Simplex Memory Neural Networks. - Jinwen Ma (Neural Networks, 1997)

The Stability of the Generalized Hopfield Networks in Randomly Asynchronous Mode. - Jinwen Ma (Neural Networks, 1997)

Multi-rate LMMSE detectors for asynchronous multi-rate CDMA systems. - Hongya Ge; Jinwen Ma (ICC, 1998)

The Memory Capacity of Recurrent Neural Networks for Storing Spatio-Temporal Sequences. - Jinwen Ma (ICONIP, 1998)

The Correct Convergence of the Rival Penalized Competitive Learning (RPCL) Algorithm. - Jinwen Ma; Lei Xu 001 (ICONIP, 1998)

Modified multi-rate detection for frequency selective Rayleigh fading CDMA channels. - Jinwen Ma; Hongya Ge (PIMRC, 1998)

The Object Perceptron Learning Algorithm on Generalised Hopfield Networks for Associative Memory. - Jinwen Ma (Neural Comput. Appl., 1999)

The asymptotic memory capacity of the generalized Hopfield network. - Jinwen Ma (Neural Networks, 1999)

Groupwise Successive Interference Cancellation for Multirate CDMA Based on MMSE Criterion. - Jinwen Ma; Hongya Ge (ICC (2), 2000)

A Neural Network Approach to Real-Time Pattern Recognition. - Jinwen Ma (Int. J. Pattern Recognit. Artif. Intell., 2001)

Asymptotic Convergence Rate of the EM Algorithm for Gaussian Mixtures. - Jinwen Ma; Lei Xu 001; Michael I. Jordan (Neural Comput., 2001)

A Hybrid Neural Network of Addressable and Content-Addressable Memory. - Jinwen Ma (Int. J. Neural Syst., 2003)

MMSE-based groupwise successive interference cancellation scheme for multirate CDMA systems. - Jinwen Ma; Hongya Ge (Int. J. Satell. Commun. Netw., 2003)

Space-Time Receiver for Multi-Rate CDMA Systems: Multi-Code and Variable Spreading Length Access Methods Comparison. - Jinwen Ma; Hongya Ge (Wirel. Pers. Commun., 2003)

Two Further Gradient BYY Learning Rules for Gaussian Mixture with Automated Model Selection. - Jinwen Ma; Bin Gao 001; Yang Wang; QianSheng Cheng (IDEAL, 2004)

Local Separation Property of the Two-Source ICA Problem with the One-Bit-Matching Condition. - Jinwen Ma; Zhiyong Liu; Lei Xu 001 (IDEAL, 2004)

A rank sum test method for informative gene discovery. - Lin Deng; Jian Pei 001; Jinwen Ma; Dik Lun Lee (KDD, 2004)

Learning to cluster web search results. - Hua-Jun Zeng; Qi-Cai He; Zheng Chen 001; Wei-Ying Ma; Jinwen Ma (SIGIR, 2004)

The capacity of time-delay recurrent neural network for storing spatio-temporal sequences. - Jinwen Ma (Neurocomputing, 2004)

A gradient BYY harmony learning rule on Gaussian mixture with automated model selection. - Jinwen Ma; Taijun Wang; Lei Xu 001 (Neurocomputing, 2004)

Entropy Penalized Automated Model Selection On Gaussian Mixture. - Jinwen Ma; Taijun Wang (Int. J. Pattern Recognit. Artif. Intell., 2004)

Further Results on the Asymptotic Memory Capacity of the Generalized Hopfield Network. - Jianwei Wu; Jinwen Ma; QianSheng Cheng (Neural Process. Lett., 2004)

MFCC and SVM Based Recognition of Chinese Vowels. - Fuhai Li 001; Jinwen Ma; Dezhi Huang (CIS (2), 2005)

Two Adaptive Matching Learning Algorithms for Independent Component Analysis. - Jinwen Ma; Fei Ge; Dengpan Gao (CIS (1), 2005)

A Gradient BYY Harmony Learning Algorithm on Mixture of Experts for Curve Detection. - Zhiwu Lu 001; QianSheng Cheng; Jinwen Ma (IDEAL, 2005)

A Multi-population chi2 Test Approach to Informative Gene Selection. - Jun Luo; Jinwen Ma (IDEAL, 2005)

