Zongben Xu

ORCID

Publication Activity (10 Years)

Years Active: 1985-2024
Publications (10 Years): 210

Top Venues

CoRR

IEEE Trans. Geosci. Remote. Sens.

IEEE Trans. Cybern.

Sci. China Inf. Sci.

Publications

Shibo Wang, Shusen Yang, Hairong Su, Cong Zhao, Chenren Xu, Feng Qian, Nanbin Wang, Zongben Xu
Robust Saliency-Driven Quality Adaptation for Mobile 360-Degree Video Streaming. IEEE Trans. Mob. Comput. 23 (2) (2024)
Qingming Kong, Jianyong Sun, Yongquan Zhang, Zongben Xu
Probabilistic Matrix Factorization for Data With Attributes Based on Finite Mixture Modeling. IEEE Trans. Cybern. 54 (2) (2024)
Kun Chen, Junchen Liang, Junmin Liu, Weilin Shen, Zongben Xu, Zhengjian Yao
Entropy regularized fuzzy nonnegative matrix factorization for data clustering. Int. J. Mach. Learn. Cybern. 15 (2) (2024)
Yiqing Zhang, Jianyong Sun, Jiang Xue, Zongben Xu
Improving Signal Detector by Precoding in Uplink Multiuser MIMO System. IEEE Trans. Veh. Technol. 73 (1) (2024)
Qingming Kong, Jianyong Sun, Zongben Xu
Joint orthogonal symmetric non-negative matrix factorization for community detection in attribute network. Knowl. Based Syst. 283 (2024)
Xiang Gu, Jian Sun, Zongben Xu
Unsupervised and Semi-Supervised Robust Spherical Space Domain Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. 46 (3) (2024)
Haotian Zhang, Jianyong Sun, Kay Chen Tan, Zongben Xu
Learning Adaptive Differential Evolution by Natural Evolution Strategies. IEEE Trans. Emerg. Top. Comput. Intell. 7 (3) (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)
Jiazhen Wang, Yan Yang, Heran Yang, Chunfeng Lian, Zongben Xu, Jian Sun
MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging. IEEE Trans. Computational Imaging 9 (2023)
Cuican Yu, Guansong Lu, Yihan Zeng, Jian Sun, Xiaodan Liang, Huibin Li, Zongben Xu, Songcen Xu, Wei Zhang, Hang Xu
Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images. ICCV (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)
Haotian Zhang, Jianyong Sun, Yuhao Wang, Jialong Shi, Zongben Xu
Variational Reinforcement Learning for Hyper-Parameter Tuning of Adaptive Evolutionary Algorithm. IEEE Trans. Emerg. Top. Comput. Intell. 7 (5) (2023)
Xiang Gu, Liwei Yang, Jian Sun, Zongben Xu
Optimal Transport-Guided Conditional Score-Based Diffusion Models. CoRR (2023)
Xunmeng Wu, Zai Yang, Zongben Xu
Multichannel Frequency Estimation in Challenging Scenarios via Structured Matrix Embedding and Recovery (StruMER). IEEE Trans. Signal Process. 71 (2023)
Xunmeng Wu, Zai Yang, Zhiqiang Wei, Zongben Xu
Source Localization for Constant Modulus Signals Using a Structured Matrix Recovery Technique (SMART). SSP (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)
Haotian Zhang, Jianyong Sun, Thomas Bäck, Qingfu Zhang, Zongben Xu
Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning [Research Frontier] [Research Frontier]. IEEE Comput. Intell. Mag. 18 (1) (2023)
Jun Shu, Deyu Meng, Zongben Xu
Learning an Explicit Hyper-parameter Prediction Function Conditioned on Tasks. J. Mach. Learn. Res. 24 (2023)
Kehui Ding, Jun Shu, Deyu Meng, Zongben Xu
Improve Noise Tolerance of Robust Loss via Noise-Awareness. CoRR (2023)
Yan Yang, Yizhou Wang, Jiazhen Wang, Jian Sun, Zongben Xu
