Deyu Meng

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 354

Top Venues

CoRR

CVPR

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE Trans. Image Process.

Publications

Qian Zhao, Yuji Lin, Fengxingyu Wang, Deyu Meng
Adaptive weighting function for weighted nuclear norm based matrix/tensor completion. Int. J. Mach. Learn. Cybern. 15 (2) (2024)
Yongfei Li, Dongfang Yang, Shicheng Wang, Lin Shi, Deyu Meng
Geolocalization from Aerial Sensing Images Using Road Network Alignment. Remote. Sens. 16 (3) (2024)
Kaiyu Li, Xiangyong Cao, Deyu Meng
A New Learning Paradigm for Foundation Model-Based Remote-Sensing Change Detection. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Fangcen Liu, Chenqiang Gao, Yaming Zhang, Junjie Guo, Jinhao Wang, Deyu Meng
InfMAE: A Foundation Model in Infrared Modality. CoRR (2024)
Hong Wang, Qi Xie, Dong Zeng, Jianhua Ma, Deyu Meng, Yefeng Zheng
OSCNet: Orientation-Shared Convolutional Network for CT Metal Artifact Learning. IEEE Trans. Medical Imaging 43 (1) (2024)
Zhengyang Hu, Guanzhang Liu, Qi Xie, Jiang Xue, Deyu Meng, Deniz Gündüz
A Learnable Optimization and Regularization Approach to Massive MIMO CSI Feedback. IEEE Trans. Wirel. Commun. 23 (1) (2024)
Hui Lin, Zhiheng Ma, Xiaopeng Hong, Qinnan Shangguan, Deyu Meng
Gramformer: Learning Crowd Counting via Graph-Modulated Transformer. CoRR (2024)
Yisi Luo, Xile Zhao, Deyu Meng
Revisiting Nonlocal Self-Similarity from Continuous Representation. CoRR (2024)
Jun-Jie Zhang, Deyu Meng
Quantum-Inspired Analysis of Neural Network Vulnerabilities: The Role of Conjugate Variables in System Attacks. CoRR (2024)
Jiangjun Peng, Hailin Wang, Xiangyong Cao, Qian Zhao, Jing Yao, Hongying Zhang, Deyu Meng
Learnable Representative Coefficient Image Denoiser for Hyperspectral Image. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Fanding Xu, Zhiwei Yang, Lizhuo Wang, Deyu Meng, Jiangang Long
MESPool: Molecular Edge Shrinkage Pooling for hierarchical molecular representation learning and property prediction. Briefings Bioinform. 25 (1) (2023)
Hong Wang, Yuexiang Li, Haimiao Zhang, Deyu Meng, Yefeng Zheng
InDuDoNet+: A deep unfolding dual domain network for metal artifact reduction in CT images. Medical Image Anal. 85 (2023)
Fangcen Liu, Chenqiang Gao, Fang Chen, Deyu Meng, Wangmeng Zuo, Xinbo Gao
Infrared Small and Dim Target Detection With Transformer Under Complex Backgrounds. IEEE Trans. Image Process. 32 (2023)
Yecong Wan, Mingwen Shao, Yuanshuo Cheng, Deyu Meng, Wangmeng Zuo
Progressive convolutional transformer for image restoration. Eng. Appl. Artif. Intell. 125 (2023)
Jiangjun Peng, Yao Wang, Hongying Zhang, Jianjun Wang, Deyu Meng
Exact Decomposition of Joint Low Rankness and Local Smoothness Plus Sparse Matrices. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Gang Yang, Xiangyong Cao, Wenzhe Xiao, Man Zhou, Aiping Liu, Xun chen, Deyu Meng
PanFlowNet: A Flow-Based Deep Network for Pan-sharpening. CoRR (2023)
Qi Xie, Qian Zhao, Zongben Xu, Deyu Meng
Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Yongheng Sun, Fan Wang, Jun Shu, Haifeng Wang, Li Wang, Deyu Meng, Chunfeng Lian
Dual Meta-Learning with Longitudinally Generalized Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan. CoRR (2023)
Hailin Wang, Jiangjun Peng, Wenjin Qin, Jianjun Wang, Deyu Meng
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Quanziang Wang, Renzhen Wang, Yichen Wu, Xixi Jia, Deyu Meng
CBA: Improving Online Continual Learning via Continual Bias Adaptor. ICCV (2023)
