Zongben Xu

436 papers A* 29B 5C 5Misc 1Journal 357Unranked 39
YearRankTypeTitle / Venue / Authors
2026 J jnl
Design Intelligent Air Interface of MIMO Systems.
IEEE Trans. Wirel. Commun.
Jianhua Guo, Runhua Li, Guanzhang Liu, Zhengyang Hu, Yiqing Zhang, Feng Li, Gang Dai, Jiang Xue, John S. Thompson, Zongben Xu
2026 A* conf
G-IR: Geometric Image Representation for Learning.
AAAI
Xin Chen, Qi Zhao, Wei Zeng, Zongben Xu
2026 J jnl
KoopGen: Koopman Generator Networks for Representing and Predicting Dynamical Systems with Continuous Spectra.
CoRR
Liangyu Su, Jun Shu, Rui Liu, Deyu Meng, Zongben Xu
2026 J jnl
Rotation Equivariant Mamba for Vision Tasks.
CoRR
Zhongchen Zhao, Qi Xie, Keyu Huang, Lei Zhang, Deyu Meng, Zongben Xu
2026 J jnl
Scalable Pre-Trained Masked Channel Model of Wireless Communications.
IEEE Trans. Commun.
Jianhua Guo, Zhongsheng Deng, Zhen Qiao, Junkai Zhang, Jiang Xue, Dusit Niyato, Zongben Xu
2026 J jnl
Uncertainty Awareness in Wireless Communications and Sensing.
IEEE Commun. Mag.
Shixiong Wang, Wei Dai, Jianyong Sun, Zongben Xu, Geoffrey Ye Li
2026 J jnl
Vanilla Group Equivariant Vision Transformer: Simple and Effective.
CoRR
Jiahong Fu, Qi Xie, Deyu Meng, Zongben Xu
2025 J jnl
5GR-DTAD: A Domain and Data-Driven Framework for Diagnosing Abnormal Downlink Throughput in 5G RAN.
IEEE Trans. Ind. Informatics
Yuqian Yang, Cong Zhao, Shusen Yang, Zongben Xu
2025 J jnl
Adaptive Implicit-Based Deep Learning Channel Estimation for 6G Communications.
IEEE Commun. Mag.
Zhen Qiao, Jiang Xue, Junkai Zhang, Guanzhang Liu, Xiaoqin Ma, Runhua Li, Faheem Ahmad Khan, John S. Thompson, Zongben Xu
2025 J jnl
Adaptive Implicit-Based Deep Learning Channel Estimation for 6G Communications.
CoRR
Zhen Qiao, Jiang Xue, Junkai Zhang, Guanzhang Liu, Xiaoqin Ma, Runhua Li, Faheem Ahmad Khan, John S. Thompson, Zongben Xu
2025 J jnl
Adaptive representation learning and sample weighting for low-quality 3D face recognition.
Pattern Recognit.
Cuican Yu, Fengxun Sun, Zihui Zhang, Huibin Li, Liming Chen, Jian Sun, Zongben Xu
2025 J jnl
Anatomy-Aware Deep Unrolling for Task-Oriented Acceleration of Multi-Contrast MRI.
IEEE Trans. Medical Imaging
Yuzhu He, Chunfeng Lian, Ruyi Xiao, Fangmao Ju, Chao Zou, Zongben Xu, Jianhua Ma
2025 J jnl
Artificial intelligence-based methods for protein structure prediction: a survey.
Artif. Intell. Rev.
Zhi-Hui Zhan, Jun Hong, Jian-Yu Li, Cheng Wang, Langchong He, Zongben Xu, Jun Zhang
2025 J jnl
Cross-Channel Model-Driven Learning for Massive MIMO Detection by HyperNetwork.
IEEE Trans. Wirel. Commun.
Yiqing Zhang, Jianyong Sun, Jiang Xue, Zongben Xu
2025 J jnl
Deep Learning-Empowered Secure Predictive Beamforming Design for Integrated Sensing and Communications Systems.
IEEE Trans. Wirel. Commun.
Junkai Zhang, Zhen Qiao, Faheem Ahmad Khan, Guanzhang Liu, Zhiqiang Wei, Jiang Xue, Zongben Xu, Derrick Wing Kwan Ng
2025 J jnl
Domain-Generalized Discrete Diffusion Model for Cross-Domain Medical Image Segmentation.
IEEE Trans. Medical Imaging
Heran Yang, Wenbo Hua, Zongben Xu, Jian Sun
2025 J jnl
Efficient MU-MIMO Beamforming Based on Majorization-Minimization and Deep Unfolding.
IEEE Trans. Wirel. Commun.
Qian Xu, Jianyong Sun, Zongben Xu
2025 J jnl
Feed Two Birds with One Scone: Exploiting Function-Space Regularization for Both OOD Robustness and ID Fine-Tuning Performance.
CoRR
Xiang Yuan, Jun Shu, Deyu Meng, Zongben Xu
2025 J jnl
GATE: Adaptive Learning with Working Memory by Information Gating in Multi-lamellar Hippocampal Formation.
CoRR
Yuechen Liu, Zishun Wang, Chen Qiao, Zongben Xu
2025 J jnl
GMapLatent: Geometric Mapping in Latent Space.
CoRR
Wei Zeng, Xuebin Chang, Jianghao Su, Xiang Gu, Jian Sun, Zongben Xu
2025 J jnl
Improve Noise Tolerance of Robust Loss via Noise-Awareness.
IEEE Trans. Neural Networks Learn. Syst.
Kehui Ding, Jun Shu, Deyu Meng, Zongben Xu
2025 A* conf
Improving Memory Efficiency for Training KANs via Meta Learning.
ICML
Zhangchi Zhao, Jun Shu, Deyu Meng, Zongben Xu
2025 J jnl
Improving Memory Efficiency for Training KANs via Meta Learning.
CoRR
Zhangchi Zhao, Jun Shu, Deyu Meng, Zongben Xu
2025 J jnl
LSTM Network Assisted Construction of the Angle-Dependent Point Spread Function and Its Applications in Seismic Imaging.
IEEE Trans. Geosci. Remote. Sens.
Feipeng Li, Jinghuai Gao, Wenbo Sun, Zhiguo Wang, Chuang Li, Zhaoqi Gao, Zongben Xu
2025 — conf
Low-Complexity Algorithms for Multichannel Spectral Super-Resolution.
ICASSP Workshops
Xunmeng Wu, Zai Yang, Zongben Xu
2025 J jnl
Protein Structure Prediction Using a New Optimization-Based Evolutionary and Explainable Artificial Intelligence Approach.
IEEE Trans. Evol. Comput.
Jun Hong, Zhi-Hui Zhan, Langchong He, Zongben Xu, Jun Zhang
2025 J jnl
Rotation Equivariant Arbitrary-Scale Image Super-Resolution.
IEEE Trans. Pattern Anal. Mach. Intell.
Qi Xie, Jiahong Fu, Zongben Xu, Deyu Meng
2025 J jnl
Rotation Equivariant Arbitrary-scale Image Super-Resolution.
CoRR
Qi Xie, Jiahong Fu, Zongben Xu, Deyu Meng
2025 J jnl
Self-supervised distributional and contrastive learning model for image anomaly detection.
Knowl. Based Syst.
Yannan Pu, Jian Sun, Niansheng Tang, Zongben Xu
2025 J jnl
TRG-Net: An Interpretable and Controllable Rain Generator.
IEEE Trans. Neural Networks Learn. Syst.
Zhiqiang Pang, Hong Wang, Qi Xie, Deyu Meng, Zongben Xu
2025 J jnl
Towards Prospective Medical Image Reconstruction via Knowledge-Informed Dynamic Optimal Transport.
CoRR
Taoran Zheng, Xing Li, Yan Yang, Xiang Gu, Zongben Xu, Jian Sun
2025 J jnl
Training Networks in Null Space of Feature Covariance With Self-Supervision for Incremental Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Shipeng Wang, Xiaorong Li, Jian Sun, Zongben Xu
2025 J jnl
True Amplitude Seismic Imaging With Wave Equation-Based Illumination Compensation in the Dip and Reflection Angle Domain.
IEEE Trans. Geosci. Remote. Sens.
Feipeng Li, Jinghuai Gao, Zhiguo Wang, Chuang Li, Zhaoqi Gao, Zongben Xu
2024 — conf
A Gradient-based Method for Differential Evolution Parameter Control by Smoothing.
GECCO Companion
Haotian Zhang, Jialong Shi, Jianyong Sun, Ali Wagdy Mohamed, Zongben Xu
2024 J jnl
Adversarial Reweighting with ɑ-Power Maximization for Domain Adaptation.
CoRR
Xiang Gu, Xi Yu, Yan Yang, Jian Sun, Zongben Xu
2024 J jnl
Adversarial Reweighting with α-Power Maximization for Domain Adaptation.
Int. J. Comput. Vis.
Xiang Gu, Xi Yu, Yan Yang, Jian Sun, Zongben Xu
2024 J jnl
Adversarial data splitting for domain generalization.
Sci. China Inf. Sci.
Xiang Gu, Jian Sun, Zongben Xu
2024 J jnl
Belt and Brace: When Federated Learning Meets Differential Privacy.
CoRR
Xuebin Ren, Shusen Yang, Cong Zhao, Julie A. McCann, Zongben Xu
2024 J jnl
Belt and Braces: When Federated Learning Meets Differential Privacy.
Commun. ACM
Xuebin Ren, Shusen Yang, Cong Zhao, Julie A. McCann, Zongben Xu
2024 — conf
Blind Proximal Diffusion Model for Joint Image and Sensitivity Estimation in Parallel MRI.
MICCAI (7)
Xing Li, Yan Yang, Hairong Zheng, Zongben Xu
2024 J jnl
COFFEE: Covariance Fitting and Focusing for Wideband Direction-of-Arrival Estimation.
IEEE Trans. Signal Process.
Xunmeng Wu, Zai Yang, Zhiqiang Wei, Robert Schober, Zongben Xu
2024 J jnl
Deep Learning Accelerated Blind Seismic Acoustic-Impedance Inversion.
IEEE Trans. Geosci. Remote. Sens.
Zhaoqi Gao, Meiqian Guo, Chuang Li, Zhen Li, Jinghuai Gao, Zongben Xu
2024 J jnl
Direction-of-Arrival Estimation for Constant Modulus Signals Using a Structured Matrix Recovery Technique.
IEEE Trans. Wirel. Commun.
Xunmeng Wu, Zai Yang, Zhiqiang Wei, Zongben Xu
2024 J jnl
Entropy regularized fuzzy nonnegative matrix factorization for data clustering.
Int. J. Mach. Learn. Cybern.
Kun Chen, Junchen Liang, Junmin Liu, Weilin Shen, Zongben Xu, Zhengjian Yao
2024 J jnl
Hyperspectral Image Denoising by Pixel-Wise Noise Modeling and TV-Oriented Deep Image Prior.
Remote. Sens.
Lixuan Yi, Qian Zhao, Zongben Xu
2024 J jnl
ISP-IRLNet: Joint optimization of interpretable sampler and implicit regularization learning network for accerlerated MRI.
Pattern Recognit.
