1. Z. Xiong et al., “EarthNets: Empowering AI in Earth Observation,” IEEE Geoscience and Remote Sensing Magazine, 2024. [BibTeX] | [PDF] | [Code]

2. Z. Xiong et al., “Neural Plasticity-Inspired Multimodal Foundation Model for Earth Observation,” arXiv, 2024

3. Y. Wang, Z. Xiong et al., “Towards a Unified Copernicus Foundation Model for Earth Vision,” IEEE/CVF International Conference on Computer Vision (ICCV), 2025

4. Y. Shu, B. Ren*, Z. Xiong* et al., “TerraScope: Pixel-Grounded Visual Reasoning for Earth Observation,” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026

5. X. X. Zhu, Z. Xiong et al., “On the Foundations of Earth Foundation Models,” Communications Earth & Environment, 2026

6. Y. Zhan, Z. Xiong, and Y. Yuan, “SkyEyeGPT: Unifying Remote Sensing Vision-Language Tasks via Instruction Tuning with Large Language Model,” ISPRS Journal of Photogrammetry and Remote Sensing, 2025

7. Z. Yuan, Z. Xiong et al., “ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation Models,” Earth System Science Data, 2025

8. L. Waldmann et al., “Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation,” CVPR EarthVision Workshop, 2025

9. S. Zhao, Z. Xiong, and X. X. Zhu, “RainScaler: A Physics-Inspired Network for Precipitation Correction and Downscaling,” IEEE Transactions on Geoscience and Remote Sensing, 2025

10. Y. Zhan, Y. Yuan*, and Z. Xiong*, “Mono3DVG: 3D Visual Grounding in Monocular Images,” AAAI Conference on Artificial Intelligence (AAAI), 2024

11. Z. Xiong et al., “Doubly Deformable Aggregation of Covariance Matrices for Few-Shot Segmentation,” European Conference on Computer Vision (ECCV), 2022

12. Z. Xiong et al., “Variational Context-Deformable ConvNets for Indoor Scene Parsing,” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020

• ICCV 2025, Best paper award candidate

• CVPR Earth Vision 2025, Best Paper Award.

• Associate Editor, IEEE Geoscience and Remote Sensing Magazine (GRSM)

• Associate Editor, Remote Sensing

• Lead Guest Editor, IEEE GRSM Special Issue on        “Earth Observation Foundation Models: Multimodal Learning, Agentic Intelligence, and Trustworthiness”

• Guest Editor, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS)

• Guest Editor, Remote Sensing, for five Special Issues

• Guest Associate Editor, GIScience & Remote Sensing

• Program Committee Member / Reviewer, CVPR, ICCV, ECCV, NeurIPS, AAAI, and IJCAI

• Journal Reviewer, IEEE TPAMI, IEEE TIP, IEEE TNNLS, IEEE TMM, IEEE TGRS, IEEE T-ITS, and IEEE GRSM

• 程序委员会委员：IJCAI, AAAI

• 期刊、会议审稿人：T-PAMI, T-NNLS, T-Cybernetics, T-GRS, Pattern Recognition, NeurIPS等

• 1. 多模态异构遥感统一表征、通用地球基础模型、跨传感器泛化（Multimodal Foundation Models for Earth Observation）

• 2. 视觉语言模型、遥感世界模型、智能体、3D高斯与空间智能 （Multimodal Reasoning & Spatial Intelligence）

• 3. 无人机自主观测、主动感知、端侧智能、可重构多光谱相机、Physical AI （Autonomous & Embodied Earth Observation）

  
  

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