Jiangjun Peng

43 papers A* 5Journal 38
YearRankTypeTitle / Venue / Authors
2026 J jnl
Convergence-Guaranteed Spectral CT Reconstruction via Internal and External Prior Mining.
IEEE Trans. Computational Imaging
Chunyan Liu, Dianlin Hu, Jiangjun Peng, Hong Wang, Qianyu Shu, Jianjun Wang
2026 A* conf
Fast Guaranteed Robust Local-Smooth Principal Component Separation.
AAAI
Mingdi Hu, Hailin Wang, Shuaijiang Li, Kexin Shi, Jiangjun Peng
2026 J jnl
Multi-Dimensional Visual Data Recovery: Scale-Aware Tensor Modeling and Accelerated Randomized Computation.
CoRR
Wenjin Qin, Hailin Wang, Jiangjun Peng, Jianjun Wang, Tingwen Huang
2025 A* conf
Beyond Low-rankness: Guaranteed Matrix Recovery via Modified Nuclear Norm.
IJCAI
Jiangjun Peng, Yisi Luo, Xiangyong Cao, Shuang Xu, Deyu Meng
2025 J jnl
Beyond Low-rankness: Guaranteed Matrix Recovery via Modified Nuclear Norm.
CoRR
Jiangjun Peng, Yisi Luo, Xiangyong Cao, Shuang Xu, Deyu Meng
2025 J jnl
CTVNet: Gradient Prior-Guided Deep Unfolding Network for Infrared Small Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Pei Liu, Li Pang, Jiangjun Peng, Yisi Luo, Junmin Liu, Xiangyong Cao
2025 J jnl
DDFet: Infrared Small Target Detection via a Dual-Domain Fused Deep Unfolding Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Pei Liu, Jiangjun Peng, Yisi Luo, Jing Fu, Jialin Li, Xiangyong Cao
2025 J jnl
DIP-MoG: Non-i.i.d. Seismic Noise Attenuation Using Mixture of Gaussians Noise Model and Deep Image Prior.
IEEE Geosci. Remote. Sens. Lett.
Yuqing Wang, Jiangjun Peng, Bangyu Wu, Bo Li
2025 J jnl
Efficient Seismic Random Noise Attenuation via KAN-Empowered Neural Low-Rank Representation.
IEEE Trans. Geosci. Remote. Sens.
Shengrui Wang, Yisi Luo, Sanfu Li, Jiangjun Peng, Bangyu Wu
2025 A* conf
Fast Guaranteed Tensor Recovery with Adaptive Tensor Nuclear Norm.
IJCAI
Jiangjun Peng, Hailin Wang, Xiangyong Cao, Shuang Xu
2025 J jnl
Guaranteed matrix recovery using weighted nuclear norm plus weighted total variation minimization.
Signal Process.
Xinling Liu, Jiangjun Peng, Jingyao Hou, Yao Wang, Jianjun Wang
2025 J jnl
Parameterized Low-Rank Regularizer for High-dimensional Visual Data.
Int. J. Comput. Vis.
Shuang Xu, Zixiang Zhao, Xiangyong Cao, Jiangjun Peng, Xi-Le Zhao, Deyu Meng, Yulun Zhang, Radu Timofte, Luc Van Gool
2024 J jnl
Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration.
CoRR
Shuang Xu, Chang Yu, Jiangjun Peng, Xiangyong Cao
2024 J jnl
Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image.
CoRR
Shuang Xu, Zixiang Zhao, Haowen Bai, Chang Yu, Jiangjun Peng, Xiangyong Cao, Deyu Meng
2024 J jnl
Hyperspectral Image Denoising via Double Subspace Deep Prior.
IEEE Trans. Geosci. Remote. Sens.
Kexin Shi, Jiangjun Peng, Jing Gao, Yisi Luo, Shuang Xu
2024 J jnl
Infrared Small Target Detection via Joint Low Rankness and Local Smoothness Prior.
IEEE Trans. Geosci. Remote. Sens.
Pei Liu, Jiangjun Peng, Hailin Wang, Danfeng Hong, Xiangyong Cao
2024 J jnl
Learnable Representative Coefficient Image Denoiser for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens.
Jiangjun Peng, Hailin Wang, Xiangyong Cao, Qian Zhao, Jing Yao, Hongying Zhang, Deyu Meng
2024 J jnl
Low-Rank Tensor Completion With 3-D Spatiotemporal Transform for Traffic Data Imputation.
IEEE Trans. Intell. Transp. Syst.
Hao Shu, Hailin Wang, Jiangjun Peng, Deyu Meng
2024 J jnl
Pan-Denoising: Guided Hyperspectral Image Denoising via Weighted Represent Coefficient Total Variation.
IEEE Trans. Geosci. Remote. Sens.
Shuang Xu, Qiao Ke, Jiangjun Peng, Xiangyong Cao, Zixiang Zhao
2024 J jnl
Pan-denoising: Guided Hyperspectral Image Denoising via Weighted Represent Coefficient Total Variation.
CoRR
Shuang Xu, Qiao Ke, Jiangjun Peng, Xiangyong Cao, Zixiang Zhao
2024 J jnl
Stable Local-Smooth Principal Component Pursuit.
SIAM J. Imaging Sci.
Jiangjun Peng, Hailin Wang, Xiangyong Cao, Xixi Jia, Hongying Zhang, Deyu Meng
2024 J jnl
Stacked Tucker Decomposition With Multi-Nonlinear Products for Remote Sensing Imagery Inpainting.
IEEE Trans. Geosci. Remote. Sens.