An Unrolled Implicit Regularization Network for Joint Image and Sensitivity Estimation in Parallel MR Imaging with Convergence Guarantee. SIAM J. Imaging Sci. 16 (3) (2023)
Fan Wang, Xiang Gu, Jian Sun, Zongben Xu
Learning-based local weighted least squares for algebraic multigrid method. J. Comput. Phys. 493 (2023)
Wei Zheng, Jianyong Sun, Qingfu Zhang, Zongben Xu
Continuous Encoding for Overlapping Community Detection in Attributed Network. IEEE Trans. Cybern. 53 (9) (2023)
Yuwen Yang, Feifei Gao, Jiang Xue, Ting Zhou, Zongben Xu
MIMO Detector Selection With Federated Learning. IEEE Trans. Wirel. Commun. 22 (7) (2023)
Qiang Hu, Feifei Gao, Hao Zhang, Geoffrey Ye Li, Zongben Xu
Understanding Deep MIMO Detection. IEEE Trans. Wirel. Commun. 22 (12) (2023)
Yannan Pu, Jian Sun, Niansheng Tang, Zongben Xu
Deep expectation-maximization network for unsupervised image segmentation and clustering. Image Vis. Comput. 135 (2023)
Cuican Yu, Zihui Zhang, Huibin Li, Jian Sun, Zongben Xu
Meta-learning-based adversarial training for deep 3D face recognition on point clouds. Pattern Recognit. 134 (2023)
Haotian Zhang, Jianyong Sun, Zongben Xu, Jialong Shi
Learning unified mutation operator for differential evolution by natural evolution strategies. Inf. Sci. 632 (2023)
Xiang Gu, Yucheng Yang, Wei Zeng, Jian Sun, Zongben Xu
Keypoint-Guided Optimal Transport. CoRR (2023)
Xiaorong Li, Shipeng Wang, Jian Sun, Zongben Xu
Memory efficient data-free distillation for continual learning. Pattern Recognit. 144 (2023)
Xin Liu, Jianyong Sun, Qingfu Zhang, Zhenkun Wang, Zongben Xu
Learning to Learn Evolutionary Algorithm: A Learnable Differential Evolution. IEEE Trans. Emerg. Top. Comput. Intell. 7 (6) (2023)
Qian Xu, Jianyong Sun, Zongben Xu
Robust Frequency Selective Precoding for Downlink Massive MIMO in 5G Broadband System. IEEE Trans. Veh. Technol. 72 (12) (2023)
Feipeng Li, Jinghuai Gao, Zhaoqi Gao, Chuang Li, Qingzhen Wang, Wenbo Sun, Zongben Xu
Generating Azimuth-Reflection Angle Gathers From Reverse Time Migration Using the High-Dimensional Local Phase Space Approximation of Seismic Wavefields. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xiaorong Li, Shipeng Wang, Jian Sun, Zongben Xu
Variational Data-Free Knowledge Distillation for Continual Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Xiang Gu, Liwei Yang, Jian Sun, Zongben Xu
Optimal Transport-Guided Conditional Score-Based Diffusion Model. NeurIPS (2023)
Xunmeng Wu, Zai Yang, Jian-Feng Cai, Zongben Xu
Spectral Super-Resolution on the Unit Circle Via Gradient Descent. ICASSP (2023)
Cuican Yu, Guansong Lu, Yihan Zeng, Jian Sun, Xiaodan Liang, Huibin Li, Zongben Xu, Songcen Xu, Wei Zhang, Hang Xu
Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images. CoRR (2023)
Heran Yang, Jian Sun, Zongben Xu
Learning Unified Hyper-Network for Multi-Modal MR Image Synthesis and Tumor Segmentation With Missing Modalities. IEEE Trans. Medical Imaging 42 (12) (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)
Naihao Liu, Fangyu Li, Dehua Wang, Jinghuai Gao, Zongben Xu