Yuchen Du, Lisheng Wang, Deyu Meng, Benzhi Chen, Chengyang An, Hao Liu, Weiping Liu, Yupeng Xu, Ying Fan, Dagan Feng, Xiuying Wang, Xun Xu
Individualized Statistical Modeling of Lesions in Fundus Images for Anomaly Detection. IEEE Trans. Medical Imaging 42 (4) (2023)
Zeyu Zhu, Xiangyong Cao, Man Zhou, Junhao Huang, Deyu Meng
Probability-based Global Cross-modal Upsampling for Pansharpening. CVPR (2023)
Chenyu Xue, Fan Wang, Yuanzhuo Zhu, Hui Li, Deyu Meng, Dinggang Shen, Chunfeng Lian
NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm Infants. CoRR (2023)
Jinhui Hou, Zhiyu Zhu, Junhui Hou, Hui Liu, Huanqiang Zeng, Deyu Meng
Deep Diversity-Enhanced Feature Representation of Hyperspectral Images. CoRR (2023)
Yecong Wan, Ming-Wen Shao, Yuanshuo Cheng, Yue-Xian Liu, Zhi-Yuan Bao, Deyu Meng
Restoring Images Captured in Arbitrary Hybrid Adverse Weather Conditions in One Go. CoRR (2023)
Jun Shu, Xiang Yuan, Deyu Meng, Zongben Xu
DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning. CoRR (2023)
Jiahong Fu, Qi Xie, Deyu Meng, Zongben Xu
Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration. CoRR (2023)
Qian Zhao, Hui Wang, Xuehu Zhu, Deyu Meng
Stein variational gradient descent with learned direction. Inf. Sci. 637 (2023)
Man Zhou, Naishan Zheng, Jie Huang, Xiangyu Rui, Chunle Guo, Deyu Meng, Chongyi Li, Jinwei Gu
Random Weights Networks Work as Loss Prior Constraint for Image Restoration. CoRR (2023)
Huan Liu, Mingwen Shao, Yuanjian Qiao, Yecong Wan, Deyu Meng
Unpaired image super-resolution using a lightweight invertible neural network. Pattern Recognit. 144 (2023)
Yuntao Shou, Xiangyong Cao, Deyu Meng
Masked Contrastive Graph Representation Learning for Age Estimation. CoRR (2023)
Yongheng Sun, Fan Wang, Jun Shu, Haifeng Wang, Li Wang, Deyu Meng, Chunfeng Lian
Dual Meta-Learning with Longitudinally Generalized Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan. ICCV (2023)
Kaidong Wang, Xiuwu Liao, Jun Li, Deyu Meng, Yao Wang
Hyperspectral Image Super-Resolution via Knowledge-Driven Deep Unrolling and Transformer Embedded Convolutional Recurrent Neural Network. IEEE Trans. Image Process. 32 (2023)
Zitai Xu, Yi-Si Luo, Bangyu Wu, Deyu Meng
S2S-WTV: Seismic Data Noise Attenuation Using Weighted Total Variation Regularized Self-Supervised Learning. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zeyu Gao, Bangyang Hong, Yang Li, Xianli Zhang, Jialun Wu, Chunbao Wang, Xiangrong Zhang, Tieliang Gong, Yefeng Zheng, Deyu Meng, Chen Li
A semi-supervised multi-task learning framework for cancer classification with weak annotation in whole-slide images. Medical Image Anal. 83 (2023)
Jun Shu, Xiang Yuan, Deyu Meng, Zongben Xu
CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Li Pang, Weizhen Gu, Xiangyong Cao, Xiangyu Rui, Jiangjun Peng, Shuang Xu, Gang Yang, Deyu Meng
HIDFlowNet: A Flow-Based Deep Network for Hyperspectral Image Denoising. CoRR (2023)
Kaiyu Li, Xiangyong Cao, Deyu Meng
A New Learning Paradigm for Foundation Model-based Remote Sensing Change Detection. CoRR (2023)
Yuanshuo Cheng, Mingwen Shao, Yecong Wan, Yue-Xian Liu, Huan Liu, Deyu Meng
Deep Fuzzy Clustering Transformer: Learning the General Property of Corruptions for Degradation-Agnostic Multitask Image Restoration. IEEE Trans. Fuzzy Syst. 31 (12) (2023)
Shuyin Xia, Xinyu Bai, Guoyin Wang, Yunlong Cheng, Deyu Meng, Xinbo Gao, Yujia Zhai, Elisabeth Giem
