PPaperPicks

Xiao Xiang Zhu

Technical University Munich, Data Science in Earth Observation, Germany

24 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-5530-3613 ↗Google Scholar ↗Homepage ↗

Venues

MICCAI ×9CVPR ×5AAAI ×3ECCV ×2ICCV ×2NeurIPS ×2ICLR ×1

Frequent coauthors

Yilei Shi
×13
Lichao Mou
×12
Jingliang Hu
×11
Chunlei Li
×7
Zhitong Xiong
×6
Zixuan Zheng
×6
Yaxiong Chen
×5
Shengwu Xiong
×5
Yi Wang
×3
Yuqing Wang
×2
Zhaiyu Chen
×2
Nikolaos-Ioannis Bountos
×2

Papers

  1. GEWDiff: Geometric Enhanced Wavelet-based Diffusion Model for Hyperspectral Image Super-resolution
    AAAI 2026 ·
    Sirui Wang
    ,
    Jiang He
    ,
    Natàlia Blasco Andreo
    , Xiao Xiang Zhu
  2. ProPL: Universal Semi-Supervised Ultrasound Image Segmentation via Prompt-Guided Pseudo-Labeling
    AAAI 2026 ·
    Yaxiong Chen
    ,
    Qicong Wang
    ,
    Chunlei Li
    ,
    Jingliang Hu
    ,
    Yilei Shi
    ,
    Shengwu Xiong
    , Xiao Xiang Zhu,
    Lichao Mou
  3. High-Order Progressive Trajectory Matching for Medical Image Dataset Distillation
    MICCAI 2025 ·
    Le Dong
    ,
    Jinghao Bian
    ,
    Jingyang Hou
    ,
    Jingliang Hu
    ,
    Yilei Shi
    ,
    Weisheng Dong
    , Xiaoxiang Zhu,
    Lichao Mou
  4. Learning Generalizable Shape Completion with SIM(3) Equivariance
    NeurIPS 2025 ·
    Yuqing Wang
    ,
    Zhaiyu Chen
    , Xiaoxiang Zhu
  5. MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification
    AAAI 2025 ·
    Yang Mu
    ,
    Muhammad Shahzad
    , Xiao Xiang Zhu
  6. On the Generalization of Representation Uncertainty in Earth Observation
    ICCV 2025 ·
    Spyros Kondylatos
    ,
    Nikolaos-Ioannis Bountos
    ,
    Dimitrios Michail
    , Xiao Xiang Zhu,
    Gustau Camps-Valls
    ,
    Ioannis Papoutsis
  7. Panopticon: Advancing Any-Sensor Foundation Models for Earth Observation
    CVPR 2025 ·
    Leonard Waldmann
    ,
    Ando Shah
    ,
    Yi Wang
    ,
    Nils Lehmann
    ,
    Adam J. Stewart
    ,
    Zhitong Xiong
    , Xiao Xiang Zhu,
    Stefan Bauer
    ,
    John Chuang
  8. Parametric Point Cloud Completion for Polygonal Surface Reconstruction
    CVPR 2025 ·
    Zhaiyu Chen
    ,
    Yuqing Wang
    ,
    Liangliang Nan
    , Xiaoxiang Zhu
  9. Q-PART: Quasi-Periodic Adaptive Regression with Test-time Training for Pediatric Left Ventricular Ejection Fraction Regression
    CVPR 2025 ·
    Jie Liu
    ,
    Tiexin Qin
    ,
    Hui Liu
    ,
    Yilei Shi
    ,
    Lichao Mou
    , Xiao Xiang Zhu,
    Shiqi Wang
    ,
    Haoliang Li
  10. REOBench: Benchmarking Robustness of Earth Observation Foundation Models
    NeurIPS 2025 ·
    Xiang Li
    ,
    Yong Tao
    ,
    Siyuan Zhang
    ,
    Siwei Liu
    ,
    Zhitong Xiong
    ,
    Chunbo Luo
    ,
    Lu Liu
    ,
    Mykola Pechenizkiy
    , Xiaoxiang Zhu,
    Tianjin Huang
  11. Scale-Aware Contrastive Reverse Distillation for Unsupervised Medical Anomaly Detection
    ICLR 2025 ·
    Chunlei Li
    ,
    Yilei Shi