Xing Li, Yan Yang, Hairong Zheng, Zongben Xu
2024 J jnl
Improving Signal Detector by Precoding in Uplink Multiuser MIMO System.
IEEE Trans. Veh. Technol.
Yiqing Zhang, Jianyong Sun, Jiang Xue, Zongben Xu
2024 J jnl
Joint orthogonal symmetric non-negative matrix factorization for community detection in attribute network.
Knowl. Based Syst.
Qingming Kong, Jianyong Sun, Zongben Xu
2024 J jnl
Learning-based Multi-continuum Model for Multiscale Flow Problems.
CoRR
Fan Wang, Yating Wang, Wing Tat Leung, Zongben Xu
2024 J jnl
Learning-based multi-continuum model for multiscale flow problems.
J. Comput. Phys.
Fan Wang, Yating Wang, Wing Tat Leung, Zongben Xu
2024 J jnl
Multichannel Frequency Estimation with Constant Amplitude via Convex Structured Low-Rank Approximation.
SIAM J. Matrix Anal. Appl.
Xunmeng Wu, Zai Yang, Zongben Xu
2024 J jnl
Noise-Generating and Imaging Mechanism Inspired Implicit Regularization Learning Network for Low Dose CT Reconstrution.
IEEE Trans. Medical Imaging
Xing Li, Kaili Jing, Yan Yang, Yongbo Wang, Jianhua Ma, Hairong Zheng, Zongben Xu
2024 J jnl
Probabilistic Matrix Factorization for Data With Attributes Based on Finite Mixture Modeling.
IEEE Trans. Cybern.
Qingming Kong, Jianyong Sun, Yongquan Zhang, Zongben Xu
2024 J jnl
Review of Mathematical Optimization in Federated Learning.
CoRR
Shusen Yang, Fangyuan Zhao, Zihao Zhou, Liang Shi, Xuebin Ren, Zongben Xu
2024 J jnl
Robust Saliency-Driven Quality Adaptation for Mobile 360-Degree Video Streaming.
IEEE Trans. Mob. Comput.
Shibo Wang, Shusen Yang, Hairong Su, Cong Zhao, Chenren Xu, Feng Qian, Nanbin Wang, Zongben Xu
2024 J jnl
Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration.
IEEE Trans. Pattern Anal. Mach. Intell.
Jiahong Fu, Qi Xie, Deyu Meng, Zongben Xu
2024 J jnl
TRG-Net: An Interpretable and Controllable Rain Generator.
CoRR
Zhiqiang Pang, Hong Wang, Qi Xie, Deyu Meng, Zongben Xu
2024 J jnl
TelOps: AI-Driven Operations and Maintenance for Telecommunication Networks.
IEEE Commun. Mag.
Yuqian Yang, Shusen Yang, Cong Zhao, Zongben Xu
2024 J jnl
TelOps: AI-driven Operations and Maintenance for Telecommunication Networks.
CoRR
Yuqian Yang, Shusen Yang, Cong Zhao, Zongben Xu
2024 J jnl
The Synchrosqueezed Method and Its Theory-Analysis-Based Novel Short-Time Fractional Fourier Transform for Chirp Signals.
Remote. Sens.
Zhen Li, Zhaoqi Gao, Liang Chen, Jinghuai Gao, Zongben Xu
2024 J jnl
Unsupervised and Semi-Supervised Robust Spherical Space Domain Adaptation.
IEEE Trans. Pattern Anal. Mach. Intell.
Xiang Gu, Jian Sun, Zongben Xu
2024 — conf
Wideband Direction-of-Arrival Estimation via Covariance Fitting and Focusing.
EUSIPCO
Xunmeng Wu, Zai Yang, Zhiqiang Wei, Robert Schober, Zongben Xu
2023 J jnl
An Unrolled Implicit Regularization Network for Joint Image and Sensitivity Estimation in Parallel MR Imaging with Convergence Guarantee.
SIAM J. Imaging Sci.
Yan Yang, Yizhou Wang, Jiazhen Wang, Jian Sun, Zongben Xu
2023 J jnl
CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Jun Shu, Xiang Yuan, Deyu Meng, Zongben Xu
2023 J jnl
Continuous Encoding for Overlapping Community Detection in Attributed Network.
IEEE Trans. Cybern.
Wei Zheng, Jianyong Sun, Qingfu Zhang, Zongben Xu
2023 J jnl
Controlling Sequential Hybrid Evolutionary Algorithm by Q-Learning [Research Frontier] [Research Frontier].
IEEE Comput. Intell. Mag.
Haotian Zhang, Jianyong Sun, Thomas Bäck, Qingfu Zhang, Zongben Xu
2023 J jnl
DAC-MR: Data Augmentation Consistency Based Meta-Regularization for Meta-Learning.
CoRR
Jun Shu, Xiang Yuan, Deyu Meng, Zongben Xu
2023 J jnl
Deep expectation-maximization network for unsupervised image segmentation and clustering.
Image Vis. Comput.
Yannan Pu, Jian Sun, Niansheng Tang, Zongben Xu
2023 J jnl
Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions.
IEEE Trans. Pattern Anal. Mach. Intell.
Qi Xie, Qian Zhao, Zongben Xu, Deyu Meng
2023 J jnl
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.
Feipeng Li, Jinghuai Gao, Zhaoqi Gao, Chuang Li, Qingzhen Wang, Wenbo Sun, Zongben Xu
2023 J jnl
Improve Noise Tolerance of Robust Loss via Noise-Awareness.
CoRR
Kehui Ding, Jun Shu, Deyu Meng, Zongben Xu
2023 J jnl
Keypoint-Guided Optimal Transport.
CoRR
Xiang Gu, Yucheng Yang, Wei Zeng, Jian Sun, Zongben Xu
2023 J jnl
Learning Adaptive Differential Evolution by Natural Evolution Strategies.
IEEE Trans. Emerg. Top. Comput. Intell.
Haotian Zhang, Jianyong Sun, Kay Chen Tan, Zongben Xu
2023 J jnl
Learning Unified Hyper-Network for Multi-Modal MR Image Synthesis and Tumor Segmentation With Missing Modalities.
IEEE Trans. Medical Imaging
Heran Yang, Jian Sun, Zongben Xu
2023 J jnl
Learning an Explicit Hyper-parameter Prediction Function Conditioned on Tasks.
J. Mach. Learn. Res.
Jun Shu, Deyu Meng, Zongben Xu
2023 J jnl
Learning to Learn Evolutionary Algorithm: A Learnable Differential Evolution.
IEEE Trans. Emerg. Top. Comput. Intell.
Xin Liu, Jianyong Sun, Qingfu Zhang, Zhenkun Wang, Zongben Xu
2023 J jnl
Learning unified mutation operator for differential evolution by natural evolution strategies.
Inf. Sci.
Haotian Zhang, Jianyong Sun, Zongben Xu, Jialong Shi
2023 J jnl
Learning-based local weighted least squares for algebraic multigrid method.
J. Comput. Phys.
Fan Wang, Xiang Gu, Jian Sun, Zongben Xu
2023 J jnl
MD-GraphFormer: A Model-Driven Graph Transformer for Fast Multi-Contrast MR Imaging.
IEEE Trans. Computational Imaging
Jiazhen Wang, Yan Yang, Heran Yang, Chunfeng Lian, Zongben Xu, Jian Sun
2023 J jnl
MIMO Detector Selection With Federated Learning.
IEEE Trans. Wirel. Commun.
Yuwen Yang, Feifei Gao, Jiang Xue, Ting Zhou, Zongben Xu
2023 J jnl
MLR-SNet: Transferable LR Schedules for Heterogeneous Tasks.
IEEE Trans. Pattern Anal. Mach. Intell.
Jun Shu, Yanwen Zhu, Qian Zhao, Deyu Meng, Zongben Xu
2023 J jnl
Memory efficient data-free distillation for continual learning.
Pattern Recognit.
Xiaorong Li, Shipeng Wang, Jian Sun, Zongben Xu
2023 J jnl
Meta-learning-based adversarial training for deep 3D face recognition on point clouds.
Pattern Recognit.
Cuican Yu, Zihui Zhang, Huibin Li, Jian Sun, Zongben Xu
2023 J jnl
Multichannel Frequency Estimation in Challenging Scenarios via Structured Matrix Embedding and Recovery (StruMER).
IEEE Trans. Signal Process.
Xunmeng Wu, Zai Yang, Zongben Xu
2023 A* conf
Optimal Transport-Guided Conditional Score-Based Diffusion Model.
NeurIPS
Xiang Gu, Liwei Yang, Jian Sun, Zongben Xu
2023 J jnl
Optimal Transport-Guided Conditional Score-Based Diffusion Models.
CoRR
Xiang Gu, Liwei Yang, Jian Sun, Zongben Xu
2023 J jnl
Robust Frequency Selective Precoding for Downlink Massive MIMO in 5G Broadband System.
IEEE Trans. Veh. Technol.
Qian Xu, Jianyong Sun, Zongben Xu
2023 J jnl
Robust channel estimation based on the maximum entropy principle.
Sci. China Inf. Sci.
Zhengyang Hu, Jiang Xue, Feng Li, Qian Zhao, Deyu Meng, Zongben Xu
2023 J jnl
Rotation Equivariant Proximal Operator for Deep Unfolding Methods in Image Restoration.
CoRR
Jiahong Fu, Qi Xie, Deyu Meng, Zongben Xu
2023 — conf
Source Localization for Constant Modulus Signals Using a Structured Matrix Recovery Technique (SMART).
SSP
Xunmeng Wu, Zai Yang, Zhiqiang Wei, Zongben Xu
2023 Misc conf
Spectral Super-Resolution on the Unit Circle Via Gradient Descent.
ICASSP
Xunmeng Wu, Zai Yang, Jian-Feng Cai, Zongben Xu
2023 A* conf
Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images.
ICCV
Cuican Yu, Guansong Lu, Yihan Zeng, Jian Sun, Xiaodan Liang, Huibin Li, Zongben Xu, Songcen Xu, Wei Zhang, Hang Xu
2023 J jnl
Towards High-Fidelity Text-Guided 3D Face Generation and Manipulation Using only Images.
CoRR
Cuican Yu, Guansong Lu, Yihan Zeng, Jian Sun, Xiaodan Liang, Huibin Li, Zongben Xu, Songcen Xu, Wei Zhang, Hang Xu
2023 J jnl
Understanding Deep MIMO Detection.
IEEE Trans. Wirel. Commun.
Qiang Hu, Feifei Gao, Hao Zhang, Geoffrey Ye Li, Zongben Xu
2023 J jnl
Variational Data-Free Knowledge Distillation for Continual Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Xiaorong Li, Shipeng Wang, Jian Sun, Zongben Xu
2023 J jnl
Variational Reinforcement Learning for Hyper-Parameter Tuning of Adaptive Evolutionary Algorithm.
IEEE Trans. Emerg. Top. Comput. Intell.
Haotian Zhang, Jianyong Sun, Yuhao Wang, Jialong Shi, Zongben Xu
2022 J jnl
A Deep-Learning-Based Generalized Convolutional Model For Seismic Data and Its Application in Seismic Deconvolution.
IEEE Trans. Geosci. Remote. Sens.
