PPaperPicks

Deyu Meng

26 papers at tracked venues · 22 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-1294-8283 ↗

Venues

CVPR ×7AAAI ×4NeurIPS ×4ECCV ×3ICLR ×3ICCV ×2ACM MM ×1ICML ×1IJCAI ×1

Frequent coauthors

Xiangyong Cao
×9
Kaiyu Li
×4
Qi Xie
×4
Yisi Luo
×4
Zhi Wang
×3
Xueru Bai
×3
Yichen Wu
×3
Renzhen Wang
×3
Yupeng Deng
×2
Jiahong Fu
×2
Jing Yao
×2
Jiangjun Peng
×2

Papers

  1. DynamicEarth: How Far Are We from Open-Vocabulary Change Detection?
    AAAI 2026 ·
    Kaiyu Li
    ,
    Xiangyong Cao
    ,
    Yupeng Deng
    ,
    Chao Pang
    ,
    Zepeng Xin
    ,
    Hui Qiao
    ,
    Tieliang Gong
    , Deyu Meng,
    Zhi Wang
  2. A Regularization-Guided Equivariant Approach for Image Restoration
    CVPR 2025 ·
    Yulu Bai
    ,
    Jiahong Fu
    ,
    Qi Xie
    , Deyu Meng
  3. AeroGen: Enhancing Remote Sensing Object Detection with Diffusion-Driven Data Generation
    CVPR 2025 ·
    Datao Tang
    ,
    Xiangyong Cao
    ,
    Xuan Wu
    ,
    Jialin Li
    ,
    Jing Yao
    ,
    Xueru Bai
    ,
    Dongsheng Jiang
    ,
    Yin Li
    , Deyu Meng
  4. Beyond Low-rankness: Guaranteed Matrix Recovery via Modified Nuclear Norm
    IJCAI 2025 ·
    Jiangjun Peng
    ,
    Yisi Luo
    ,
    Xiangyong Cao
    ,
    Shuang Xu
    , Deyu Meng
  5. Deep Rank-One Tensor Functional Factorization for Multi-Dimensional Data Recovery
    AAAI 2025 ·
    Yanyi Li
    ,
    Xi Zhang
    ,
    Yisi Luo
    , Deyu Meng
  6. Graph Domain Adaptation With Dual-Branch Encoder and Two-Level Alignment for Whole Slide Image-Based Survival Prediction
    ICCV 2025 ·
    Yuntao Shou
    ,
    Xiangyong Cao
    ,
    Peiqiang Yan
    ,
    Qiaohui
    ,
    Qian Zhao
    , Deyu Meng
  7. Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image
    ICCV 2025 ·
    Shuang Xu
    ,
    Zixiang Zhao
    ,
    Haowen Bai
    ,
    Chang Yu
    ,
    Jiangjun Peng
    ,
    Xiangyong Cao
    , Deyu Meng
  8. Improving Memory Efficiency for Training KANs via Meta Learning
    ICML 2025 ·
    Zhangchi Zhao
    ,
    Jun Shu
    , Deyu Meng,
    Zongben Xu
  9. Online Functional Tensor Decomposition via Continual Learning for Streaming Data Completion
    NeurIPS 2025 ·
    Xi Zhang
    ,
    Yanyi Li
    ,
    Yisi Luo
    ,
    Qi Xie
    , Deyu Meng
  10. Open-CD: A Comprehensive Toolbox for Change Detection
    ACM MM 2025 ·
    Kaiyu Li
    ,
    Jiawei Jiang
    ,
    Chengxi Han
    ,
    Yupeng Deng
    ,
    Keyan Chen
    ,
    Zhuo Zheng
    ,
    Hao Chen
    ,
    Ziyuan Liu
    ,
    Yuantao Gu
    ,
    Zhengxia Zou
    ,
    Zhenwei Shi
    ,
    Sheng Fang
    , Deyu Meng,
    Zhi Wang
    ,
    Xiangyong Cao
  11. Polyline Path Masked Attention for Vision Transformer
    NeurIPS 2025 ·
    Zhongchen Zhao
    ,
    Chaodong Xiao
    ,
    Hui Lin
    ,
    Qi Xie
    ,
    Lei Zhang
    , Deyu Meng
  12. Rotation-Equivariant Self-Supervised Method in Image Denoising
    CVPR 2025 ·
    Hanze Liu
    ,
    Jiahong Fu
    ,