A Dynamic Merge-or-Split Learning Algorithm on Gaussian Mixture for Automated Model Selection. - Jinwen Ma; Qi-Cai He (IDEAL, 2005)

A Step by Step Optimization Approach to Independent Component Analysis. - Dengpan Gao; Jinwen Ma; QianSheng Cheng (ISNN (1), 2005)

An Information Criterion for Informative Gene Selection. - Fei Ge; Jinwen Ma (ISNN (3), 2005)

Non-parametric Statistical Tests for Informative Gene Selection. - Jinwen Ma; Fuhai Li 001; Jianfeng Liu (ISNN (3), 2005)

An alternative switching criterion for independent component analysis (ICA). - Dengpan Gao; Jinwen Ma; QianSheng Cheng (Neurocomputing, 2005)

Asymptotic convergence properties of the EM algorithm with respect to the overlap in the mixture. - Jinwen Ma; Lei Xu 001 (Neurocomputing, 2005)

Conjugate and natural gradient rules for BYY harmony learning on Gaussian mixture with automated model selection. - Jinwen Ma; Bin Gao 001; Yang Wang; QianSheng Cheng (Int. J. Pattern Recognit. Artif. Intell., 2005)

A Further Result on the ICA One-Bit-Matching Conjecture. - Jinwen Ma; Zhiyong Liu; Lei Xu 001 (Neural Comput., 2005)

On the correct convergence of the EM algorithm for Gaussian mixtures. - Jinwen Ma; Shuqun Fu (Pattern Recognit., 2005)

Analysis of Feasible Solutions of the ICA Problem Under the One-Bit-Matching Condition. - Jinwen Ma; Zhe Chen 001; Shun-ichi Amari (ICA, 2006)

A One-Bit-Matching Learning Algorithm for Independent Component Analysis. - Jinwen Ma; Dengpan Gao; Fei Ge; Shun-ichi Amari (ICA, 2006)

Contrast Functions for Non-circular and Circular Sources Separation in Complex-Valued ICA. - Zhe Chen 001; Jinwen Ma (IJCNN, 2006)

Automated Model Selection (AMS) on Finite Mixtures: A Theoretical Analysis. - Jinwen Ma (IJCNN, 2006)

A Gradient Entropy Regularized Likelihood Learning Algorithm on Gaussian Mixture with Automatic Model Selection. - Zhiwu Lu 001; Jinwen Ma (ISNN (1), 2006)

The Mahalanobis Distance Based Rival Penalized Competitive Learning Algorithm. - Jinwen Ma; Bin Cao 001 (ISNN (1), 2006)

BYY Harmony Learning on Finite Mixture: Adaptive Gradient Implementation and A Floating RPCL Mechanism. - Jinwen Ma; Le Wang (Neural Process. Lett., 2006)

A cost-function approach to rival penalized competitive learning (RPCL). - Jinwen Ma; Taijun Wang (IEEE Trans. Syst. Man Cybern. Part B, 2006)

An Adaptive Gradient BYY Learning Rule for Poisson Mixture with Automated Model Selection. - Jianfeng Liu; Jinwen Ma (ICIC (1), 2007)

Efficient Training of RBF Networks Via the BYY Automated Model Selection Learning Algorithms. - Kai Huang; Le Wang; Jinwen Ma (ISNN (1), 2007)

Informative Gene Set Selection Via Distance Sensitive Rival Penalized Competitive Learning and Redundancy Analysis. - Liangliang Wang; Jinwen Ma (ISNN (1), 2007)

Query topic detection for reformulation. - Xuefeng He; Jun Yan 001; Jinwen Ma; Ning Liu 001; Zheng Chen 001 (WWW, 2007)

The BYY annealing learning algorithm for Gaussian mixture with automated model selection. - Jinwen Ma; Jianfeng Liu (Pattern Recognit., 2007)

Automatic Straight Line Detection through Fixed-Point BYY Harmony Learning. - Jinwen Ma; Lei Li (ICIC (1), 2008)

The Competitive EM Algorithm for Gaussian Mixtures with BYY Harmony Criterion. - Hengyu Wang; Lei Li; Jinwen Ma (ICIC (1), 2008)

A Gradient BYY Harmony Learning Algorithm for Straight Line Detection. - Gang Chen; Lei Li; Jinwen Ma (ISNN (1), 2008)

Analysis of the Kurtosis-Sum Objective Function for ICA. - Fei Ge; Jinwen Ma (ISNN (1), 2008)