Zhaoqi Gao, Sichao Hu, Chuang Li, Hongling Chen, Xiudi Jiang, Zhibin Pan, Jinghuai Gao, Zongben Xu
2022 J jnl
CMW-Net: Learning a Class-Aware Sample Weighting Mapping for Robust Deep Learning.
CoRR
Jun Shu, Xiang Yuan, Deyu Meng, Zongben Xu
2022 J jnl
Deep Expectation-Maximization for Joint MIMO Channel Estimation and Signal Detection.
IEEE Trans. Signal Process.
Yiqing Zhang, Jianyong Sun, Jiang Xue, Geoffrey Ye Li, Zongben Xu
2022 J jnl
Deep alternating non-negative matrix factorisation.
Knowl. Based Syst.
Jianyong Sun, Qingming Kong, Zongben Xu
2022 J jnl
Dynamic Neural Network for MIMO Detection.
IEEE J. Sel. Areas Commun.
Yuwen Yang, Feifei Gao, Mingjin Wang, Jiang Xue, Zongben Xu
2022 J jnl
Graph Neural Network Encoding for Community Detection in Attribute Networks.
IEEE Trans. Cybern.
Jianyong Sun, Wei Zheng, Qingfu Zhang, Zongben Xu
2022 J jnl
Ground-Roll Separation and Attenuation Using Curvelet-Based Multichannel Variational Mode Decomposition.
IEEE Trans. Geosci. Remote. Sens.
Naihao Liu, Fangyu Li, Dehua Wang, Jinghuai Gao, Zongben Xu
2022 — conf
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution.
ECCV (19)
Jiahong Fu, Hong Wang, Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu
2022 J jnl
KXNet: A Model-Driven Deep Neural Network for Blind Super-Resolution.
CoRR
Jiahong Fu, Hong Wang, Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu
2022 A* conf
Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation.
NeurIPS
Xiang Gu, Yucheng Yang, Wei Zeng, Jian Sun, Zongben Xu
2022 — conf
LDP-IDS: Local Differential Privacy for Infinite Data Streams.
SIGMOD Conference
Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu
2022 J jnl
LDP-IDS: Local Differential Privacy for Infinite Data Streams.
CoRR
Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu
2022 — conf
Learning to balance exploration and exploitation in pareto local search for multi-objective combinatorial optimization.
GECCO Companion
Haotian Zhang, Jialong Shi, Jianyong Sun, Zongben Xu
2022 J jnl
MHF-Net: An Interpretable Deep Network for Multispectral and Hyperspectral Image Fusion.
IEEE Trans. Pattern Anal. Mach. Intell.
Qi Xie, Minghao Zhou, Qian Zhao, Zongben Xu, Deyu Meng
2022 J jnl
Maximum Likelihood Line Spectral Estimation in the Signal Domain: A Rank-Constrained Structured Matrix Recovery Approach.
IEEE Trans. Signal Process.
Xunmeng Wu, Zai Yang, Petre Stoica, Zongben Xu
2022 J jnl
On the uniqueness of virtual substrate for metasurface in a dielectric half-space.
Sci. China Inf. Sci.
Xiaobo Liu, Wei Xue, Xiaoming Chen, Anxue Zhang, Qiang Cheng, Zongben Xu
2022 J jnl
PanCSC-Net: A Model-Driven Deep Unfolding Method for Pansharpening.
IEEE Trans. Geosci. Remote. Sens.
Xiangyong Cao, Xueyang Fu, Danfeng Hong, Zongben Xu, Deyu Meng
2022 J jnl
Quantum-Enhanced Deep Learning-Based Lithology Interpretation From Well Logs.
IEEE Trans. Geosci. Remote. Sens.
Naihao Liu, Teng Huang, Jinghuai Gao, Zongben Xu, Daxing Wang, Fangyu Li
2022 J jnl
Robust Online CSI Estimation in a Complex Environment.
IEEE Trans. Wirel. Commun.
Heng Du, Yun Deng, Jiang Xue, Deyu Meng, Qian Zhao, Zongben Xu
2022 A* conf
SalientVR: saliency-driven mobile 360-degree video streaming with gaze information.
MobiCom
Shibo Wang, Shusen Yang, Hailiang Li, Xiaodan Zhang, Chen Zhou, Chenren Xu, Feng Qian, Nanbin Wang, Zongben Xu
2022 J jnl
Self-Supervised Deep Learning for Nonlinear Seismic Full Waveform Inversion.
IEEE Trans. Geosci. Remote. Sens.
Zhaoqi Gao, Wei Yang, Chuang Li, Feipeng Li, Qingzhen Wang, Jicai Ding, Jinghuai Gao, Zongben Xu
2022 J jnl
Semi-Active Convolutional Neural Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jing Yao, Xiangyong Cao, Danfeng Hong, Xin Wu, Deyu Meng, Jocelyn Chanussot, Zongben Xu
2022 J jnl
Simultaneous Inversion for Reflectivity and Q Using Nonstationary Seismic Data With Deep-Learning-Based Decoupling.
IEEE Trans. Geosci. Remote. Sens.
Linan Xu, Zhaoqi Gao, Sichao Hu, Jinghuai Gao, Zongben Xu
2022 J jnl
Sparsity-Enhanced Convolutional Decomposition: A Novel Tensor-Based Paradigm for Blind Hyperspectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Jing Yao, Danfeng Hong, Lin Xu, Deyu Meng, Jocelyn Chanussot, Zongben Xu
2022 — conf
Unified Mathematical Framework for Intelligent Transceiver Design.
VTC Fall
Feng Li, Gang Dai, Heng Du, Yiqing Zhang, Zhengyang Hu, Guanzhang Liu, Runhua Li, Jiang Xue, Zongben Xu
2022 J jnl
Unlabeled data driven cost-sensitive inverse projection sparse representation-based classification with 1/2 regularization.
Sci. China Inf. Sci.
Xiaohui Yang, Zheng Wang, Jian Sun, Zongben Xu
2022 J jnl
Variational HyperAdam: A Meta-Learning Approach to Network Training.
IEEE Trans. Pattern Anal. Mach. Intell.
Shipeng Wang, Yan Yang, Jian Sun, Zongben Xu
2021 — conf
A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image Translation.
MICCAI (3)
Heran Yang, Jian Sun, Liwei Yang, Zongben Xu
2021 J jnl
A Unified Hyper-GAN Model for Unpaired Multi-contrast MR Image Translation.
CoRR
Heran Yang, Jian Sun, Liwei Yang, Zongben Xu
2021 J jnl
A distribution independence based method for 3D face shape decomposition.
Comput. Vis. Image Underst.
Cuican Yu, Zihui Zhang, Huibin Li, Jian Sun, Zongben Xu
2021 A* conf
Adversarial Reweighting for Partial Domain Adaptation.
NeurIPS
Xiang Gu, Xi Yu, Yan Yang, Jian Sun, Zongben Xu
2021 J jnl
Fourier Series Expansion Based Filter Parametrization for Equivariant Convolutions.
CoRR
Qi Xie, Qian Zhao, Zongben Xu, Deyu Meng
2021 J jnl
Hyperspectral Image Restoration Combining Intrinsic Image Characterization With Robust Noise Modeling.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Tian-Hui Ma, Zongben Xu, Deyu Meng, Xi-Le Zhao
2021 J jnl
Large-Dimensional Seismic Inversion Using Global Optimization With Autoencoder-Based Model Dimensionality Reduction.
IEEE Trans. Geosci. Remote. Sens.
Zhaoqi Gao, Chuang Li, Naihao Liu, Zhibin Pan, Jinghuai Gao, Zongben Xu
2021 J jnl
Learning Adaptive Differential Evolution Algorithm From Optimization Experiences by Policy Gradient.
IEEE Trans. Evol. Comput.
Jianyong Sun, Xin Liu, Thomas Bäck, Zongben Xu
2021 J jnl
Learning adaptive differential evolution algorithm from optimization experiences by policy gradient.
CoRR
Jianyong Sun, Xin Liu, Thomas Bäck, Zongben Xu
2021 J jnl
Learning an Explicit Hyperparameter Prediction Policy Conditioned on Tasks.
CoRR
Jun Shu, Deyu Meng, Zongben Xu
2021 B conf
Learning to Mutate for Differential Evolution.
CEC
Haotian Zhang, Jianyong Sun, Zongben Xu
2021 J jnl
Multimodal GANs: Toward Crossmodal Hyperspectral-Multispectral Image Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Danfeng Hong, Jing Yao, Deyu Meng, Zongben Xu, Jocelyn Chanussot
2021 J jnl
OMMDE-Net: A Deep Learning-Based Global Optimization Method for Seismic Inversion.
IEEE Geosci. Remote. Sens. Lett.
Zhaoqi Gao, Chuang Li, Tao Yang, Zhibin Pan, Jinghuai Gao, Zongben Xu
2021 J jnl
Robust online rain removal for surveillance videos with dynamic rains.
Knowl. Based Syst.
Lixuan Yi, Qian Zhao, Wei Wei, Zongben Xu
2021 J jnl
SPLBoost: An Improved Robust Boosting Algorithm Based on Self-Paced Learning.
IEEE Trans. Cybern.
Kaidong Wang, Yao Wang, Qian Zhao, Deyu Meng, Xiuwu Liao, Zongben Xu
2021 A* conf
Training Networks in Null Space of Feature Covariance for Continual Learning.
CVPR
Shipeng Wang, Xiaorong Li, Jian Sun, Zongben Xu
2021 J jnl
Training Networks in Null Space of Feature Covariance for Continual Learning.
CoRR
Shipeng Wang, Xiaorong Li, Jian Sun, Zongben Xu
2021 J jnl
Variational Bayes' Method for Functions with Applications to Some Inverse Problems.
SIAM J. Sci. Comput.
Junxiong Jia, Qian Zhao, Zongben Xu, Deyu Meng, Yee Leung
2020 J jnl
ADMM-CSNet: A Deep Learning Approach for Image Compressive Sensing.
IEEE Trans. Pattern Anal. Mach. Intell.
Yan Yang, Jian Sun, Huibin Li, Zongben Xu
2020 J jnl
Abnormality detection in retinal image by individualized background learning.
Pattern Recognit.
Benzhi Chen, Lisheng Wang, Xiuying Wang, Jian Sun, Yijie Huang, Dagan Feng, Zongben Xu
2020 B conf
Adaptive Structural Hyper-Parameter Configuration by Q-Learning.
CEC
Haotian Zhang, Jianyong Sun, Zongben Xu
2020 J jnl
Adaptive Structural Hyper-Parameter Configuration by Q-Learning.
CoRR
Haotian Zhang, Jianyong Sun, Zongben Xu
2020 J jnl
Amortized Variational Deep Q Network.
CoRR
Haotian Zhang, Yuhao Wang, Jianyong Sun, Zongben Xu
2020 J jnl
Color and direction-invariant nonlocal self-similarity prior and its application to color image denoising.
Sci. China Inf. Sci.
Qi Xie, Qian Zhao, Zongben Xu, Deyu Meng
2020 — conf
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution.
ECCV (29)
Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, Zongben Xu
2020 J jnl
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution.
CoRR
Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, Zongben Xu
2020 J jnl
Full-Spectrum-Knowledge-Aware Tensor Model for Energy-Resolved CT Iterative Reconstruction.