    Qi Xie
    , Deyu Meng
  13. SD-LoRA: Scalable Decoupled Low-Rank Adaptation for Class Incremental Learning
    ICLR 2025 ·
    Yichen Wu
    ,
    Hongming Piao
    ,
    Long-Kai Huang
    ,
    Renzhen Wang
    ,
    Wanhua Li
    ,
    Hanspeter Pfister
    , Deyu Meng,
    Kede Ma
    ,
    Ying Wei
  14. STINR: Deciphering Spatial Transcriptomics via Implicit Neural Representation
    CVPR 2025 ·
    Yisi Luo
    ,
    Xile Zhao
    ,
    Kai Ye
    , Deyu Meng
  15. SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing Images
    CVPR 2025 ·
    Kaiyu Li
    ,
    Ruixun Liu
    ,
    Xiangyong Cao
    ,
    Xueru Bai
    ,
    Feng Zhou
    , Deyu Meng,
    Zhi Wang
  16. Semi-Supervised Regression with Heteroscedastic Pseudo-Labels
    NeurIPS 2025 ·
    Xueqing Sun
    ,
    Renzhen Wang
    ,
    Quanziang Wang
    ,
    Yichen Wu
    ,
    Xixi Jia
    , Deyu Meng
  17. Spatial-Mamba: Effective Visual State Space Models via Structure-Aware State Fusion
    ICLR 2025 ·
    Chaodong Xiao
    ,
    Minghan Li
    ,
    Zhengqiang Zhang
    , Deyu Meng,
    Lei Zhang
  18. Towards Satellite Image Road Graph Extraction: A Global-Scale Dataset and A Novel Method
    CVPR 2025 ·
    Pan Yin
    ,
    Kaiyu Li
    ,
    Xiangyong Cao
    ,
    Jing Yao
    ,
    Lei Liu
    ,
    Xueru Bai
    ,
    Feng Zhou
    , Deyu Meng
  19. Blind Image Deconvolution by Generative-Based Kernel Prior and Initializer via Latent Encoding
    ECCV 2024 ·
    Jiangtao Zhang
    ,
    Zongsheng Yue
    ,
    Hui Wang
    ,
    Qian Zhao
    , Deyu Meng
  20. DAMSDet: Dynamic Adaptive Multispectral Detection Transformer with Competitive Query Selection and Adaptive Feature Fusion
    ECCV 2024 ·
    Junjie Guo
    ,
    Chenqiang Gao
    ,
    Fangcen Liu
    , Deyu Meng,
    Xinbo Gao
  21. Globally Q-linear Gauss-Newton Method for Overparameterized Non-convex Matrix Sensing
    NeurIPS 2024 ·
    Xixi Jia
    ,
    Fangchen Feng
    , Deyu Meng,
    Defeng Sun
  22. Gramformer: Learning Crowd Counting via Graph-Modulated Transformer
    AAAI 2024 ·
    Hui Lin
    ,
    Zhiheng Ma
    ,
    Xiaopeng Hong
    ,
    Qinnan Shangguan
    , Deyu Meng
  23. HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models
    CVPR 2024 ·
    Li Pang
    ,
    Xiangyu Rui
    ,
    Long Cui
    ,
    Hongzhong Wang
    , Deyu Meng,
    Xiangyong Cao
  24. InfMAE: A Foundation Model in the Infrared Modality
    ECCV 2024 ·
    Fangcen Liu
    ,
    Chenqiang Gao
    ,
    Yaming Zhang
    ,
    Junjie Guo
    ,
    Jinghao Wang
    , Deyu Meng
  25. Meta Continual Learning Revisited: Implicitly Enhancing Online Hessian Approximation via Variance Reduction
    ICLR 2024 ·
    Yichen Wu
    ,
    Long-Kai Huang
    ,
    Renzhen Wang
    , Deyu Meng,
    Ying Wei
  26. Which Is More Effective in Label Noise Cleaning, Correction or Filtering?
    AAAI 2024 ·
    Gaoxia Jiang
    ,
    Jia Zhang
    ,
    Xuefei Bai
    ,
    Wenjian Wang
    , Deyu Meng