Ground-Roll Separation and Attenuation Using Curvelet-Based Multichannel Variational Mode Decomposition. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shibo Wang, Shusen Yang, Hailiang Li, Xiaodan Zhang, Chen Zhou, Chenren Xu, Feng Qian, Nanbin Wang, Zongben Xu
SalientVR: saliency-driven mobile 360-degree video streaming with gaze information. MobiCom (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)
Yuwen Yang, Feifei Gao, Mingjin Wang, Jiang Xue, Zongben Xu
Dynamic Neural Network for MIMO Detection. IEEE J. Sel. Areas Commun. 40 (8) (2022)
Xunmeng Wu, Zai Yang, Petre Stoica, Zongben Xu
Maximum Likelihood Line Spectral Estimation in the Signal Domain: A Rank-Constrained Structured Matrix Recovery Approach. IEEE Trans. Signal Process. 70 (2022)
Linan Xu, Zhaoqi Gao, Sichao Hu, Jinghuai Gao, Zongben Xu
Simultaneous Inversion for Reflectivity and Q Using Nonstationary Seismic Data With Deep-Learning-Based Decoupling. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jun Shu, Xiang Yuan, Deyu Meng, Zongben Xu
CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning. CoRR (2022)
Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu
LDP-IDS: Local Differential Privacy for Infinite Data Streams. CoRR (2022)
Xiangyong Cao, Xueyang Fu, Danfeng Hong, Zongben Xu, Deyu Meng
PanCSC-Net: A Model-Driven Deep Unfolding Method for Pansharpening. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jianyong Sun, Wei Zheng, Qingfu Zhang, Zongben Xu
Graph Neural Network Encoding for Community Detection in Attribute Networks. IEEE Trans. Cybern. 52 (8) (2022)
Xiaohui Yang, Zheng Wang, Jian Sun, Zongben Xu
Unlabeled data driven cost-sensitive inverse projection sparse representation-based classification with 1/2 regularization. Sci. China Inf. Sci. 65 (8) (2022)
Feng Li, Gang Dai, Heng Du, Yiqing Zhang, Zhengyang Hu, Guanzhang Liu, Runhua Li, Jiang Xue, Zongben Xu
Unified Mathematical Framework for Intelligent Transceiver Design. VTC Fall (2022)
Heng Du, Yun Deng, Jiang Xue, Deyu Meng, Qian Zhao, Zongben Xu
Robust Online CSI Estimation in a Complex Environment. IEEE Trans. Wirel. Commun. 21 (10) (2022)
Zhaoqi Gao, Sichao Hu, Chuang Li, Hongling Chen, Xiudi Jiang, Zhibin Pan, Jinghuai Gao, Zongben Xu
A Deep-Learning-Based Generalized Convolutional Model For Seismic Data and Its Application in Seismic Deconvolution. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shipeng Wang, Yan Yang, Jian Sun, Zongben Xu
Variational HyperAdam: A Meta-Learning Approach to Network Training. IEEE Trans. Pattern Anal. Mach. Intell. 44 (8) (2022)
Jianyong Sun, Qingming Kong, Zongben Xu
Deep alternating non-negative matrix factorisation. Knowl. Based Syst. 251 (2022)
Yiqing Zhang, Jianyong Sun, Jiang Xue, Geoffrey Ye Li, Zongben Xu
Deep Expectation-Maximization for Joint MIMO Channel Estimation and Signal Detection. IEEE Trans. Signal Process. 70 (2022)
Xiaobo Liu, Wei Xue, Xiaoming Chen, Anxue Zhang, Qiang Cheng, Zongben Xu
On the uniqueness of virtual substrate for metasurface in a dielectric half-space. Sci. China Inf. Sci. 65 (1) (2022)
Jiahong Fu, Hong Wang, Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution. CoRR (2022)
Zhaoqi Gao, Wei Yang, Chuang Li, Feipeng Li, Qingzhen Wang, Jicai Ding, Jinghuai Gao, Zongben Xu