An Efficient and Accurate Rough Set for Feature Selection, Classification, and Knowledge Representation. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Zhemin Li, Hongxia Wang, Deyu Meng
Regularize implicit neural representation by itself. CVPR (2023)
Yuanshuo Cheng, Mingwen Shao, Yecong Wan, Lixu Zhang, Wangmeng Zuo, Deyu Meng
Cross-Consistent Deep Unfolding Network for Adaptive All-In-One Video Restoration. CoRR (2023)
Minghao Zhou, Hong Wang, Qian Zhao, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng
Interactive Segmentation as Gaussian Process Classification. CoRR (2023)
Minghao Zhou, Hong Wang, Qian Zhao, Yuexiang Li, Yawen Huang, Deyu Meng, Yefeng Zheng
Interactive Segmentation as Gaussian Process Classification. CVPR (2023)
Gang Yang, Xiangyong Cao, Wenzhe Xiao, Man Zhou, Aiping Liu, Xun Chen, Deyu Meng
PanFlowNet: A Flow-Based Deep Network for Pan-sharpening. ICCV (2023)
Zitai Xu, Yisi Luo, Bangyu Wu, Deyu Meng, Yangkang Chen
Deep Nonlocal Regularizer: A Self-Supervised Learning Method for 3-D Seismic Denoising. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Chenyu Xue, Fan Wang, Yuanzhuo Zhu, Hui Li, Deyu Meng, Dinggang Shen, Chunfeng Lian
NeuroExplainer: Fine-Grained Attention Decoding to Uncover Cortical Development Patterns of Preterm Infants. MICCAI (2) (2023)
Qian Zhao, Jun Shu, Xiang Yuan, Ziming Liu, Deyu Meng
A Probabilistic Formulation for Meta-Weight-Net. IEEE Trans. Neural Networks Learn. Syst. 34 (3) (2023)
Zilong Zhang, Zhibin Zhao, Deyu Meng, Xingwu Zhang, Xuefeng Chen
CA2: Class-Agnostic Adaptive Feature Adaptation for One-class Classification. CoRR (2023)
Yuntao Shou, Xiangyong Cao, Deyu Meng, Bo Dong, Qinghua Zheng
A Low-rank Matching Attention based Cross-modal Feature Fusion Method for Conversational Emotion Recognition. CoRR (2023)
Jun Shu, Deyu Meng, Zongben Xu
Learning an Explicit Hyper-parameter Prediction Function Conditioned on Tasks. J. Mach. Learn. Res. 24 (2023)
Xinling Liu, Jingyao Hou, Jiangjun Peng, Hailin Wang, Deyu Meng, Jianjun Wang
Tensor Compressive Sensing Fused Low-Rankness and Local-Smoothness. AAAI (2023)
Huai Chen, Renzhen Wang, Xiuying Wang, Jieyu Li, Qu Fang, Hui Li, Jianhao Bai, Qing Peng, Deyu Meng, Lisheng Wang
Unsupervised Local Discrimination for Medical Images. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Kehui Ding, Jun Shu, Deyu Meng, Zongben Xu
Improve Noise Tolerance of Robust Loss via Noise-Awareness. CoRR (2023)
Shuang Xu, Yifan Wang, Zixiang Zhao, Jiangjun Peng, Xiangyong Cao, Deyu Meng
Neural Gradient Regularizer. CoRR (2023)
Zihong Sun, Qi Xie, Deyu Meng
FRS-Nets: Fourier Parameterized Rotation and Scale Equivariant Networks for Retinal Vessel Segmentation. CoRR (2023)
Xixi Jia, Hailin Wang, Jiangjun Peng, Xiangchu Feng, Deyu Meng
Preconditioning Matters: Fast Global Convergence of Non-convex Matrix Factorization via Scaled Gradient Descent. NeurIPS (2023)
Zhemin Li, Hongxia Wang, Deyu Meng
Regularize implicit neural representation by itself. CoRR (2023)
Junxiong Jia, Yanni Wu, Peijun Li, Deyu Meng
Variational Inverting Network for Statistical Inverse Problems of Partial Differential Equations. J. Mach. Learn. Res. 24 (2023)
Ye Deng, Siqi Hui, Sanping Zhou, Deyu Meng, Jinjun Wang
T-former: An Efficient Transformer for Image Inpainting. CoRR (2023)
Danfeng Hong, Jing Yao, Chenyu Li, Deyu Meng, Naoto Yokoya, Jocelyn Chanussot
Decoupled-and-Coupled Networks: Self-Supervised Hyperspectral Image Super-Resolution With Subpixel Fusion. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Hailin Wang, Jiangjun Peng, Xiangyong Cao, Jianjun Wang, Qibin Zhao, Deyu Meng