A BYY Split-and-Merge EM Algorithm for Gaussian Mixture Learning. - Lei Li; Jinwen Ma (ISNN (1), 2008)

BYY Harmony Learning on Weibull Mixture with Automated Model Selection. - Zhijie Ren; Jinwen Ma (ISNN (1), 2008)

A BYY scale-incremental EM algorithm for Gaussian mixture learning. - Lei Li; Jinwen Ma (Appl. Math. Comput., 2008)

ADSRPCL-SVM Approach to Informative Gene Analysis. - Wei Xiong; Zhibin Cai; Jinwen Ma (Genom. Proteom. Bioinform., 2008)

Workflow and Methods of High-Content Time-Lapse Analysis for Quantifying Intracellular Calcium Signals. - Fuhai Li 001; Xiaobo Zhou 001; Jinmin Zhu; Weiming Xia; Jinwen Ma; Stephen T. C. Wong (Neuroinformatics, 2008)

A fast fixed-point BYY harmony learning algorithm on Gaussian mixture with automated model selection. - Jinwen Ma; Xuefeng He (Pattern Recognit. Lett., 2008)

A Novel k'-Means Algorithm for Clustering Analysis. - Chonglun Fang; Jinwen Ma (BMEI, 2009)

A Kurtosis and Skewness Based Criterion for Model Selection on Gaussian Mixture. - Lin Wang 039; Jinwen Ma (BMEI, 2009)

A Single Loop EM Algorithm for the Mixture of Experts Architecture. - Yan Yang; Jinwen Ma (ISNN (2), 2009)

Parameter estimation of Poisson mixture with automated model selection through BYY harmony learning. - Jinwen Ma; Jianfeng Liu; Zhijie Ren (Pattern Recognit., 2009)

An Efficient Pairwise Kurtosis Optimization Algorithm for Independent Component Analysis. - Fei Ge; Jinwen Ma (ICIC (3), 2010)

Density Based Merging Search of Functional Modules in Protein-Protein Interaction (PPI) Networks. - Wei Wang; Jinwen Ma (ICIC (1), 2010)

A Stage by Stage Pruning Algorithm for Detecting the Number of Clusters in a Dataset. - Yanqiao Zhu 002; Jinwen Ma (ICIC (1), 2010)

Sixteenth-order method for nonlinear equations. - Xiaowu Li; Chunlai Mu; Jinwen Ma; Chan Wang (Appl. Math. Comput., 2010)

Spurious Solution of the Maximum Likelihood Approach to ICA. - Fei Ge; Jinwen Ma (IEEE Signal Process. Lett., 2010)

Multiple Nuclei Tracking Using Integer Programming for Quantitative Cancer Cell Cycle Analysis. - Fuhai Li 001; Xiaobo Zhou 001; Jinwen Ma; Stephen T. C. Wong (IEEE Trans. Medical Imaging, 2010)

Coupling Oriented Hidden Markov Random Field Model with Local Clustering for Segmenting Blood Vessels and Measuring Spatial Structures in Images of Tumor Microenvironment. - Yanqiao Zhu 002; Fuhai Li 001; Derek Cridebring; Jinwen Ma; Stephen T. C. Wong; Tegy J. Vadakkan; Mei Zhang; John Landua; Wei Wei; Mary E. Dickinson; Jeffrey M. Rosen; Michael T. Lewis (BIBM, 2011)

Texture Classification Based on Contourlet Subband Clustering. - Yongsheng Dong; Jinwen Ma (ICIC (2), 2011)

Contourlet-Based Texture Classification with Product Bernoulli Distributions. - Yongsheng Dong; Jinwen Ma (ISNN (2), 2011)

A Fixed-Point EM Algorithm for Straight Line Detection. - Chonglun Fang; Jinwen Ma (ISNN (2), 2011)

Simultaneous Model Selection and Feature Selection via BYY Harmony Learning. - Hongyan Wang; Jinwen Ma (ISNN (2), 2011)

An Efficient EM Approach to Parameter Learning of the Mixture of Gaussian Processes. - Yan Yang; Jinwen Ma (ISNN (2), 2011)

Fifth-order iterative method for finding multiple roots of nonlinear equations. - Xiaowu Li; Chunlai Mu; Jinwen Ma; Linke Hou (Numer. Algorithms, 2011)