Self-Supervised Deep Learning for Nonlinear Seismic Full Waveform Inversion. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu
LDP-IDS: Local Differential Privacy for Infinite Data Streams. SIGMOD Conference (2022)
Haotian Zhang, Jialong Shi, Jianyong Sun, Zongben Xu
Learning to balance exploration and exploitation in pareto local search for multi-objective combinatorial optimization. GECCO Companion (2022)
Jiahong Fu, Hong Wang, Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution. ECCV (19) (2022)
Xiang Gu, Yucheng Yang, Wei Zeng, Jian Sun, Zongben Xu
Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation. NeurIPS (2022)
Jing Yao, Danfeng Hong, Lin Xu, Deyu Meng, Jocelyn Chanussot, Zongben Xu
Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Qi Xie, Minghao Zhou, Qian Zhao, Zongben Xu, Deyu Meng
MHF-Net: An Interpretable Deep Network for Multispectral and Hyperspectral Image Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 44 (3) (2022)
Naihao Liu, Teng Huang, Jinghuai Gao, Zongben Xu, Daxing Wang, Fangyu Li
Quantum-Enhanced Deep Learning-Based Lithology Interpretation From Well Logs. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Tian-Hui Ma, Zongben Xu, Deyu Meng, Xi-Le Zhao
Hyperspectral Image Restoration Combining Intrinsic Image Characterization With Robust Noise Modeling. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Qi Xie, Qian Zhao, Zongben Xu, Deyu Meng
Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions. CoRR (2021)
Cuican Yu, Zihui Zhang, Huibin Li, Jian Sun, Zongben Xu
A distribution independence based method for 3D face shape decomposition. Comput. Vis. Image Underst. 210 (2021)
Lixuan Yi, Qian Zhao, Wei Wei, Zongben Xu
Robust online rain removal for surveillance videos with dynamic rains. Knowl. Based Syst. 222 (2021)
Heran Yang, Jian Sun, Liwei Yang, Zongben Xu
A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image Translation. MICCAI (3) (2021)
Junxiong Jia, Qian Zhao, Zongben Xu, Deyu Meng, Yee Leung
Variational Bayes' Method for Functions with Applications to Some Inverse Problems. SIAM J. Sci. Comput. 43 (1) (2021)
Xunmeng Wu, Zai Yang, Zongben Xu
Robust spectral compressive sensing via vanilla gradient descent. CoRR (2021)
Shipeng Wang, Xiaorong Li, Jian Sun, Zongben Xu
Training Networks in Null Space of Feature Covariance for Continual Learning. CoRR (2021)
Haotian Zhang, Jianyong Sun, Zongben Xu
Learning to Mutate for Differential Evolution. CEC (2021)
Zhaoqi Gao, Chuang Li, Naihao Liu, Zhibin Pan, Jinghuai Gao, Zongben Xu
Large-Dimensional Seismic Inversion Using Global Optimization With Autoencoder-Based Model Dimensionality Reduction. IEEE Trans. Geosci. Remote. Sens. 59 (2) (2021)
Jianyong Sun, Xin Liu, Thomas Bäck, Zongben Xu
Learning adaptive differential evolution algorithm from optimization experiences by policy gradient. CoRR (2021)
Zhaoqi Gao, Chuang Li, Tao Yang, Zhibin Pan, Jinghuai Gao, Zongben Xu
OMMDE-Net: A Deep Learning-Based Global Optimization Method for Seismic Inversion. IEEE Geosci. Remote. Sens. Lett. 18 (2) (2021)
Xiang Gu, Xi Yu, Yan Yang, Jian Sun, Zongben Xu
Adversarial Reweighting for Partial Domain Adaptation. NeurIPS (2021)