IEEE Trans. Medical Imaging
Dong Zeng, Lisha Yao, Yongshuai Ge, Sui Li, Qi Xie, Hao Zhang, Zhaoying Bian, Qian Zhao, Yuanqing Li, Zongben Xu, Deyu Meng, Jianhua Ma
2020 J jnl
Graph Neural Network Encoding for Community Detection in Attribute Networks.
CoRR
Jianyong Sun, Wei Zheng, Qingfu Zhang, Zongben Xu
2020 J jnl
Hyperspectral Image Classification With Convolutional Neural Network and Active Learning.
IEEE Trans. Geosci. Remote. Sens.
Xiangyong Cao, Jing Yao, Zongben Xu, Deyu Meng
2020 J jnl
Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Decomposition and Spectral Unmixing.
IEEE Trans. Geosci. Remote. Sens.
Kaidong Wang, Yao Wang, Xi-Le Zhao, Jonathan Cheung-Wai Chan, Zongben Xu, Deyu Meng
2020 J jnl
Improved Low-Rank Filtering of MR Spectroscopic Imaging Data With Pre-Learnt Subspace and Spatial Constraints.
IEEE Trans. Biomed. Eng.
Yang Chen, Yudu Li, Zongben Xu
2020 J jnl
Learning Adaptive Loss for Robust Learning with Noisy Labels.
CoRR
Jun Shu, Qian Zhao, Keyu Chen, Zongben Xu, Deyu Meng
2020 J jnl
Learning Through Deterministic Assignment of Hidden Parameters.
IEEE Trans. Cybern.
Jian Fang, Shaobo Lin, Zongben Xu
2020 J jnl
Learning to Search for MIMO Detection.
IEEE Trans. Wirel. Commun.
Jianyong Sun, Yiqing Zhang, Jiang Xue, Zongben Xu
2020 J jnl
Learning to be Global Optimizer.
CoRR
Haotian Zhang, Jianyong Sun, Zongben Xu
2020 — conf
MEP-Based Channel Estimation under Complex Communication Environment.
ICC
Zhengyang Hu, Jiang Xue, Deyu Meng, Qian Zhao, Zongben Xu
2020 J jnl
Meta Transition Adaptation for Robust Deep Learning with Noisy Labels.
CoRR
Jun Shu, Qian Zhao, Zongben Xu, Deyu Meng
2020 J jnl
Meta-LR-Schedule-Net: Learned LR Schedules that Scale and Generalize.
CoRR
Jun Shu, Yanwen Zhu, Qian Zhao, Deyu Meng, Zongben Xu
2020 — conf
Model-Driven Deep Attention Network for Ultra-fast Compressive Sensing MRI Guided by Cross-contrast MR Image.
MICCAI (2)
Yan Yang, Na Wang, Heran Yang, Jian Sun, Zongben Xu
2020 A* conf
On Presuppositions of Machine Learning: A Meta Theory.
SIGIR
Zongben Xu
2020 J jnl
Polarimetric SAR Image Semantic Segmentation With 3D Discrete Wavelet Transform and Markov Random Field.
IEEE Trans. Image Process.
Haixia Bi, Lin Xu, Xiangyong Cao, Yong Xue, Zongben Xu
2020 J jnl
Polarimetric SAR Image Semantic Segmentation with 3D Discrete Wavelet Transform and Markov Random Field.
CoRR
Haixia Bi, Lin Xu, Xiangyong Cao, Yong Xue, Zongben Xu
2020 J jnl
Remote Sensing Image Denoising via Low-Rank Tensor Approximation and Robust Noise Modeling.
Remote. Sens.
Tian-Hui Ma, Zongben Xu, Deyu Meng
2020 J jnl
Select-ProtoNet: Learning to Select for Few-Shot Disease Subtype Prediction.
CoRR
Ziyi Yang, Jun Shu, Yong Liang, Deyu Meng, Zongben Xu
2020 A* conf
Spherical Space Domain Adaptation With Robust Pseudo-Label Loss.
CVPR
Xiang Gu, Jian Sun, Zongben Xu
2020 J jnl
Unsupervised MR-to-CT Synthesis Using Structure-Constrained CycleGAN.
IEEE Trans. Medical Imaging
Heran Yang, Jian Sun, Aaron Carass, Can Zhao, Junghoon Lee, Jerry L. Prince, Zongben Xu
2019 J jnl
A Graph-Based Semisupervised Deep Learning Model for PolSAR Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Haixia Bi, Jian Sun, Zongben Xu
2019 — conf
A Prior Learning Network for Joint Image and Sensitivity Estimation in Parallel MR Imaging.
MICCAI (4)
Nan Meng, Yan Yang, Zongben Xu, Jian Sun
2019 J jnl
An Active Deep Learning Approach for Minimally Supervised PolSAR Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Haixia Bi, Feng Xu, Zhiqiang Wei, Yong Xue, Zongben Xu
2019 C conf
An Active Deep Learning Approach for Minimally-Supervised Polsar Image Classification.
IGARSS
Haixia Bi, Feng Xu, Zhiqiang Wei, Yibo Han, Yuanlong Cui, Yong Xue, Zongben Xu
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
An Optimized Deep Network Representation of Multimutation Differential Evolution and its Application in Seismic Inversion.
IEEE Trans. Geosci. Remote. Sens.
Zhaoqi Gao, Zhibin Pan, Chen Zuo, Jinghuai Gao, Zongben Xu
2019 A* conf
HyperAdam: A Learnable Task-Adaptive Adam for Network Training.
AAAI
Shipeng Wang, Jian Sun, Zongben Xu
2019 J jnl
Joint analysis of individual-level and summary-level GWAS data by leveraging pleiotropy.
Bioinform.
Mingwei Dai, Xiang Wan, Hao Peng, Yao Wang, Yue Liu, Jin Liu, Zongben Xu, Can Yang
2019 A* conf
Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting.
NeurIPS
Jun Shu, Qi Xie, Lixuan Yi, Qian Zhao, Sanping Zhou, Zongben Xu, Deyu Meng
2019 J jnl
Model-Driven Deep Learning for Physical Layer Communications.
IEEE Wirel. Commun.
Hengtao He, Shi Jin, Chao-Kai Wen, Feifei Gao, Geoffrey Ye Li, Zongben Xu
2019 A* conf
Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net.
CVPR
Qi Xie, Minghao Zhou, Qian Zhao, Deyu Meng, Wangmeng Zuo, Zongben Xu
2019 J jnl
Multispectral and Hyperspectral Image Fusion by MS/HS Fusion Net.
CoRR
Qi Xie, Minghao Zhou, Qian Zhao, Deyu Meng, Wangmeng Zuo, Zongben Xu
2019 A* conf
Neural Diffusion Distance for Image Segmentation.
NeurIPS
Jian Sun, Zongben Xu
2019 J jnl
Nonconvex-Sparsity and Nonlocal-Smoothness-Based Blind Hyperspectral Unmixing.
IEEE Trans. Image Process.
Jing Yao, Deyu Meng, Qian Zhao, Wenfei Cao, Zongben Xu
2019 J jnl
Optimizing a Parameterized Plug-and-Play ADMM for Iterative Low-Dose CT Reconstruction.
IEEE Trans. Medical Imaging
Ji He, Yan Yang, Yongbo Wang, Dong Zeng, Zhaoying Bian, Hao Zhang, Jian Sun, Zongben Xu, Jianhua Ma
2019 J jnl
Push the Student to Learn Right: Progressive Gradient Correcting by Meta-learner on Corrupted Labels.
CoRR
Jun Shu, Qi Xie, Lixuan Yi, Qian Zhao, Sanping Zhou, Zongben Xu, Deyu Meng
2019 — conf
Robust CSI Estimation Under Complex Communication Environment.
ICC
Haipei Zhang, Jiang Xue, Deyu Meng, Qian Zhao, Zongben Xu
2019 A* conf
Semi-Supervised Transfer Learning for Image Rain Removal.
CVPR
Wei Wei, Deyu Meng, Qian Zhao, Zongben Xu, Ying Wu
2019 J jnl
Spectral-Spatial Hyperspectral Image Classification via Robust Low-Rank Feature Extraction and Markov Random Field.
Remote. Sens.
Xiangyong Cao, Zongben Xu, Deyu Meng
2019 C conf
Unsupervised PolSAR Image Factorization with Deep Convolutional Networks.
IGARSS
Haixia Bi, Feng Xu, Zhiqiang Wei, Yibo Han, Yuanlong Cui, Yong Xue, Zongben Xu
2019 J jnl
Variational Bayes' method for functions with applications to some inverse problems.
CoRR
Junxiong Jia, Qian Zhao, Zongben Xu, Deyu Meng
2018 B ed.
Big Data - 6th CCF Conference, Big Data 2018, Xi'an, China, October 11-13, 2018, Proceedings
Big Data (CCF)
Zongben Xu, Xinbo Gao, Qiguang Miao, Yunquan Zhang, Jiajun Bu
2018 J jnl
Convergence of multi-block Bregman ADMM for nonconvex composite problems.
Sci. China Inf. Sci.
Fenghui Wang, Wenfei Cao, Zongben Xu
2018 J jnl
Denoising Hyperspectral Image With Non-i.i.d. Noise Structure.
IEEE Trans. Cybern.
Yang Chen, Xiangyong Cao, Qian Zhao, Deyu Meng, Zongben Xu
2018 J jnl
Diverse lesion detection from retinal images by subspace learning over normal samples.
Neurocomputing
Benzhi Chen, Lisheng Wang, Jian Sun, Huai Chen, Yinghua Fu, Shouren Lan, Yijie Huang, Zongben Xu
2018 J jnl
Greedy Criterion in Orthogonal Greedy Learning.
IEEE Trans. Cybern.
Lin Xu, Shaobo Lin, Jinshan Zeng, Xia Liu, Yi Fang, Zongben Xu
2018 J jnl
HyperAdam: A Learnable Task-Adaptive Adam for Network Training.
CoRR
Shipeng Wang, Jian Sun, Zongben Xu
2018 J jnl
Hyperspectral Image Classification With Markov Random Fields and a Convolutional Neural Network.
IEEE Trans. Image Process.
Xiangyong Cao, Feng Zhou, Lin Xu, Deyu Meng, Zongben Xu, John W. Paisley
2018 J jnl
Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery.
IEEE Trans. Pattern Anal. Mach. Intell.
Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu
2018 J jnl
Learning through deterministic assignment of hidden parameters.
CoRR
Jian Fang, Shaobo Lin, Zongben Xu
2018 A* conf
Margin Based PU Learning.
AAAI
Tieliang Gong, Guangtao Wang, Jieping Ye, Zongben Xu, Ming Lin
2018 J jnl
Model-Driven Deep Learning for Physical Layer Communications.
CoRR
Hengtao He, Shi Jin, Chao-Kai Wen, Feifei Gao, Geoffrey Ye Li, Zongben Xu
2018 J jnl
Neural multi-atlas label fusion: Application to cardiac MR images.
Medical Image Anal.
Heran Yang, Jian Sun, Huibin Li, Lisheng Wang, Zongben Xu
2018 J jnl
Robust subspace clustering via penalized mixture of Gaussians.