Asymptotic Convergence Properties of the EM Algorithm for Mixture of Experts. - Yan Yang; Jinwen Ma (Neural Comput., 2011)

Wavelet-Based Image Texture Classification Using Local Energy Histograms. - Yongsheng Dong; Jinwen Ma (IEEE Signal Process. Lett., 2011)

Statistical Contourlet Subband Characterization for Texture Image Retrieval. - Yongsheng Dong; Jinwen Ma (ICIC (2), 2012)

A 3-dimentional multiscale model to simulate tumor progression in response to interactions between cancer stem cells and tumor microenvironmental factors. - Hua Tan; Fuhai Li 001; Jaykrishna Singh; Xiaofeng Xia; Derek Cridebring; Jian Yang; Ming Zhan; Stephen T. C. Wong; Jiguang Bao; Jinwen Ma (ISB, 2012)

An Efficient Histogram-Based Texture Classification Method with Weighted Symmetrized Kullback-Leibler Divergence. - Yongsheng Dong; Jinwen Ma (ISNN (2), 2012)

Bayesian Texture Classification Based on Contourlet Transform and BYY Harmony Learning of Poisson Mixtures. - Yongsheng Dong; Jinwen Ma (IEEE Trans. Image Process., 2012)

Kernel k'-means Algorithm for Clustering Analysis. - Yue Zhao; Shuyi Zhang; Jinwen Ma (ICIC (2), 2013)

Automated Model Selection and Parameter Estimation of Log-Normal Mixtures via BYY Harmony Learning. - Yifan Zhou; Zhijie Ren; Jinwen Ma (ICIC (3), 2013)

Two-Phase Image Segmentation with the Competitive Learning Based Chan-Vese (CLCV) Model. - Yanqiao Zhu 002; Anhui Wang; Jinwen Ma (ICIC (1), 2013)

Novel training and comparison method for blood detection in wireless capsule endoscopy images. - Jinwen Ma; Tammam Tillo; Bailing Zhang; Zhao Wang 001; Eng Gee Lim (ISMICT, 2013)

A Novel Geodesic Distance Based Clustering Approach to Delineating Boundaries of Touching Cells. - Xu Chen; Yanqiao Zhu 002; Fuhai Li 001; Zeyi Zheng; Eric Chang; Jinwen Ma; Stephen T. C. Wong (ISNN (2), 2013)

Local Fisher Discriminant Analysis with Locally Linear Embedding Affinity Matrix. - Yue Zhao; Jinwen Ma (ISNN (1), 2013)

FusionQ: a novel approach for gene fusion detection and quantification from paired-end RNA-Seq. - Chenglin Liu; Jinwen Ma; Chung-Che Jeff Chang; Xiaobo Zhou 001 (BMC Bioinform., 2013)

A 3D multiscale model of cancer stem cell in tumor development. - Fuhai Li 001; Hua Tan; Jaykrishna Singh; Jian Yang; Xiaofeng Xia; Jiguang Bao; Jinwen Ma; Ming Zhan; Stephen T. C. Wong (BMC Syst. Biol., 2013)

Feature extraction through contourlet subband clustering for texture classification. - Yongsheng Dong; Jinwen Ma (Neurocomputing, 2013)

k′-Means algorithms for clustering analysis with frequency sensitive discrepancy metrics. - Chonglun Fang; Wei Jin; Jinwen Ma (Pattern Recognit. Lett., 2013)

A Precise Hard-Cut EM Algorithm for Mixtures of Gaussian Processes. - Ziyi Chen 002; Jinwen Ma; Yatong Zhou (ICIC (2), 2014)

Unsupervised Image Segmentation Based on Contourlet Texture Features and BYY Harmony Learning of t-Mixtures. - Chenglin Liu; Jinwen Ma (ICIC (1), 2014)

Automatic Non-negative Matrix Factorization Clustering with Competitive Sparseness Constraints. - Chenglin Liu; Jinwen Ma (ICIC (2), 2014)

Fast and Effective Image Segmentation via Superpixels and Adaptive Thresholding. - Yunsheng Jiang; Jinwen Ma (ISNN, 2014)

Kernel Parameter Optimization for KFDA Based on the Maximum Margin Criterion. - Yue Zhao; Jinwen Ma (ISNN, 2014)

Diagonal Log-Normal Generalized RBF Neural Network for Stock Price Prediction. - Wenli Zheng; Jinwen Ma (ISNN, 2014)

