.
CoRR
Fahong Zhang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
2023 J jnl
GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data.
CoRR
Zhitong Xiong, Sining Chen, Yi Wang, Lichao Mou, Xiao Xiang Zhu
2023 J jnl
HTC-DC Net: Monocular Height Estimation From Single Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Sining Chen, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
2023 J jnl
HTC-DC Net: Monocular Height Estimation from Single Remote Sensing Images.
CoRR
Sining Chen, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
2023 J jnl
Mono3DVG: 3D Visual Grounding in Monocular Images.
CoRR
Yang Zhan, Yuan Yuan, Zhitong Xiong
2023 J jnl
Parameter-Efficient Transfer Learning for Remote Sensing Image-Text Retrieval.
CoRR
Yuan Yuan, Yang Zhan, Zhitong Xiong
2023 J jnl
Parameter-Efficient Transfer Learning for Remote Sensing Image-Text Retrieval.
IEEE Trans. Geosci. Remote. Sens.
Yuan Yuan, Yang Zhan, Zhitong Xiong
2023 J jnl
PolyGNN: Polyhedron-based Graph Neural Network for 3D Building Reconstruction from Point Clouds.
CoRR
Zhaiyu Chen, Yilei Shi, Liangliang Nan, Zhitong Xiong, Xiao Xiang Zhu
2023 C conf
Polyhedron-Based Graph Neural Network for Compact Building Model Reconstruction.
IGARSS
Zhaiyu Chen, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
2023 — conf
Pseudo Features Guided Self-training for Domain Adaptive Semantic Segmentation of Aerial Images.
JURSE
Fahong Zhang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu
2023 J jnl
Pseudo Features-Guided Self-Training for Domain Adaptive Semantic Segmentation of Satellite Images.
IEEE Trans. Geosci. Remote. Sens.
Fahong Zhang, Yilei Shi, Zhitong Xiong, Wei Huang, Xiao Xiang Zhu
2023 J jnl
RSSOD-Bench: A large-scale benchmark dataset for Salient Object Detection in Optical Remote Sensing Imagery.
CoRR
Zhitong Xiong, Yanfeng Liu, Qi Wang, Xiao Xiang Zhu
2023 C conf
RSSOD-Bench: a Large-Scale Benchmark Dataset for Salient Object Detection in Optical Remote Sensing Imagery.
IGARSS
Zhitong Xiong, Yanfeng Liu, Qi Wang, Xiao Xiang Zhu
2023 J jnl
RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data.
IEEE Trans. Geosci. Remote. Sens.
Yang Zhan, Zhitong Xiong, Yuan Yuan
2023 J jnl
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation.
IEEE Trans. Geosci. Remote. Sens.
Zhitong Xiong, Wei Huang, Jingtao Hu, Xiao Xiang Zhu
2023 J jnl
Transcending Pixels: Boosting Saliency Detection via Scene Understanding From Aerial Imagery.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Liu, Zhitong Xiong, Yuan Yuan, Qi Wang
2022 J jnl
CM-Net: Concentric Mask Based Arbitrary-Shaped Text Detection.
IEEE Trans. Image Process.
Chuang Yang, Mulin Chen, Zhitong Xiong, Yuan Yuan, Qi Wang
2022 J jnl
Change Detection Meets Visual Question Answering.
IEEE Trans. Geosci. Remote. Sens.
Zhenghang Yuan, Lichao Mou, Zhitong Xiong, Xiao Xiang Zhu
2022 J jnl
Disentangled Latent Transformer for Interpretable Monocular Height Estimation.
CoRR
Zhitong Xiong, Sining Chen, Yilei Shi, Xiao Xiang Zhu
2022 — conf
Doubly Deformable Aggregation of Covariance Matrices for Few-Shot Segmentation.
ECCV (20)
Zhitong Xiong, Haopeng Li, Xiao Xiang Zhu
2022 J jnl
Doubly Deformable Aggregation of Covariance Matrices for Few-shot Segmentation.
CoRR
Zhitong Xiong, Haopeng Li, Xiao Xiang Zhu
2022 J jnl
EarthNets: Empowering AI in Earth Observation.
CoRR
Zhitong Xiong, Fahong Zhang, Yi Wang, Yilei Shi, Xiao Xiang Zhu
2022 J jnl
Gradient Matters: Designing Binarized Neural Networks via Enhanced Information-Flow.