Neurocomputing
Jing Yao, Xiangyong Cao, Qian Zhao, Deyu Meng, Zongben Xu
2018 J jnl
Semi-supervised CNN for Single Image Rain Removal.
CoRR
Wei Wei, Deyu Meng, Qian Zhao, Zongben Xu
2018 J jnl
Small Sample Learning in Big Data Era.
CoRR
Jun Shu, Zongben Xu, Deyu Meng
2018 — conf
Unpaired Brain MR-to-CT Synthesis Using a Structure-Constrained CycleGAN.
DLMIA/ML-CDS@MICCAI
Heran Yang, Jian Sun, Aaron Carass, Can Zhao, Junghoon Lee, Zongben Xu, Jerry L. Prince
2018 J jnl
Unpaired Brain MR-to-CT Synthesis using a Structure-Constrained CycleGAN.
CoRR
Heran Yang, Jian Sun, Aaron Carass, Can Zhao, Junghoon Lee, Zongben Xu, Jerry L. Prince
2017 J jnl
ADMM-Net: A Deep Learning Approach for Compressive Sensing MRI.
CoRR
Yan Yang, Jian Sun, Huibin Li, Zongben Xu
2017 J jnl
Denoising Hyperspectral Image with Non-i.i.d. Noise Structure.
CoRR
Yang Chen, Xiangyong Cao, Qian Zhao, Deyu Meng, Zongben Xu
2017 J jnl
Generalization Analysis of Fredholm Kernel Regularized Classifiers.
Neural Comput.
Tieliang Gong, Zongben Xu, Hong Chen
2017 J jnl
Graph PCA Hashing for Similarity Search.
IEEE Trans. Multim.
Xiaofeng Zhu, Xuelong Li, Shichao Zhang, Zongben Xu, Litao Yu, Can Wang
2017 J jnl
Hyperspectral Image Segmentation with Markov Random Fields and a Convolutional Neural Network.
CoRR
Xiangyong Cao, Feng Zhou, Lin Xu, Deyu Meng, Zongben Xu, John W. Paisley
2017 J jnl
IGESS: a statistical approach to integrating individual-level genotype data and summary statistics in genome-wide association studies.
Bioinform.
Mingwei Dai, Jingsi Ming, Mingxuan Cai, Jin Liu, Can Yang, Xiang Wan, Zongben Xu
2017 J jnl
Improving Separability of Structures with Similar Attributes in 2D Transfer Function Design.
IEEE Trans. Vis. Comput. Graph.
Shouren Lan, Lisheng Wang, Yipeng Song, Yu-Ping Wang, Liping Yao, Kun Sun, Bin Xia, Zongben Xu
2017 J jnl
Integration of 3-dimensional discrete wavelet transform and Markov random field for hyperspectral image classification.
Neurocomputing
Xiangyong Cao, Lin Xu, Deyu Meng, Qian Zhao, Zongben Xu
2017 J jnl
Low-Dose Dynamic Cerebral Perfusion Computed Tomography Reconstruction via Kronecker-Basis-Representation Tensor Sparsity Regularization.
IEEE Trans. Medical Imaging
Dong Zeng, Qi Xie, Wenfei Cao, Jiahui Lin, Hao Zhang, Shanli Zhang, Jing Huang, Zhaoying Bian, Deyu Meng, Zongben Xu, Zhengrong Liang, Wufan Chen, Jianhua Ma
2017 J jnl
Multimodal 2D+3D Facial Expression Recognition With Deep Fusion Convolutional Neural Network.
IEEE Trans. Multim.
Huibin Li, Jian Sun, Zongben Xu, Liming Chen
2017 J jnl
Neural Multi-Atlas Label Fusion: Application to Cardiac MR Images.
CoRR
Heran Yang, Jian Sun, Huibin Li, Lisheng Wang, Zongben Xu
2017 C conf
Polsar image classification based on three-dimensional wavelet texture features and Markov random field.
IGARSS
Haixia Bi, Lin Xu, Xiangyong Cao, Zongben Xu
2017 J jnl
Robust Low-Dose CT Sinogram Preprocessing via Exploiting Noise-Generating Mechanism.
IEEE Trans. Medical Imaging
Qi Xie, Dong Zeng, Qian Zhao, Deyu Meng, Zongben Xu, Zhengrong Liang, Jianhua Ma
2017 J jnl
SPLBoost: An Improved Robust Boosting Algorithm Based on Self-paced Learning.
CoRR
Kaidong Wang, Yao Wang, Qian Zhao, Deyu Meng, Zongben Xu
2017 A* conf
Should We Encode Rain Streaks in Video as Deterministic or Stochastic?
ICCV
Wei Wei, Lixuan Yi, Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu
2017 J jnl
Shrinkage Degree in L
IEEE Trans. Neural Networks Learn. Syst.
Lin Xu, Shaobo Lin, Yao Wang, Zongben Xu
2017 J jnl
Unsupervised PolSAR Image Classification Using Discriminative Clustering.
IEEE Trans. Geosci. Remote. Sens.
Haixia Bi, Jian Sun, Zongben Xu
2016 B conf
A multi-phase multiobjective approach based on decomposition for sparse reconstruction.
CEC
Hui Li, Yuanyuan Fan, Qingfu Zhang, Zongben Xu, Jingda Deng
2016 J jnl
An efficient optimization approach for a cardinality-constrained index tracking problem.
Optim. Methods Softw.
Fengmin Xu, Zhaosong Lu, Zongben Xu
2016 J jnl
Block-sparse compressed sensing with partially known signal support via non-convex minimisation.
IET Signal Process.
Shiying He, Yao Wang, Jianjun Wang, Zongben Xu
2016 — conf
Deep ADMM-Net for Compressive Sensing MRI.
NIPS
Yan Yang, Jian Sun, Huibin Li, Zongben Xu
2016 — conf
Deep Fusion Net for Multi-atlas Segmentation: Application to Cardiac MR Images.
MICCAI (2)
Heran Yang, Jian Sun, Huibin Li, Lisheng Wang, Zongben Xu
2016 J jnl
Greedy Criterion in Orthogonal Greedy Learning.
CoRR
Lin Xu, Shaobo Lin, Jinshan Zeng, Xia Liu, Zongben Xu
2016 J jnl
Joint sparse canonical correlation analysis for detecting differential imaging genetics modules.
Bioinform.
Jian Fang, Dongdong Lin, S. Charles Schulz, Zongben Xu, Vince D. Calhoun, Yu-Ping Wang
2016 J jnl
Learning With ℓ
IEEE Trans. Cybern.
Tieliang Gong, Bin Zou, Zongben Xu
2016 J jnl
Learning and approximation capabilities of orthogonal super greedy algorithm.
Knowl. Based Syst.
Jian Fang, Shaobo Lin, Zongben Xu
2016 J jnl
Learning capability of the truncated greedy algorithm.
Sci. China Inf. Sci.
Lin Xu, Shaobo Lin, Zongben Xu
2016 J jnl
Low-rank Matrix Factorization under General Mixture Noise Distributions.
CoRR
Xiangyong Cao, Qian Zhao, Deyu Meng, Yang Chen, Zongben Xu
2016 A* conf
Multispectral Images Denoising by Intrinsic Tensor Sparsity Regularization.
CVPR
Qi Xie, Qian Zhao, Deyu Meng, Zongben Xu, Shuhang Gu, Wangmeng Zuo, Lei Zhang
2016 J jnl
Re-scale AdaBoost for attack detection in collaborative filtering recommender systems.
Knowl. Based Syst.
Zhihai Yang, Lin Xu, Zhongmin Cai, Zongben Xu
2016 J jnl
Robust Low-Rank Matrix Factorization Under General Mixture Noise Distributions.
IEEE Trans. Image Process.
Xiangyong Cao, Qian Zhao, Deyu Meng, Yang Chen, Zongben Xu
2016 J jnl
Sparse Regularization: Convergence Of Iterative Jumping Thresholding Algorithm.
IEEE Trans. Signal Process.
Jinshan Zeng, Shaobo Lin, Zongben Xu
2016 J jnl
Total Variation Regularized Tensor RPCA for Background Subtraction From Compressive Measurements.
IEEE Trans. Image Process.
Wenfei Cao, Yao Wang, Jian Sun, Deyu Meng, Can Yang, Andrzej Cichocki, Zongben Xu
2015 A* conf
A Novel Sparsity Measure for Tensor Recovery.
ICCV
Qian Zhao, Deyu Meng, Xu Kong, Qi Xie, Wenfei Cao, Yao Wang, Zongben Xu
2015 J jnl
A Novel Tensor Robust PCA Approach for Background Subtraction from Compressive Measurements.
CoRR
Wenfei Cao, Yao Wang, Jian Sun, Deyu Meng, Can Yang, Andrzej Cichocki, Zongben Xu
2015 J jnl
A block coordinate descent approach for sparse principal component analysis.
Neurocomputing
Qian Zhao, Deyu Meng, Zongben Xu, Chenqiang Gao
2015 J jnl
Color Image Denoising via Discriminatively Learned Iterative Shrinkage.
IEEE Trans. Image Process.
Jian Sun, Jian Sun, Zongben Xu
2015 J jnl
Deep Representation of Facial Geometric and Photometric Attributes for Automatic 3D Facial Expression Recognition.
CoRR
Huibin Li, Jian Sun, Dong Wang, Zongben Xu, Liming Chen
2015 J jnl
Error Estimate for Spherical Neural Networks Interpolation.
Neural Process. Lett.
Shaobo Lin, Jinshan Zeng, Zongben Xu
2015 J jnl
Folded-concave penalization approaches to tensor completion.
Neurocomputing
Wenfei Cao, Yao Wang, Can Yang, Xiangyu Chang, Zhi Han, Zongben Xu
2015 J jnl
Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part I).
IEEE Trans. Neural Networks Learn. Syst.
Xia Liu, Shaobo Lin, Jian Fang, Zongben Xu
2015 J jnl
Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part II).
IEEE Trans. Neural Networks Learn. Syst.
Shaobo Lin, Xia Liu, Jian Fang, Zongben Xu
2015 J jnl
Jackson-type inequalities for spherical neural networks with doubling weights.
Neural Networks
Shaobo Lin, Jinshan Zeng, Lin Xu, Zongben Xu
2015 J jnl
L
IEEE Trans. Neural Networks Learn. Syst.
Qian Zhao, Deyu Meng, Zongben Xu, Wangmeng Zuo, Yan Yan
2015 J jnl
Learning a Convolutional Neural Network for Non-uniform Motion Blur Removal.
CoRR
Jian Sun, Wenfei Cao, Zongben Xu, Jean Ponce
2015 A* conf
Learning a convolutional neural network for non-uniform motion blur removal.
CVPR
Jian Sun, Wenfei Cao, Zongben Xu, Jean Ponce
2015 J jnl
Linear Convergence of Adaptively Iterative Thresholding Algorithms for Compressed Sensing.
IEEE Trans. Signal Process.
Yu Wang, Jinshan Zeng, Zhimin Peng, Xiangyu Chang, Zongben Xu
2015 A* conf
Low-Rank Matrix Factorization under General Mixture Noise Distributions.