Dynamically regularized harmony learning of Gaussian mixtures. - Hongyan Wang; Jinwen Ma (SMC, 2014)

DrugComboRanker: drug combination discovery based on target network analysis. - Lei Huang; Fuhai Li 001; Jianting Sheng; Xiaofeng Xia; Jinwen Ma; Ming Zhan; Stephen T. C. Wong (Bioinform., 2014)

Human Action Recognition Based on DMMs, HOGs and Contourlet Transform. - Mohammad Farhad Bulbul; Yunsheng Jiang; Jinwen Ma (BigMM, 2015)

Combination features and models for human detection. - Yunsheng Jiang; Jinwen Ma (CVPR, 2015)

Real-Time Human Action Recognition Using DMMs-Based LBP and EOH Features. - Mohammad Farhad Bulbul; Yunsheng Jiang; Jinwen Ma (ICIC (1), 2015)

The Hard-Cut EM Algorithm for Mixture of Sparse Gaussian Processes. - Ziyi Chen 002; Jinwen Ma (ICIC (3), 2015)

Image segmentation with the competitive learning based MS model. - Junfeng Luo; Jinwen Ma (ICIP, 2015)

Automatic Model Selection of the Mixtures of Gaussian Processes for Regression. - Zhe Qiang; Jinwen Ma (ISNN, 2015)

An MCMC Based EM Algorithm for Mixtures of Gaussian Processes. - Di Wu 027; Ziyi Chen 002; Jinwen Ma (ISNN, 2015)

An Effective Model Selection Criterion for Mixtures of Gaussian Processes. - Longbo Zhao; Ziyi Chen 002; Jinwen Ma (ISNN, 2015)

Modularity Dominated Density Based Merging Search for Community Discovery. - Zhongyu Wang; Jinwen Ma (SMC, 2015)

DMMs-Based Multiple Features Fusion for Human Action Recognition. - Mohammad Farhad Bulbul; Yunsheng Jiang; Jinwen Ma (Int. J. Multim. Data Eng. Manag., 2015)

Accurate segmentation of touching cells in multi-channel microscopy images with geodesic distance based clustering. - Xu Chen; Yanqiao Zhu 002; Fuhai Li 001; Zeyi Zheng; Eric C. Chang; Jinwen Ma; Stephen T. C. Wong (Neurocomputing, 2015)

BYY harmony learning of log-normal mixtures with automated model selection. - Wenli Zheng; Zhijie Ren; Yifan Zhou; Jinwen Ma (Neurocomputing, 2015)

Texture Classification and Retrieval Using Shearlets and Linear Regression. - Yongsheng Dong; Dacheng Tao; Xuelong Li 001; Jinwen Ma; Jiexin Pu (IEEE Trans. Cybern., 2015)

Stacked Auto-Encoders for Feature Extraction with Neural Networks. - Shuanglong Liu; Chao Zhang; Jinwen Ma (BIC-TA (1), 2016)

Stock Price Prediction Through the Mixture of Gaussian Processes via the Precise Hard-cut EM Algorithm. - Shuanglong Liu; Jinwen Ma (ICIC (3), 2016)

A DAEM Algorithm for Mixtures of Gaussian Process Functional Regressions. - Di Wu 027; Jinwen Ma (ICIC (3), 2016)

BYY harmony learning of t-mixtures with the application to image segmentation based on contourlet texture features. - Yunsheng Jiang; Chenglin Liu; Jinwen Ma (Neurocomputing, 2016)

Effective Iris Recognition for Distant Images Using Log-Gabor Wavelet Based Contourlet Transform Features. - Lasker Ershad Ali; Junfeng Luo; Jinwen Ma (ICIC (1), 2017)

A Unified Deep Neural Network for Scene Text Detection. - Yixin Li; Jinwen Ma (ICIC (1), 2017)

Quantile Kurtosis in ICA and Integrated Feature Extraction for Classification. - Md. Shamim Reza; Jinwen Ma (ICIC (1), 2017)

An Integrated Learning Framework for Pedestrian Tracking. - Taihong Xiao; Jinwen Ma (ICIC (3), 2017)

CNN-LSTM Neural Network Model for Quantitative Strategy Analysis in Stock Markets. - Shuanglong Liu; Chao Zhang; Jinwen Ma (ICONIP (2), 2017)