Kaidong Wang, Yao Wang, Qian Zhao, Deyu Meng, Xiuwu Liao, Zongben Xu
SPLBoost: An Improved Robust Boosting Algorithm Based on Self-Paced Learning. IEEE Trans. Cybern. 51 (3) (2021)
Heran Yang, Jian Sun, Liwei Yang, Zongben Xu
A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image Translation. CoRR (2021)
Danfeng Hong, Jing Yao, Deyu Meng, Zongben Xu, Jocelyn Chanussot
Multimodal GANs: Toward Crossmodal Hyperspectral-Multispectral Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 59 (6) (2021)
Jun Shu, Deyu Meng, Zongben Xu
Learning an Explicit Hyperparameter Prediction Policy Conditioned on Tasks. CoRR (2021)
Shipeng Wang, Xiaorong Li, Jian Sun, Zongben Xu
Training Networks in Null Space of Feature Covariance for Continual Learning. CVPR (2021)
Jianyong Sun, Xin Liu, Thomas Bäck, Zongben Xu
Learning Adaptive Differential Evolution Algorithm From Optimization Experiences by Policy Gradient. IEEE Trans. Evol. Comput. 25 (4) (2021)
Yan Yang, Jian Sun, Huibin Li, Zongben Xu
ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing. IEEE Trans. Pattern Anal. Mach. Intell. 42 (3) (2020)
Jianyong Sun, Wei Zheng, Qingfu Zhang, Zongben Xu
Graph Neural Network Encoding for Community Detection in Attribute Networks. CoRR (2020)
Jianyong Sun, Yiqing Zhang, Jiang Xue, Zongben Xu
Learning to Search for MIMO Detection. IEEE Trans. Wirel. Commun. 19 (11) (2020)
Xiang Gu, Jian Sun, Zongben Xu
Spherical Space Domain Adaptation With Robust Pseudo-Label Loss. CVPR (2020)
Haotian Zhang, Jianyong Sun, Zongben Xu
Learning to be Global Optimizer. CoRR (2020)
Benzhi Chen, Lisheng Wang, Xiuying Wang, Jian Sun, Yijie Huang, Dagan Feng, Zongben Xu
Abnormality detection in retinal image by individualized background learning. Pattern Recognit. 102 (2020)
Tian-Hui Ma, Zongben Xu, Deyu Meng
Remote Sensing Image Denoising via Low-Rank Tensor Approximation and Robust Noise Modeling. Remote. Sens. 12 (8) (2020)
Yan Yang, Na Wang, Heran Yang, Jian Sun, Zongben Xu
Model-Driven Deep Attention Network for Ultra-fast Compressive Sensing MRI Guided by Cross-contrast MR Image. MICCAI (2) (2020)
Haotian Zhang, Jianyong Sun, Zongben Xu
Adaptive Structural Hyper-Parameter Configuration by Q-Learning. CoRR (2020)
Zhengyang Hu, Jiang Xue, Deyu Meng, Qian Zhao, Zongben Xu
MEP-Based Channel Estimation under Complex Communication Environment. ICC (2020)
Haotian Zhang, Jianyong Sun, Zongben Xu
On Hyper-parameter Tuning for Stochastic Optimization Algorithms. CoRR (2020)
Jun Shu, Qian Zhao, Keyu Chen, Zongben Xu, Deyu Meng
Learning Adaptive Loss for Robust Learning with Noisy Labels. CoRR (2020)
Ziyi Yang, Jun Shu, Yong Liang, Deyu Meng, Zongben Xu
Select-ProtoNet: Learning to Select for Few-Shot Disease Subtype Prediction. CoRR (2020)
Dong Zeng, Lisha Yao, Yongshuai Ge, Sui Li, Qi Xie, Hao Zhang, Zhaoying Bian, Qian Zhao, Yuanqing Li, Zongben Xu, Deyu Meng, Jianhua Ma
Full-Spectrum-Knowledge-Aware Tensor Model for Energy-Resolved CT Iterative Reconstruction. IEEE Trans. Medical Imaging 39 (9) (2020)
Kaidong Wang, Yao Wang, Xi-Le Zhao, Jonathan Cheung-Wai Chan, Zongben Xu, Deyu Meng
Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 58 (11) (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zongben Xu