ICCV
Xiangyong Cao, Yang Chen, Qian Zhao, Deyu Meng, Yao Wang, Dong Wang, Zongben Xu
2015 J jnl
New Trends of Learning in Computational Intelligence (Part II) [Guest Editorial].
IEEE Comput. Intell. Mag.
Guang-Bin Huang, Erik Cambria, Kar-Ann Toh, Bernard Widrow, Zongben Xu
2015 J jnl
New Trends of Learning in Computational Intelligence [Guest Editorial].
IEEE Comput. Intell. Mag.
Guang-Bin Huang, Erik Cambria, Kar-Ann Toh, Bernard Widrow, Zongben Xu
2015 J jnl
On parallel multisplitting block iterative methods for linear systems arising in the numerical solution of Euler equations.
J. Comput. Appl. Math.
Cheng-Yi Zhang, Shuanghua Luo, Zongben Xu
2015 J jnl
Robust low-rank tensor factorization by cyclic weighted median.
Sci. China Inf. Sci.
Deyu Meng, Biao Zhang, Zongben Xu, Lei Zhang, Chenqiang Gao
2015 A* conf
Self-Paced Learning for Matrix Factorization.
AAAI
Qian Zhao, Deyu Meng, Lu Jiang, Qi Xie, Zongben Xu, Alexander G. Hauptmann
2015 J jnl
Shrinkage degree in L
CoRR
Lin Xu, Shaobo Lin, Yao Wang, Zongben Xu
2015 J jnl
The Generalization Ability of Online SVM Classification Based on Markov Sampling.
IEEE Trans. Neural Networks Learn. Syst.
Jie Xu, Yuan Yan Tang, Bin Zou, Zongben Xu, Luoqing Li, Yang Lu
2015 J jnl
The Generalization Ability of SVM Classification Based on Markov Sampling.
IEEE Trans. Cybern.
Jie Xu, Yuan Yan Tang, Bin Zou, Zongben Xu, Luoqing Li, Yang Lu, Baochang Zhang
2015 J jnl
Video Primal Sketch: A Unified Middle-Level Representation for Video.
CoRR
Zhi Han, Zongben Xu, Song-Chun Zhu
2015 J jnl
Video Primal Sketch: A Unified Middle-Level Representation for Video.
J. Math. Imaging Vis.
Zhi Han, Zongben Xu, Song-Chun Zhu
2014 J jnl
A novel L1/2 regularization shooting method for Cox's proportional hazards model.
Soft Comput.
Xin-Ze Luan, Yong Liang, Cheng Liu, Kwong-Sak Leung, Tak-Ming Chan, Zongben Xu, Hai Zhang
2014 J jnl
Almost optimal estimates for approximation and learning by radial basis function networks.
Mach. Learn.
Shaobo Lin, Xia Liu, Yuanhua Rong, Zongben Xu
2014 J jnl
An active contour model and its algorithms with local and global Gaussian distribution fitting energies.
Inf. Sci.
Hui Wang, Ting-Zhu Huang, Zongben Xu, Yilun Wang
2014 J jnl
Categorization Axioms for Classification and Clustering.
CoRR
Jian Yu, Zongben Xu
2014 A* conf
Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising.
CVPR
Yi Peng, Deyu Meng, Zongben Xu, Chenqiang Gao, Yi Yang, Biao Zhang
2014 J jnl
Detection and Reconstruction of an Implicit Boundary Surface by Adaptively Expanding A Small Surface Patch in a 3D Image.
IEEE Trans. Vis. Comput. Graph.
Lisheng Wang, Pai Wang, Liuhang Cheng, Yu Ma, Shenzhi Wu, Yu-Ping Wang, Zongben Xu
2014 J jnl
Enhancing Low-Rank Subspace Clustering by Manifold Regularization.
IEEE Trans. Image Process.
Junmin Liu, Yijun Chen, Jiang-She Zhang, Zongben Xu
2014 J jnl
Entanglement-assisted quantum codes achieving the quantum singleton bound but violating the quantum hamming bound.
Quantum Inf. Comput.
Ruihu Li, Luobin Guo, Zongben Xu
2014 J jnl
Fast Compressed Sensing SAR Imaging Based on Approximated Observation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jian Fang, Zongben Xu, Bingchen Zhang, Wen Hong, Yirong Wu
2014 J jnl
Generalization performance of Gaussian kernels SVMC based on Markov sampling.
Neural Networks
Jie Xu, Yuan Yan Tang, Bin Zou, Zongben Xu, Luoqing Li, Yang Lu
2014 J jnl
Greedy metrics in orthogonal greedy learning.
CoRR
Lin Xu, Shaobo Lin, Jinshan Zeng, Zongben Xu
2014 J jnl
Hierarchical clustering driven by cognitive features.
Sci. China Inf. Sci.
Chun-Zhong Li, Zongben Xu, Chen Qiao, Tao Luo
2014 J jnl
Is Extreme Learning Machine Feasible? A Theoretical Assessment (Part II).
CoRR
Shaobo Lin, Xia Liu, Jian Fang, Zongben Xu
2014 J jnl
L
IEEE Trans. Signal Process.
Jinshan Zeng, Shaobo Lin, Yao Wang, Zongben Xu
2014 J jnl
Learning Rates of
Neural Comput.
Shaobo Lin, Jinshan Zeng, Jian Fang, Zongben Xu
2014 J jnl
Learning and approximation capability of orthogonal super greedy algorithm.
CoRR
Jian Fang, Shaobo Lin, Zongben Xu
2014 J jnl
On the Optimal Solution of Weighted Nuclear Norm Minimization.
CoRR
Qi Xie, Deyu Meng, Shuhang Gu, Lei Zhang, Wangmeng Zuo, Xiangchu Feng, Zongben Xu
2014 J jnl
Quantitative Studies on Asymptotic Growth Behaviors of Trajectories of Nonlinear Discrete Dynamical Systems.
IEEE Trans. Autom. Control.
Lisheng Wang, Zongben Xu
2014 J jnl
Restricted p-isometry properties of nonconvex block-sparse compressed sensing.
Signal Process.
Yao Wang, Jianjun Wang, Zongben Xu
2014 A* conf
Robust Principal Component Analysis with Complex Noise.
ICML
Qian Zhao, Deyu Meng, Zongben Xu, Wangmeng Zuo, Lei Zhang
2014 J jnl
Robust sparse principal component analysis.
Sci. China Inf. Sci.
Qian Zhao, Deyu Meng, Zongben Xu
2014 J jnl
Sparse Bayesian Hierarchical Prior Modeling Based Cooperative Spectrum Sensing in Wideband Cognitive Radio Networks.
IEEE Signal Process. Lett.
Feng Li, Zongben Xu
2014 J jnl
Sparse K-Means with ℓ
CoRR
Xiangyu Chang, Yu Wang, Rongjian Li, Zongben Xu
2014 J jnl
Sparse solution of underdetermined linear equations via adaptively iterative thresholding.
Signal Process.
Jinshan Zeng, Shaobo Lin, Zongben Xu
2014 J jnl
Spatial and Spectral Image Fusion Using Sparse Matrix Factorization.
IEEE Trans. Geosci. Remote. Sens.
Bo Huang, Huihui Song, Hengbin Cui, Jigen Peng, Zongben Xu
2014 J jnl
The Generalization Performance of Regularized Regression Algorithms Based on Markov Sampling.
IEEE Trans. Cybern.
Bin Zou, Yuan Yan Tang, Zongben Xu, Luoqing Li, Jie Xu, Yang Lu
2014 J jnl
The L
Appl. Soft Comput.
Cheng Liu, Yong Liang, Xin-Ze Luan, Kwong-Sak Leung, Tak-Ming Chan, Zongben Xu, Hai Zhang
2014 J jnl
The number of spanning trees in a new lexicographic product of graphs.
Sci. China Inf. Sci.
Dong Liang, Feng Li, Zongben Xu
2014 J jnl
Two soft-thresholding based iterative algorithms for image deblurring.
Inf. Sci.
Jie Huang, Ting-Zhu Huang, Xi-Le Zhao, Zongben Xu, Xiao-Guang Lv
2013 A* conf
A Cyclic Weighted Median Method for L1 Low-Rank Matrix Factorization with Missing Entries.
AAAI
Deyu Meng, Zongben Xu, Lei Zhang, Ji Zhao
2013 J jnl
A heuristic hierarchical clustering based on multiple similarity measurements.
Pattern Recognit. Lett.
Chun-Zhong Li, Zongben Xu, Tao Luo
2013 J jnl
Accelerated
Signal Process.
Jinshan Zeng, Zongben Xu, Bingchen Zhang, Wen Hong, Yirong Wu
2013 J jnl
Approximation by neural networks with scattered data.
Appl. Math. Comput.
Shaobo Lin, Xiaofei Guo, Feilong Cao, Zongben Xu
2013 J jnl
Compressed Sensing SAR Imaging with Multilook Processing.
CoRR
Jian Fang, Zongben Xu, Bingchen Zhang, Wen Hong, Yirong Wu
2013 J jnl
Detecting Intrinsic Loops Underlying Data Manifold.
IEEE Trans. Knowl. Data Eng.
Deyu Meng, Yee Leung, Zongben Xu
2013 J jnl
Dynamic Extreme Learning Machine and Its Approximation Capability.
IEEE Trans. Cybern.
Rui Zhang, Yuan Lan, Guang-Bin Huang, Zongben Xu, Yeng Chai Soh
2013 J jnl
Fast Compressed Sensing SAR Imaging based on Approximated Observation
CoRR
Jian Fang, Zongben Xu, Bingchen Zhang, Wen Hong, Yirong Wu
2013 J jnl
Fast image deconvolution using closed-form thresholding formulas of regularization.
J. Vis. Commun. Image Represent.
Wenfei Cao, Jian Sun, Zongben Xu
2013 J jnl
Following the entire solution path of sparse principal component analysis by coordinate-pairwise algorithm.
Data Knowl. Eng.
Deyu Meng, Hengbin Cui, Zongben Xu, Kaili Jing
2013 J jnl
Generalization Performance of Fisher Linear Discriminant Based on Markov Sampling.
IEEE Trans. Neural Networks Learn. Syst.
Bin Zou, Luoqing Li, Zongben Xu, Tao Luo, Yuan Yan Tang
2013 J jnl
Hermitian dual containing BCH codes and construction of new quantum codes.
Quantum Inf. Comput.
Ruihu Li, Fei Zuo, Yang Liu, Zongben Xu
2013 J jnl
Image restoration with shifting reflective boundary conditions.
Sci. China Inf. Sci.
Jie Huang, Ting-Zhu Huang, Xi-Le Zhao, Zongben Xu
2013 J jnl
L
CoRR
Jinshan Zeng, Shaobo Lin, Yao Wang, Zongben Xu
2013 J jnl
Learning Capability of Relaxed Greedy Algorithms.
IEEE Trans. Neural Networks Learn. Syst.
Shaobo Lin, Yuanhua Rong, Xingping Sun, Zongben Xu
2013 J jnl
Learning dictionary from signals under global sparsity constraint.
Neurocomputing
Deyu Meng, Qian Zhao, Yee Leung, Zongben Xu
2013 J jnl
Learning rates of l
CoRR
Shaobo Lin, Jinshan Zeng, Jian Fang, Zongben Xu
2013 J jnl
On recovery of block-sparse signals via mixed l
EURASIP J. Adv. Signal Process.