End-to-End Scene Text Recognition with Character Centroid Prediction. - Wei Zhao; Jinwen Ma (ICONIP (3), 2017)

A Multi-objective Evolutionary Algorithm for Color Image Segmentation. - Kazi Shah Nawaz Ripon; Lasker Ershad Ali; Sarfaraz Newaz; Jinwen Ma (MIKE, 2017)

ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes. - Taihong Xiao; Jiapeng Hong; Jinwen Ma (ECCV (10), 2018)

Bayesian Probit Model with Lα and Elastic Net Regularization. - Tao Li 040; Jinwen Ma (ICIC (1), 2018)

DeepLayout: A Semantic Segmentation Approach to Page Layout Analysis. - Yixin Li; Yajun Zou; Jinwen Ma (ICIC (3), 2018)

Aspect-based Question Generation. - Wenpeng Hu; Bing Liu 001; Jinwen Ma; Dongyan Zhao 001; Rui Yan 001 (ICLR (Workshop), 2018)

DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images. - Taihong Xiao; Jiapeng Hong; Jinwen Ma (ICLR (Workshop), 2018)

Model Selection Prediction for the Mixture of Gaussian Processes with RJMCMC. - Zhe Qiang; Jinwen Ma (ICIS, 2018)

Probe Machine Based Consecutive Route Filtering Approach to Symmetric Travelling Salesman Problem. - Md. Azizur Rahman; Jinwen Ma (ICIS, 2018)

Related Text Discovery Through Consecutive Filtering and Supervised Learning. - Daqing Wu; Jinwen Ma (ICIS, 2018)

A Specialized Probability Density Function for the Input of Mixture of Gaussian Processes. - Longbo Zhao; Jinwen Ma (ICIS, 2018)

Automatic Fault Detection for 2D Seismic Data Based on the Seismic Coherence of Mutative Scale Analysis Window. - Wenli Zheng; Jinwen Ma (ICIS, 2018)

The Regularization Effects of Anisotropic Noise in Stochastic Gradient Descent. - Zhanxing Zhu; Jingfeng Wu; Bing Yu; Lei Wu; Jinwen Ma (CoRR, 2018)

A Two-Layer Mixture Model of Gaussian Process Functional Regressions and Its MCMC EM Algorithm. - Di Wu 027; Jinwen Ma (IEEE Trans. Neural Networks Learn. Syst., 2018)

Tangent-Normal Adversarial Regularization for Semi-Supervised Learning. - Bing Yu; Jingfeng Wu; Jinwen Ma; Zhanxing Zhu (CVPR, 2019)

Automatic Cloud Segmentation Based on Fused Fully Convolutional Networks. - Jie An 002; Jingfeng Wu; Jinwen Ma (ICIC (1), 2019)

CNN-SIFT Consecutive Searching and Matching for Wine Label Retrieval. - Xiaoqing Li; Jiansheng Yang; Jinwen Ma (ICIC (1), 2019)

Solving Symmetric and Asymmetric Traveling Salesman Problems Through Probe Machine with Local Search. - Md. Azizur Rahman; Jinwen Ma (ICIC (1), 2019)

Automatic Badminton Action Recognition Using CNN with Adaptive Feature Extraction on Sensor Data. - Ya Wang; Weichuang Fang; Jinwen Ma; Xiangchen Li; Albert Zhong (ICIC (1), 2019)

Overcoming Catastrophic Forgetting for Continual Learning via Model Adaptation. - Wenpeng Hu; Zhou Lin; Bing Liu 001; Chongyang Tao; Zhengwei Tao; Jinwen Ma; Dongyan Zhao 001; Rui Yan 001 (ICLR (Poster), 2019)

Spatial-Aware Non-Local Attention for Fashion Landmark Detection. - Yixin Li; Shengqin Tang; Yun Ye; Jinwen Ma (ICME, 2019)

The Anisotropic Noise in Stochastic Gradient Descent: Its Behavior of Escaping from Sharp Minima and Regularization Effects. - Zhanxing Zhu; Jingfeng Wu; Bing Yu; Lei Wu; Jinwen Ma (ICML, 2019)

Exploiting Cluster Structure in Probabilistic Matrix Factorization. - Tao Li 040; Jinwen Ma (ICONIP (5), 2019)