    ,
    Jingliang Hu
    , Xiao Xiang Zhu,
    Lichao Mou
  12. Taming Stable Diffusion for Computed Tomography Blind Super-Resolution
    MICCAI 2025 ·
    Chunlei Li
    ,
    Yilei Shi
    ,
    Haoxi Hu
    ,
    Jingliang Hu
    , Xiao Xiang Zhu,
    Lichao Mou
  13. Towards a Unified Copernicus Foundation Model for Earth Vision
    ICCV 2025 ·
    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
  14. CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention
    MICCAI 2024 ·
    Yaxiong Chen
    ,
    Minghong Wei
    ,
    Zixuan Zheng
    ,
    Jingliang Hu
    ,
    Yilei Shi
    ,
    Shengwu Xiong
    , Xiao Xiang Zhu,
    Lichao Mou
  15. Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes
    CVPR 2024 ·
    Ivica Obadic
    ,
    Alex Levering
    ,
    Lars Pennig
    ,
    Dário A. B. Oliveira
    ,
    Diego Marcos
    , Xiaoxiang Zhu
  16. Decoupling Common and Unique Representations for Multimodal Self-supervised Learning
    ECCV 2024 ·
    Yi Wang
    ,
    Conrad M. Albrecht
    ,
    Nassim Ait Ali Braham
    ,
    Chenying Liu
    ,
    Zhitong Xiong
    , Xiao Xiang Zhu
  17. One-Shot Medical Video Object Segmentation via Temporal Contrastive Memory Networks
    MICCAI 2024 ·
    Yaxiong Chen
    ,
    Junjian Hu
    ,
    Chunlei Li
    ,
    Zixuan Zheng
    ,
    Jingliang Hu
    ,
    Yilei Shi
    ,
    Shengwu Xiong
    , Xiao Xiang Zhu,
    Lichao Mou
  18. Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning
    MICCAI 2024 ·
    Zixuan Zheng
    ,
    Yilei Shi
    ,
    Chunlei Li
    ,
    Jingliang Hu
    , Xiao Xiang Zhu,
    Lichao Mou
  19. Representation Enhancement-Stabilization: Reducing Bias-Variance of Domain Generalization
    ECCV 2024 ·
    Wei Huang
    ,
    Yilei Shi
    ,
    Zhitong Xiong
    , Xiao Xiang Zhu
  20. Rethinking Cell Counting Methods: Decoupling Counting and Localization
    MICCAI 2024 ·
    Zixuan Zheng
    ,
    Yilei Shi
    ,
    Chunlei Li
    ,
    Jingliang Hu
    , Xiao Xiang Zhu,
    Lichao Mou
  21. Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-labeling for Semi-supervised Ultrasound Image Segmentation
    MICCAI 2024 ·
    Yaxiong Chen
    ,
    Yujie Wang
    ,
    Zixuan Zheng
    ,
    Jingliang Hu
    ,
    Yilei Shi
    ,
    Shengwu Xiong
    , Xiao Xiang Zhu,
    Lichao Mou
  22. Ultrasound Image-to-Video Synthesis via Latent Dynamic Diffusion Models
    MICCAI 2024 ·
    Tingxiu Chen
    ,
    Yilei Shi
    ,
    Zixuan Zheng
    ,
    Bingcong Yan
    ,
    Jingliang Hu
    , Xiao Xiang Zhu,
    Lichao Mou
  23. UniCrossAdapter: Multimodal Adaptation of CLIP for Radiology Report Generation
    MICCAI 2024 ·
    Yaxiong Chen
    ,
    Chuang Du
    ,
    Chunlei Li
    ,
    Jingliang Hu
    ,
    Yilei Shi
    ,
    Shengwu Xiong
    , Xiao Xiang Zhu,
    Lichao Mou
  24. UrbanSARFloods: Sentinel-1 SLC-Based Benchmark Dataset for Urban and Open-Area Flood Mapping
    CVPR 2024 ·
    Jie Zhao
    ,
    Zhitong Xiong
    , Xiao Xiang Zhu