Shuang Xu, Jiangjun Peng, Teng-Yu Ji, Xiangyong Cao, Kai Sun, Rongrong Fei, Deyu Meng
2023 J jnl
Exact Decomposition of Joint Low Rankness and Local Smoothness Plus Sparse Matrices.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiangjun Peng, Yao Wang, Hong-Ying Zhang, Jianjun Wang, Deyu Meng
2023 J jnl
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness.
CoRR
Hailin Wang, Jiangjun Peng, Wenjin Qin, Jianjun Wang, Deyu Meng
2023 J jnl
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness.
IEEE Trans. Pattern Anal. Mach. Intell.
Hailin Wang, Jiangjun Peng, Wenjin Qin, Jianjun Wang, Deyu Meng
2023 J jnl
HIDFlowNet: A Flow-Based Deep Network for Hyperspectral Image Denoising.
CoRR
Li Pang, Weizhen Gu, Xiangyong Cao, Xiangyu Rui, Jiangjun Peng, Shuang Xu, Gang Yang, Deyu Meng
2023 J jnl
Hyperspectral Anomaly Detection via Sparsity of Core Tensor Under Gradient Domain.
IEEE Trans. Geosci. Remote. Sens.
Wenting Shang, Jiangjun Peng, Zebin Wu, Yang Xu, Mohamad Jouni, Mauro Dalla Mura, Zhihui Wei
2023 J jnl
Hyperspectral Image Denoising Via Texture-Preserved Total Variation Regularizer.
IEEE Trans. Geosci. Remote. Sens.
Yang Chen, Wenfei Cao, Li Pang, Jiangjun Peng, Xiangyong Cao
2023 J jnl
Hyperspectral Image Denoising via Nonlocal Spectral Sparse Subspace Representation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hailin Wang, Jiangjun Peng, Xiangyong Cao, Jianjun Wang, Qibin Zhao, Deyu Meng
2023 J jnl
Neural Gradient Regularizer.
CoRR
Shuang Xu, Yifan Wang, Zixiang Zhao, Jiangjun Peng, Xiangyong Cao, Deyu Meng
2023 A* conf
Preconditioning Matters: Fast Global Convergence of Non-convex Matrix Factorization via Scaled Gradient Descent.
NeurIPS
Xixi Jia, Hailin Wang, Jiangjun Peng, Xiangchu Feng, Deyu Meng
2023 A* conf
Tensor Compressive Sensing Fused Low-Rankness and Local-Smoothness.
AAAI
Xinling Liu, Jingyao Hou, Jiangjun Peng, Hailin Wang, Deyu Meng, Jianjun Wang
2022 J jnl
Exact Decomposition of Joint Low Rankness and Local Smoothness Plus Sparse Matrices.
CoRR
Jiangjun Peng, Yao Wang, Hongying Zhang, Jianjun Wang, Deyu Meng
2022 J jnl
Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation.
CoRR
Jiangjun Peng, Hailin Wang, Xiangyong Cao, Xinlin Liu, Xiangyu Rui, Deyu Meng
2022 J jnl
Fast Noise Removal in Hyperspectral Images via Representative Coefficient Total Variation.
IEEE Trans. Geosci. Remote. Sens.
Jiangjun Peng, Hailin Wang, Xiangyong Cao, Xinling Liu, Xiangyu Rui, Deyu Meng
2022 J jnl
Hyperspectral Image Denoising by Asymmetric Noise Modeling.
IEEE Trans. Geosci. Remote. Sens.
Shuang Xu, Xiangyong Cao, Jiangjun Peng, Qiao Ke, Cong Ma, Deyu Meng
2020 J jnl
Contrast-Medium Anisotropy-Aware Tensor Total Variation Model for Robust Cerebral Perfusion CT Reconstruction With Low-Dose Scans.
IEEE Trans. Computational Imaging
Yuanke Zhang, Jiangjun Peng, Dong Zeng, Qi Xie, Sui Li, Zhaoying Bian, Yongbo Wang, Yong Zhang, Qian Zhao, Hao Zhang, Zhengrong Liang, Hongbing Lu, Deyu Meng, Jianhua Ma
2020 J jnl
Enhanced 3DTV Regularization and Its Applications on HSI Denoising and Compressed Sensing.
IEEE Trans. Image Process.
Jiangjun Peng, Qi Xie, Qian Zhao, Yao Wang, Yee Leung, Deyu Meng
2019 J jnl
An Efficient Iterative Cerebral Perfusion CT Reconstruction via Low-Rank Tensor Decomposition With Spatial-Temporal Total Variation Regularization.
IEEE Trans. Medical Imaging
Sui Li, Dong Zeng, Jiangjun Peng, Zhaoying Bian, Hao Zhang, Qi Xie, Yongbo Wang, Yuting Liao, Shanli Zhang, Jing Huang, Deyu Meng, Zongben Xu, Jianhua Ma
2019 J jnl
Classical scoring functions for docking are unable to exploit large volumes of structural and interaction data.
Bioinform.
Hongjian Li, Jiangjun Peng, Pavel Sidorov, Yee Leung, Kwong-Sak Leung, Man Hon Wong, Gang Lu, Pedro J. Ballester
2018 J jnl
Enhanced 3DTV Regularization and Its Applications on Hyper-spectral Image Denoising and Compressed Sensing.
CoRR
Jiangjun Peng, Qi Xie, Qian Zhao, Yao Wang, Deyu Meng, Yee Leung
2018 J jnl
Hyperspectral Image Restoration Via Total Variation Regularized Low-Rank Tensor Decomposition.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yao Wang, Jiangjun Peng, Qian Zhao, Yee Leung, Xi-Le Zhao, Deyu Meng
2017 J jnl
Hyperspectral Image Restoration via Total Variation Regularized Low-rank Tensor Decomposition.
CoRR
Yao Wang, Jiangjun Peng, Qian Zhao, Deyu Meng, Yee Leung, Xi-Le Zhao