Yao Wang, Jianjun Wang, Zongben Xu
2013 J jnl
Passage method for nonlinear dimensionality reduction of data on multi-cluster manifolds.
Pattern Recognit.
Deyu Meng, Yee Leung, Zongben Xu
2013 J jnl
Poisson image fusion based on Markov random field fusion model.
Inf. Fusion
Jian Sun, Hongyan Zhu, Zongben Xu, Chongzhao Han
2013 J jnl
Proportion-based robust optimization and team orienteering problem with interval data.
Eur. J. Oper. Res.
Liangjun Ke, Zongben Xu, Zuren Feng, Ke Shang, Xueming Qian
2013 A* conf
Sparse K-Means with the l_q(0leq q< 1) Constraint for High-Dimensional Data Clustering.
ICDM
Yu Wang, Xiangyu Chang, Rongjian Li, Zongben Xu
2013 J jnl
Sparse Solution of Underdetermined Linear Equations via Adaptively Iterative Thresholding.
CoRR
Jinshan Zeng, Shaobo Lin, Zongben Xu
2013 J jnl
Sparse logistic regression with a L1/2 penalty for gene selection in cancer classification.
BMC Bioinform.
Yong Liang, Cheng Liu, Xin-Ze Luan, Kwong-Sak Leung, Tak-Ming Chan, Zongben Xu, Hai Zhang
2013 J jnl
The UPPAM continuous-time RNN model and its critical dynamics study.
Neurocomputing
Chen Qiao, Wenfeng Jing, Zongben Xu
2013 J jnl
The learning performance of support vector machine classification based on Markov sampling.
Sci. China Inf. Sci.
Bin Zou, Zhiming Peng, Zongben Xu
2013 J jnl
The strong convergence of visual classification method and its applications.
Inf. Sci.
Deyu Meng, Yee Leung, Zongben Xu
2013 J jnl
Variational-Inference-Based Data Detection for OFDM Systems With Imperfect Channel Estimation.
IEEE Trans. Veh. Technol.
Feng Li, Zongben Xu, Shihua Zhu
2012 J jnl
A general radial quasi-interpolation operator on the sphere.
J. Approx. Theory
Shaobo Lin, Feilong Cao, Xiangyu Chang, Zongben Xu
2012 J jnl
A recursive divide-and-conquer approach for sparse principal component analysis.
CoRR
Qian Zhao, Deyu Meng, Zongben Xu
2012 J jnl
Critical dynamics study on recurrent neural networks: Globally exponential stability.
Neurocomputing
Chen Qiao, Zongben Xu
2012 J jnl
Dictionary learning under global sparsity constraint
CoRR
Deyu Meng, Yee Leung, Qian Zhao, Zongben Xu
2012 J jnl
Efficient DPCA SAR imaging with fast iterative spectrum reconstruction method.
Sci. China Inf. Sci.
Jian Fang, Jinshan Zeng, Zongben Xu, Yao Zhao
2012 J jnl
Estimation of convergence rate for multi-regression learning algorithm.
Sci. China Inf. Sci.
Zongben Xu, Yongquan Zhang, Feilong Cao
2012 J jnl
Generalization bounds of ERM algorithm with V-geometrically Ergodic Markov chains.
Adv. Comput. Math.
Bin Zou, Zongben Xu, Xiangyu Chang
2012 J jnl
Global Convergence of Online BP Training With Dynamic Learning Rate.
IEEE Trans. Neural Networks Learn. Syst.
Rui Zhang, Zongben Xu, Guang-Bin Huang, Dianhui Wang
2012 J jnl
Improve robustness of sparse PCA by L
Pattern Recognit.
Deyu Meng, Qian Zhao, Zongben Xu
2012 — conf
Iterative L1/2 Regularization Algorithm for Variable Selection in the Cox Proportional Hazards Model.
ICSI (2)
Cheng Liu, Yong Liang, Xin-Ze Luan, Kwong-Sak Leung, Tak-Ming Chan, Zongben Xu, Hai Zhang
2012 J jnl
Kronecker product approximations for image restoration with whole-sample symmetric boundary conditions.
Inf. Sci.
Xiao-Guang Lv, Ting-Zhu Huang, Zongben Xu, Xi-Le Zhao
2012 J jnl
L
IEEE Trans. Neural Networks Learn. Syst.
Zongben Xu, Xiangyu Chang, Fengmin Xu, Hai Zhang
2012 — conf
MOEA/D with Iterative Thresholding Algorithm for Sparse Optimization Problems.
PPSN (2)
Hui Li, Xiaolei Su, Zongben Xu, Qingfu Zhang
2012 — conf
On the Average Distance and Wiener Index of Cartesian Product Networks.
QLSC
Feng Li, Zongben Xu, Haixing Zhao
2012 — conf
Regularization Path for Linear Model via Net Method.
ICSI (2)
Xin-Ze Luan, Yong Liang, Cheng Liu, Zongben Xu, Hai Zhang, Kwong-Sak Leung, Tak-Ming Chan
2012 C conf
SAR range ambiguity suppression via sparse regularization.
IGARSS
Jian Fang, Zongben Xu, Chenglong Jiang, Bingchen Zhang, Wen Hong
2012 J jnl
Sparse SAR imaging based on L 1/2 regularization.
Sci. China Inf. Sci.
Jinshan Zeng, Jian Fang, Zongben Xu
2012 J jnl
The essential ability of sparse reconstruction of different compressive sensing strategies.
Sci. China Inf. Sci.
Hai Zhang, Yong Liang, HaiLiang Gou, Zongben Xu
2012 J jnl
Universal Approximation of Extreme Learning Machine With Adaptive Growth of Hidden Nodes.
IEEE Trans. Neural Networks Learn. Syst.
Rui Zhang, Yuan Lan, Guang-Bin Huang, Zongben Xu
2011 J jnl
A new quality assessment criterion for nonlinear dimensionality reduction.
Neurocomputing
Deyu Meng, Yee Leung, Zongben Xu
2011 J jnl
Essential rate for approximation by spherical neural networks.
Neural Networks
Shaobo Lin, Feilong Cao, Zongben Xu
2011 J jnl
Estimation of learning rate of least square algorithm via Jackson operator.
Neurocomputing
Yongquan Zhang, Feilong Cao, Zongben Xu
2011 J jnl
Generalization Bounds of Regularization Algorithms Derived Simultaneously through Hypothesis Space Complexity, Algorithmic Stability and Data Quality.
Int. J. Wavelets Multiresolution Inf. Process.
Xiangyu Chang, Zongben Xu, Bin Zou, Hai Zhang
2011 J jnl
Gradient Profile Prior and Its Applications in Image Super-Resolution and Enhancement.
IEEE Trans. Image Process.
Jian Sun, Jian Sun, Zongben Xu, Heung-Yeung Shum
2011 J jnl
Incremental Alignment Manifold Learning.
J. Comput. Sci. Technol.
Zhi Han, Deyu Meng, Zongben Xu, Nan-Nan Gu
2011 J jnl
Neural networks and the best trigomometric approximation.
J. Syst. Sci. Complex.
Jianjun Wang, Zongben Xu
2011 J jnl
Optimal rate of the regularized regression learning algorithm.
Int. J. Comput. Math.
Yongquan Zhang, Feilong Cao, Zongben Xu
2011 C conf
SAR imaging from compressed measurements based on L1/2 regularization.
IGARSS
Jinshan Zeng, Zongben Xu, Hai Jiang, Bingchen Zhang, Wen Hong, Yirong Wu
2011 J jnl
Some results on the lexicographic product of vertex-transitive graphs.
Appl. Math. Lett.
Feng Li, Wei Wang, Zongben Xu, Haixing Zhao
2011 A* conf
Video Primal Sketch: A generic middle-level representation of video.
ICCV
Zhi Han, Zongben Xu, Song-Chun Zhu
2010 J jnl
Approximation capability of interpolation neural networks.
Neurocomputing
Feilong Cao, Shaobo Lin, Zongben Xu
2010 J jnl
Constructive approximate interpolation by neural networks in the metric space.
Math. Comput. Model.
Feilong Cao, Shaobo Lin, Zongben Xu
2010 J jnl
Image Inpainting by Patch Propagation Using Patch Sparsity.
IEEE Trans. Image Process.
Zongben Xu, Jian Sun
2010 J jnl
New study on neural networks: the essential order of approximation.
Neural Networks
Jianjun Wang, Zongben Xu
2010 J jnl
On the P-critical dynamics analysis of projection recurrent neural networks.
Neurocomputing
Chen Qiao, Zongben Xu
2010 J jnl
Scale selection for anisotropic diffusion filter by Markov random field model.
Pattern Recognit.
Jian Sun, Zongben Xu
2009 J jnl
A critical global convergence analysis of recurrent neural networks with general projection mappings.
Neurocomputing
Chen Qiao, Zongben Xu
2009 J jnl
Fast and Efficient Strategies for Model Selection of Gaussian Support Vector Machine.
IEEE Trans. Syst. Man Cybern. Part B
Zongben Xu, Ming-Wei Dai, Deyu Meng
2009 J jnl
Learning from uniformly ergodic Markov chains.
J. Complex.
Bin Zou, Hai Zhang, Zongben Xu
2009 J jnl
Lower estimation of approximation rate for neural networks.
Sci. China Ser. F Inf. Sci.
Feilong Cao, Yongquan Zhang, Zongben Xu
2009 J jnl
On [[n,n-4,3]]
CoRR
Ruihu Li, Zongben Xu
2009 J jnl
Some Characterizations of Global Exponential Stability of a Generic Class of Continuous-Time Recurrent Neural Networks.
IEEE Trans. Syst. Man Cybern. Part B
Lisheng Wang, Rui Zhang, Zongben Xu, Jigen Peng
2009 J jnl
The generalization performance of ERM algorithm with strongly mixing observations.
Mach. Learn.
Bin Zou, Luoqing Li, Zongben Xu
2009 J jnl
When Does Online BP Training Converge?
IEEE Trans. Neural Networks
Zongben Xu, Rui Zhang, Wenfeng Jing
2008 J jnl
A comparative study for content-based dynamic spam classification using four machine learning algorithms.
Knowl. Based Syst.
Bo Yu, Zongben Xu
2008 — conf
An Improvement to Ant Colony Optimization Heuristic.
ISNN (1)
Youmei Li, Zongben Xu, Feilong Cao
2008 — conf
Data Mining Technologies Inspired from Visual Principle.
IIP
Zongben Xu
2008 A* conf
Image super-resolution using gradient profile prior.
CVPR
Jian Sun, Zongben Xu, Heung-Yeung Shum
2008 J jnl
Improving geodesic distance estimation based on locally linear assumption.
Pattern Recognit. Lett.
Deyu Meng, Yee Leung, Zongben Xu, Tung Fung, Qingfu Zhang
2008 J jnl
Inequalities and solution of an operator equation.
Appl. Math. Lett.
Chuanxi Zhu, Zongben Xu
2008 J jnl
Latent semantic analysis for text categorization using neural network.
Knowl. Based Syst.