Hyperspectral Image Denoising via Nonlocal Spectral Sparse Subspace Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Hailin Wang, Jiangjun Peng, Wenjin Qin, Jianjun Wang, Deyu Meng
Guaranteed Tensor Recovery Fused Low-rankness and Smoothness. CoRR (2023)
Zeyu Zhu, Xiangyong Cao, Man Zhou, Junhao Huang, Deyu Meng
Probability-based Global Cross-modal Upsampling for Pansharpening. CoRR (2023)
Chuandong Liu, Chenqiang Gao, Fangcen Liu, Pengcheng Li, Deyu Meng, Xinbo Gao
Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection. CoRR (2023)
Ning Xu, Jun Shu, RenYi Zheng, Xin Geng, Deyu Meng, Min-Ling Zhang
Variational Label Enhancement. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Chuandong Liu, Chenqiang Gao, Fangcen Liu, Pengcheng Li, Deyu Meng, Xinbo Gao
Hierarchical Supervision and Shuffle Data Augmentation for 3D Semi-Supervised Object Detection. CVPR (2023)
Xiangyu Rui, Xiangyong Cao, Jun Shu, Qian Zhao, Deyu Meng
A Hyper-weight Network for Hyperspectral Image Denoising. CoRR (2023)
Quanziang Wang, Renzhen Wang, Yichen Wu, Xixi Jia, Deyu Meng
CBA: Improving Online Continual Learning via Continual Bias Adaptor. CoRR (2023)
Zina Li, Yao Wang, Qian Zhao, Shijun Zhang, Deyu Meng
A Tensor-Based Online RPCA Model for Compressive Background Subtraction. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Yifeng Xiao, Jiang Xue, Deyu Meng
Hashing-Based Distributed Clustering for Massive High-Dimensional Data. CoRR (2023)
Guang Yang, Shichun He, Deyu Meng, Meiqi Wei, Jianwei Cao, Hongzhi Guo, He Ren, Ziheng Wang
Body landmarks and genetic algorithm-based approach for non-contact detection of head forward posture among Chinese adolescents: revitalizing machine learning in medicine. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Renzhen Wang, Xixi Jia, Quanziang Wang, Yichen Wu, Deyu Meng
Imbalanced Semi-supervised Learning with Bias Adaptive Classifier. ICLR (2023)
Haozhen Shen, Chao Wang, Liang-Jian Deng, Liangtian He, Xiaoping Lu, Mingwen Shao, Deyu Meng
FDDN: frequency-guided network for single image dehazing. Neural Comput. Appl. 35 (25) (2023)
Zeyu Gao, Anyu Mao, Kefei Wu, Yang Li, Liebin Zhao, Xianli Zhang, Jialun Wu, Lisha Yu, Chao Xing, Tieliang Gong, Yefeng Zheng, Deyu Meng, Min Zhou, Chen Li
Childhood Leukemia Classification via Information Bottleneck Enhanced Hierarchical Multi-Instance Learning. IEEE Trans. Medical Imaging 42 (8) (2023)
Zixiang Zhao, Haowen Bai, Yuanzhi Zhu, Jiangshe Zhang, Shuang Xu, Yulun Zhang, Kai Zhang, Deyu Meng, Radu Timofte, Luc Van Gool
DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion. CoRR (2023)
Mingwen Shao, Yuanjian Qiao, Deyu Meng, Wangmeng Zuo
Uncertainty-guided hierarchical frequency domain Transformer for image restoration. Knowl. Based Syst. 263 (2023)
Xinyi Liu, Qian Zhao, Jie Liang, Hui Zeng, Deyu Meng, Lei Zhang
Guided Image Restoration via Simultaneous Feature and Image Guided Fusion. CoRR (2023)
Kaidong Wang, Yao Wang, Xiuwu Liao, Shaojie Tang, Can Yang, Deyu Meng
Provable Tensor Completion with Graph Information. CoRR (2023)
Zixiang Zhao, Haowen Bai, Yuanzhi Zhu, Jiangshe Zhang, Shuang Xu, Yulun Zhang, Kai Zhang, Deyu Meng, Radu Timofte, Luc Van Gool
DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion. ICCV (2023)
Xiangyu Rui, Xiangyong Cao, Zeyu Zhu, Zongsheng Yue, Deyu Meng
Unsupervised Pansharpening via Low-rank Diffusion Model. CoRR (2023)
