Jiangjun Peng
6 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(13)
Conferences
AAAI (2)
IJCAI (2)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
hyperspectral image
(2)
non-convex optimization
(1)
matrix factorization
(1)
image fusion
(1)
global convergence
(1)
video restoration
(1)
low-rank decomposition
(1)
image denoising
(1)
spatial smoothness
(1)
robust pca
(1)
matrix completion
(1)
low-rank recovery
(1)
robust principal component analysis
(1)
matrix recovery
(1)
local smoothness
(1)
low-rank structure
(1)
admm algorithm
(1)
scaled gradient descent
(1)
tensor nuclear norm
(1)
total variation regularization
(1)
Papers
Fast Guaranteed Robust Local-Smooth Principal Component Separation
AAAI 2026
Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image
ICCV 2025
Fast Guaranteed Tensor Recovery with Adaptive Tensor Nuclear Norm
IJCAI 2025
Beyond Low-rankness: Guaranteed Matrix Recovery via Modified Nuclear Norm
IJCAI 2025
Preconditioning Matters: Fast Global Convergence of Non-convex Matrix Factorization via Scaled Gradient Descent
NIPS 2023
Tensor Compressive Sensing Fused Low-Rankness and Local-Smoothness
AAAI 2023