Bo Yu, Zongben Xu, Cheng-hua Li
2008 J jnl
Nonlinear Dimensionality Reduction of Data Lying on the Multicluster Manifold.
IEEE Trans. Syst. Man Cybern. Part B
Deyu Meng, Yee Leung, Tung Fung, Zongben Xu
2008 J jnl
On The Classification of Binary Optimal Self-Orthogonal Codes.
IEEE Trans. Inf. Theory
Ruihu Li, Zongben Xu, Xuejun Zhao
2008 J jnl
Standard Forms of Stabilizer and Normalizer Matrices for Additive Quantum Codes.
IEEE Trans. Inf. Theory
Ruihu Li, Zongben Xu, Xueliang Li
2008 J jnl
The estimate for approximation error of neural networks: A constructive approach.
Neurocomputing
Feilong Cao, Tingfan Xie, Zongben Xu
2007 J jnl
A novel splicing/decomposable binary encoding and its operators for genetic and evolutionary algorithms.
Appl. Math. Comput.
Yong Liang, Kwong-Sak Leung, Zongben Xu
2007 — conf
Constructive Trigonometric Function Approximation of Neural Networks.
SKG
Jianjun Wang, Zongben Xu, Jia Jing
2007 A* conf
Flash Cut: Foreground Extraction with Flash and No-flash Image Pairs.
CVPR
Jian Sun, Jian Sun, Sing Bing Kang, Zongben Xu, Xiaoou Tang, Heung-Yeung Shum
2007 B conf
Immunity diversity based multi-agent intrusion detection.
IEEE Congress on Evolutionary Computation
Yu Gu, Jiashu Zhao, Dong Liang, Zongben Xu
2007 — conf
Neural Network Training Using Genetic Algorithm with a Novel Binary Encoding.
ISNN (2)
Yong Liang, Kwong-Sak Leung, Zongben Xu
2007 — conf
New Critical Analysis on Global Convergence of Recurrent Neural Networks with Projection Mappings.
ISNN (3)
Chen Qiao, Zongben Xu
2007 J jnl
On Characterizations of Exponential Stability of Nonlinear Discrete Dynamical Systems on Bounded Regions.
IEEE Trans. Autom. Control.
Lisheng Wang, Zongben Xu
2007 J jnl
Quantitative Characterizations of Exponential Convergence Property of Nonlinear Discrete Dynamical Systems.
IEEE Trans. Autom. Control.
Lisheng Wang, Zongben Xu, Qunfei Zhao
2007 J jnl
The essential order of simultaneous approximation for neural networks.
Appl. Math. Comput.
Feng-Jun Li, Zongben Xu
2007 J jnl
Transformation of rough set models.
Knowl. Based Syst.
Daowu Pei, Zongben Xu
2006 — conf
A New Pre-processing Method for Regression.
ISNN (2)
Wenfeng Jing, Deyu Meng, Ming-Wei Dai, Zongben Xu
2006 — conf
An Edge Preserving Regularization Model for Image Restoration Based on Hopfield Neural Network.
ISNN (2)
Jian Sun, Zongben Xu
2006 — conf
Approximation Bound of Mixture Networks in
ISNN (1)
Zongben Xu, Jianjun Wang, Deyu Meng
2006 — conf
Integral Transform and Its Application to Neural Network Approximation.
ISNN (1)
Feng-Jun Li, Zongben Xu
2006 J jnl
Sufficient and necessary conditions for global exponential stability of discrete-time recurrent neural networks.
IEEE Trans. Circuits Syst. I Regul. Pap.
Lisheng Wang, Zongben Xu
2006 — conf
The Essential Approximation Order for Neural Networks with Trigonometric Hidden Layer Units.
ISNN (1)
Chunmei Ding, Feilong Cao, Zongben Xu
2006 J jnl
The essential order of approximation for nearly exponential type neural networks.
Sci. China Ser. F Inf. Sci.
Zongben Xu, Jianjun Wang
2005 — conf
A Generalized Global Convergence Theory of Projection-Type Neural Networks for Optimization.
CIS (1)
Rui Zhang, Zongben Xu
2005 — conf
A New Approach for Classification: Visual Simulation Point of View.
ISNN (2)
Zongben Xu, Deyu Meng, Wenfeng Jing
2005 — conf
Generalization and Property Analysis of GENET.
ISNN (1)
Youmei Li, Zongben Xu, Feilong Cao
2005 — conf
Pointwise Approximation for Neural Networks.
ISNN (1)
Feilong Cao, Zongben Xu, Youmei Li
2005 J jnl
Scalable model-based cluster analysis using clustering features.
Pattern Recognit.
Huidong Jin, Kwong-Sak Leung, Man Leung Wong, Zongben Xu
2005 J jnl
Simultaneous L
Neural Networks
Zongben Xu, Fei-Long Cao
2005 J jnl
Variable Programming: A Generalized Minimax Problem. Part I: Models and Theory.
Comput. Optim. Appl.
Yong-Chang Jiao, Yee Leung, Zongben Xu, Jiang-She Zhang
2005 J jnl
Variable Programming: A Generalized Minimax Problem. Part II: Algorithms.
Comput. Optim. Appl.
Yong-Chang Jiao, Yee Leung, Zongben Xu, Jiang-She Zhang
2004 J jnl
A comparative study of two modeling approaches in neural networks.
Neural Networks
Zongben Xu, Hong Qiao, Jigen Peng, Bo Zhang
2004 J jnl
A heuristic training for support vector regression.
Neurocomputing
Wenjian Wang, Zongben Xu
2004 J jnl
An expanding self-organizing neural network for the traveling salesman problem.
Neurocomputing
Kwong-Sak Leung, Huidong Jin, Zongben Xu
2004 — conf
Approximation Bounds by Neural Networks in L
ISNN (1)
Jianjun Wang, Zongben Xu, Weijun Xu
2004 J jnl
Rough Set Models on Two universes.
Int. J. Gen. Syst.
Daowu Pei, Zongben Xu
2004 J jnl
Strong fuzzy compact sets and ultra-fuzzy compact sets in L-topological spaces.
Fuzzy Sets Syst.
Sheng-Gang Li, Li-Li Zhang, Zongben Xu
2004 J jnl
The essential order of approximation for neural networks.
Sci. China Ser. F Inf. Sci.
Zongben Xu, Feilong Cao
2003 J jnl
A reference model approach to stability analysis of neural networks.
IEEE Trans. Syst. Man Cybern. Part B
Hong Qiao, Jigen Peng, Zongben Xu, Bo Zhang
2003 J jnl
An efficient self-organizing map designed by genetic algorithms for the traveling salesman problem.
IEEE Trans. Syst. Man Cybern. Part B
Huidong Jin, Kwong-Sak Leung, Man Leung Wong, Zongben Xu
2003 J jnl
Determination of the spread parameter in the Gaussian kernel for classification and regression.
Neurocomputing
Wenjian Wang, Zongben Xu, Weizhen Lu, Xiaoyun Zhang
2003 J jnl
Efficiency speed-up strategies for evolutionary computation: fundamentals and fast-GAs.
Appl. Math. Comput.
Zongben Xu, Kwong-Sak Leung, Yong Liang, Yee Leung
2002 J jnl
A new approach to stability of neural networks with time-varying delays.
Neural Networks
Jigen Peng, Hong Qiao, Zongben Xu
2002 J jnl
An automata network for performing combinatorial optimization.
Neurocomputing
Zongben Xu, Huidong Jin, Kwong-Sak Leung, Yee Leung, Chak-Kuen Wong
2002 J jnl
Inclusion degree: a perspective on measures for rough set data analysis.
Inf. Sci.
Zongben Xu, Jiye Liang, Chuangyin Dang, Kwai-Sang Chin
2002 J jnl
The Algorithm on Knowledge Reduction in Incomplete Information Systems.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Jiye Liang, Zongben Xu
2001 J jnl
A new data processing method based on a biological model of the compound eye: direction quantization representation.
IEEE Trans. Syst. Man Cybern. Part A
Hong Qiao, Jiang-She Zhang, Zongben Xu
2001 J jnl
A new model of simulated evolutionary computation-convergence analysis and specifications.
IEEE Trans. Evol. Comput.
Kwong-Sak Leung, Qihong Duan, Zongben Xu, C. K. Wong
2001 J jnl
Nonlinear measures: a new approach to exponential stability analysis for Hopfield-type neural networks.
IEEE Trans. Neural Networks
Hong Qiao, Jigen Peng, Zongben Xu
2000 J jnl
Characterizations of minimal T3 L-fuzzy topological spaces.
Inf. Sci.
Sheng-Gang Li, Zongben Xu
2000 J jnl
Clustering by Scale-Space Filtering.
IEEE Trans. Pattern Anal. Mach. Intell.
Yee Leung, Jiang-She Zhang, Zongben Xu
1998 J jnl
A genetic algorithm for the multiple destination routing problems.
IEEE Trans. Evol. Comput.
Yee Leung, Guo Li, Zongben Xu
1998 J jnl
Optimal neural network algorithm for on-line string matching.
IEEE Trans. Syst. Man Cybern. Part B
Yiu-Wing Leung, Jiang-She Zhang, Zongben Xu
1998 J jnl
The optimal encodings for biased association in linear associative memories.
Neural Networks
Yee Leung, Tian-Xin Dong, Zongben Xu
1997 J jnl
Degree of population diversity - a perspective on premature convergence in genetic algorithms and its Markov chain analysis.
IEEE Trans. Neural Networks
Yee Leung, Yong Gao, Zongben Xu
1997 J jnl
Neural networks for convex hull computation.
IEEE Trans. Neural Networks
Yee Leung, Jiang-She Zhang, Zongben Xu
1996 J jnl
A Decomposition Principle for Complexity Reduction of Artificial Neural Networks.
Neural Networks
Zongben Xu, Chung-Ping Kwong
1996 J jnl
Asymmetric Hopfield-type networks: Theory and applications.
Neural Networks
Zongben Xu, Guo-Qing Hu, Chung-Ping Kwong
1996 J jnl
Some efficient strategies for improving the eigenstructure method in synthesis of feedback neural networks.
IEEE Trans. Neural Networks
Zongben Xu, Guo-Qing Hu, Chung-Ping Kwong
1996 — conf
The Heuristics for the Constrained Multicast Routing.
ASIAN
Zongben Xu, Bo-Ting Yang
1995 J jnl
A competitive associative memory model and its dynamics.
IEEE Trans. Neural Networks
Xiang-Wei He, Chung-Ping Kwong, Zongben Xu
1995 J jnl
Multiple-Valued Feedback and Recurrent Correlation Neural Networks.
Neural Comput. Appl.
Z.-Y. Chen, Chung-Ping Kwong, Zongben Xu
1995 J jnl
The optimal ball algorithm for nonlinear equations of quasi-strongly monotone operators.
Int. J. Comput. Math.
Zongben Xu, P. Xu, Xingzhong Shi
1992 J jnl
A comparison of point and ball iterations in the contractive mapping case.
Computing
Zongben Xu, Xingzhong Shi
1985 — conf
Generalized Theory and Some Specializations of the Region Contraction Algorithm I - Ball Operation.
Interval Mathematics
Zhaoyong You, Zongben Xu, Kunkun Liu