Jun Shu, Yanwen Zhu, Qian Zhao, Deyu Meng, Zongben Xu
MLR-SNet: Transferable LR Schedules for Heterogeneous Tasks. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Yue Zhao, Lingming Zhang, Yang Liu, Deyu Meng, Zhiming Cui, Chenqiang Gao, Xinbo Gao, Chunfeng Lian, Dinggang Shen
Two-Stream Graph Convolutional Network for Intra-Oral Scanner Image Segmentation. IEEE Trans. Medical Imaging 41 (4) (2022)
Jing Yao, Xiangyong Cao, Danfeng Hong, Xin Wu, Deyu Meng, Jocelyn Chanussot, Zongben Xu
Semi-Active Convolutional Neural Networks for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Fang Chen, Chenqiang Gao, Fangcen Liu, Yue Zhao, Yuxi Zhou, Deyu Meng, Wangmeng Zuo
Local Patch Network With Global Attention for Infrared Small Target Detection. IEEE Trans. Aerosp. Electron. Syst. 58 (5) (2022)
Zhong-Cheng Wu, Ting-Zhu Huang, Liang-Jian Deng, Hong-Xia Dou, Deyu Meng
Tensor Wheel Decomposition and Its Tensor Completion Application. NeurIPS (2022)
Yi-Si Luo, Xile Zhao, Deyu Meng, Tai-Xiang Jiang
HLRTF: Hierarchical Low-Rank Tensor Factorization for Inverse Problems in Multi-Dimensional Imaging. CVPR (2022)
Xinyi Liu, Qi Xie, Qian Zhao, Hong Wang, Deyu Meng
Low-light Image Enhancement by Retinex Based Algorithm Unrolling and Adjustment. CoRR (2022)
Hong Wang, Yuexiang Li, Deyu Meng, Yefeng Zheng
Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction. CoRR (2022)
Sanping Zhou, Jinjun Wang, Jun Shu, Deyu Meng, Le Wang, Nanning Zheng
Multinetwork Collaborative Feature Learning for Semisupervised Person Reidentification. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Yue Zhao, Lingming Zhang, Yang Liu, Deyu Meng, Zhiming Cui, Chenqiang Gao, Xinbo Gao, Chunfeng Lian, Dinggang Shen
Two-Stream Graph Convolutional Network for Intra-oral Scanner Image Segmentation. CoRR (2022)
Jingyao Hou, Feng Zhang, Haiquan Qiu, Jianjun Wang, Yao Wang, Deyu Meng
Robust Low-Tubal-Rank Tensor Recovery From Binary Measurements. IEEE Trans. Pattern Anal. Mach. Intell. 44 (8) (2022)
Mingwen Shao, Chao Wang, Tianjun Wu, Deyu Meng, Jiancheng Luo
Context-Based Multiscale Unified Network for Missing Data Reconstruction in Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Junxiong Jia, Yanni Wu, Peijun Li, Deyu Meng
Variational Inverting Network for Statistical Inverse Problems of Partial Differential Equations. CoRR (2022)
Chao Wang, Mingwen Shao, Deyu Meng, Wangmeng Zuo
Dual-Pyramidal Image Inpainting With Dynamic Normalization. IEEE Trans. Circuits Syst. Video Technol. 32 (9) (2022)
Jun Shu, Xiang Yuan, Deyu Meng, Zongben Xu
CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning. CoRR (2022)
Risheng Liu, Jiaxin Gao, Jin Zhang, Deyu Meng, Zhouchen Lin
Investigating Bi-Level Optimization for Learning and Vision From a Unified Perspective: A Survey and Beyond. IEEE Trans. Pattern Anal. Mach. Intell. 44 (12) (2022)
Zhanyu Ma, Yuping Lai, Jiyang Xie, Deyu Meng, W. Bastiaan Kleijn, Jun Guo, Jingyi Yu
Dirichlet Process Mixture of Generalized Inverted Dirichlet Distributions for Positive Vector Data With Extended Variational Inference. IEEE Trans. Neural Networks Learn. Syst. 33 (11) (2022)
Hong Wang, Yuexiang Li, Deyu Meng, Yefeng Zheng
Adaptive Convolutional Dictionary Network for CT Metal Artifact Reduction. IJCAI (2022)
Xu Chen, Chenqiang Gao, Chaoyu Li, Yi Yang, Deyu Meng
Infrared Action Detection in the Dark via Cross-Stream Attention Mechanism. IEEE Trans. Multim. 24 (2022)

Deyu Meng.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Deyu Meng