IEEE Trans. Pattern Anal. Mach. Intell.
Qi Wang, Nianhui Guo, Zhitong Xiong, Zeping Yin, Xuelong Li
2022 J jnl
Hybrid Feature Aligned Network for Salient Object Detection in Optical Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Qi Wang, Yanfeng Liu, Zhitong Xiong, Yuan Yuan
2022 C conf
Knowledge Transfer for Label-Efficient Monocular Height Estimation.
IGARSS
Zhitong Xiong, Xiao Xiang Zhu
2022 J jnl
Looking Closer at the Scene: Multiscale Representation Learning for Remote Sensing Image Scene Classification.
IEEE Trans. Neural Networks Learn. Syst.
Qi Wang, Wei Huang, Zhitong Xiong, Xuelong Li
2022 — conf
On the Generalization of the Semantic Segmentation Model for Landslide Detection.
CDCEO@IJCAI
Fahong Zhang, Yilei Shi, Qingsong Xu, Zhitong Xiong, Wei Yao, Xiao Xiang Zhu
2022 J jnl
RSVG: Exploring Data and Models for Visual Grounding on Remote Sensing Data.
CoRR
Yang Zhan, Zhitong Xiong, Yuan Yuan
2022 J jnl
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation.
CoRR
Yi Wang, Nassim Ait Ali Braham, Zhitong Xiong, Chenying Liu, Conrad M. Albrecht, Xiao Xiang Zhu
2022 C conf
Towards Global Forest Biomass Estimators from Tree Height Data.
IGARSS
Qian Song, Conrad M. Albrecht, Zhitong Xiong, Xiao Xiang Zhu
2021 J jnl
ASK: Adaptively Selecting Key Local Features for RGB-D Scene Recognition.
CoRR
Zhitong Xiong, Yuan Yuan, Qi Wang
2021 J jnl
ASK: Adaptively Selecting Key Local Features for RGB-D Scene Recognition.
IEEE Trans. Image Process.
Zhitong Xiong, Yuan Yuan, Qi Wang
2021 J jnl
Change Detection Meets Visual Question Answering.
CoRR
Zhenghang Yuan, Lichao Mou, Zhitong Xiong, Xiaoxiang Zhu
2021 J jnl
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation.
CoRR
Zhitong Xiong, Wei Huang, Jingtao Hu, Yilei Shi, Qi Wang, Xiao Xiang Zhu
2020 J jnl
BOTD: Bold Outline Text Detector.
CoRR
Chuang Yang, Zhitong Xiong, Mulin Chen, Qi Wang, Xuelong Li
2020 Misc conf
KALM: Key Area Localization Mechanism for Abnormality Detection in Musculoskeletal Radiographs.
ICASSP
Wei Huang, Zhitong Xiong, Qi Wang, Xuelong Li
2020 J jnl
MSN: Modality separation networks for RGB-D scene recognition.
Neurocomputing
Zhitong Xiong, Yuan Yuan, Qi Wang
2020 A* conf
Variational Context-Deformable ConvNets for Indoor Scene Parsing.
CVPR
Zhitong Xiong, Yuan Yuan, Nianhui Guo, Qi Wang
2019 A* conf
ACM: Adaptive Cross-Modal Graph Convolutional Neural Networks for RGB-D Scene Recognition.
AAAI
Yuan Yuan, Zhitong Xiong, Qi Wang
2019 J jnl
RGB-D Scene Recognition via Spatial-Related Multi-Modal Feature Learning.
IEEE Access
Zhitong Xiong, Yuan Yuan, Qi Wang
2019 J jnl
VSSA-NET: Vertical Spatial Sequence Attention Network for Traffic Sign Detection.
CoRR
Yuan Yuan, Zhitong Xiong, Qi Wang
2019 J jnl
VSSA-NET: Vertical Spatial Sequence Attention Network for Traffic Sign Detection.
IEEE Trans. Image Process.
Yuan Yuan, Zhitong Xiong, Qi Wang
2018 C conf
AI-NET: Attention Inception Neural Networks for Hyperspectral Image Classification.
IGARSS
Zhitong Xiong, Yuan Yuan, Qi Wang
2017 J jnl
An Incremental Framework for Video-Based Traffic Sign Detection, Tracking, and Recognition.
IEEE Trans. Intell. Transp. Syst.
Yuan Yuan, Zhitong Xiong, Qi Wang