Standout Papers

Nonlocally Centralized Sparse Representation for Image Restoration 2009 2026 2014 2020 911
  1. Nonlocally Centralized Sparse Representation for Image Restoration (2012)
    Weisheng Dong, Lei Zhang et al. IEEE Transactions on Image Processing
  2. Nonlocal Image Restoration With Bilateral Variance Estimation: A Low-Rank Approach (2012)
    Weisheng Dong, Guangming Shi et al. IEEE Transactions on Image Processing
  3. Two-stage image denoising by principal component analysis with local pixel grouping (2009)
    Lei Zhang, Weisheng Dong et al. Pattern Recognition
  4. Hyperspectral Image Super-Resolution via Non-Negative Structured Sparse Representation (2016)
    Weisheng Dong, Guangming Shi et al. IEEE Transactions on Image Processing
  5. Compressive Sensing via Nonlocal Low-Rank Regularization (2014)
    Weisheng Dong, Guangming Shi et al. IEEE Transactions on Image Processing
  6. Denoising Prior Driven Deep Neural Network for Image Restoration (2018)
    Weisheng Dong, Peiyao Wang et al. IEEE Transactions on Pattern Analysis and Machine Intelligence
  7. From Semantic Communication to Semantic-Aware Networking: Model, Architecture, and Open Problems (2021)
    Guangming Shi, Yong Xiao et al. IEEE Communications Magazine
  8. GMSS: Graph-Based Multi-Task Self-Supervised Learning for EEG Emotion Recognition (2022)
    Yang Li, Fu Li et al. IEEE Transactions on Affective Computing
  9. S4DL: Shift-Sensitive Spatial–Spectral Disentangling Learning for Hyperspectral Image Unsupervised Domain Adaptation (2025)
    Jie Feng, Tianshu Zhang et al. IEEE Transactions on Neural Networks and Learning Systems

Immediate Impact

4 from Science/Nature 82 standout
Sub-graph 1 of 20

Citing Papers

Next Generation Advanced Transceiver Technologies for 6G and Beyond
2025 Standout
A broadband hyperspectral image sensor with high spatio-temporal resolution
2024 StandoutNature
21 intermediate papers

Works of Guangming Shi being referenced

High-Speed Hyperspectral Video Acquisition By Combining Nyquist and Compressive Sampling
2018
Dual-camera design for coded aperture snapshot spectral imaging
2015
and 8 more

Author Peers

Author Last Decade Papers Cites
Guangming Shi 6262 3321 1687 357 9.6k
Karen Egiazarian 9250 5219 1764 304 12.2k
Frédo Durand 8279 2544 1715 183 11.6k
Alfred M. Bruckstein⋆ 6494 1961 3800 178 11.4k
Shree K. Nayar 8827 3905 1270 135 11.3k
Qionghai Dai 7473 2521 1893 458 15.3k
William T. Freeman 12102 4166 1109 126 16.8k
Takeo Kanade 13217 2106 1220 319 18.0k
Xiaoou Tang 13860 4847 1758 113 17.5k
Wolfgang Heidrich 4665 1863 1110 217 7.6k
Wangmeng Zuo 13955 5911 1915 291 19.3k

All Works

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Rankless by CCL
2026