Swarm Intelligence Based Ensemble Learning of Deep Neural Networks. - Tao Li 040; Jinwen Ma (ICONIP (4), 2019)

GSN: A Graph-Structured Network for Multi-Party Dialogues. - Wenpeng Hu; Zhangming Chan; Bing Liu 001; Dongyan Zhao 001; Jinwen Ma; Rui Yan 001 (IJCAI, 2019)

Convolutional Neural Network based Eye Recognition from Distantly Acquired Face Images for Human Identification. - Kazi Shah Nawaz Ripon; Lasker Ershad Ali; Nazmul H. Siddique; Jinwen Ma (IJCNN, 2019)

Non-convex Penalty for Tensor Completion and Robust PCA. - Tao Li 040; Jinwen Ma (CoRR, 2019)

StyleNAS: An Empirical Study of Neural Architecture Search to Uncover Surprisingly Fast End-to-End Universal Style Transfer Networks. - Jie An 002; Haoyi Xiong; Jinwen Ma; Jiebo Luo 001; Jun Huan (CoRR, 2019)

Fast Universal Style Transfer for Artistic and Photorealistic Rendering. - Jie An 002; Haoyi Xiong; Jiebo Luo 001; Jun Huan; Jinwen Ma (CoRR, 2019)

Transformation of Dense and Sparse Text Representations. - Wenpeng Hu; Mengyu Wang 002; Bing Liu 001; Feng Ji; Haiqing Chen; Dongyan Zhao 001; Jinwen Ma; Rui Yan 001 (CoRR, 2019)

An effective EM algorithm for mixtures of Gaussian processes via the MCMC sampling and approximation. - Di Wu 027; Jinwen Ma (Neurocomputing, 2019)

Multi-Label Classification with Label Graph Superimposing. - Ya Wang; Dongliang He; Fu Li 003; Xiang Long; Zhichao Zhou; Jinwen Ma; Shilei Wen (AAAI, 2020)

Translation vs. Dialogue: A Comparative Analysis of Sequence-to-Sequence Modeling. - Wenpeng Hu; Ran Le; Bing Liu 001; Jinwen Ma; Dongyan Zhao 001; Rui Yan 001 (COLING, 2020)

Transformation of Dense and Sparse Text Representations. - Wenpeng Hu; Mengyu Wang 002; Bing Liu 001; Feng Ji; Jinwen Ma; Dongyan Zhao 001 (COLING, 2020)

PDO-eConvs: Partial Differential Operator Based Equivariant Convolutions. - Zhengyang Shen; Lingshen He; Zhouchen Lin; Jinwen Ma (ICML, 2020)

Simultaneous Inpainting and Colorization via Tensor Completion. - Tao Li 040; Jinwen Ma (ICONIP (1), 2020)

Functional Data Clustering Analysis via the Learning of Gaussian Processes with Wasserstein Distance. - Tao Li 040; Jinwen Ma (ICONIP (2), 2020)

T-SVD Based Non-convex Tensor Completion and Robust Principal Component Analysis. - Tao Li 040; Jinwen Ma (ICPR, 2020)

HRN: A Holistic Approach to One Class Learning. - Wenpeng Hu; Mengyu Wang 002; Qi Qin; Jinwen Ma; Bing Liu 001 (NeurIPS, 2020)

Large Scale Category-Structured Image Retrieval for Object Identification Through Supervised Learning of CNN and SURF-Based Matching. - Xiaoqing Li; Jiansheng Yang; Jinwen Ma (IEEE Access, 2020)

Real-time Universal Style Transfer on High-resolution Images via Zero-channel Pruning. - Jie An 002; Tao Li 040; Haozhi Huang 001; Li Shen 005; Xuan Wang 009; Yongyi Tang; Jinwen Ma; Wei Liu 005; Jiebo Luo 001 (CoRR, 2020)

Deep learning-based automated detection of human knee joint's synovial fluid from magnetic resonance images with transfer learning. - Imran Iqbal; Ghazala Shahzad; Nida Rafiq; Ghulam Mustafa 002; Jinwen Ma (IET Image Process., 2020)

Predictive Adversarial Learning from Positive and Unlabeled Data. - Wenpeng Hu; Ran Le; Bing Liu 001; Feng Ji; Jinwen Ma; Dongyan Zhao 001; Rui Yan 001 (AAAI, 2021)

Continual Learning by Using Information of Each Class Holistically. - Wenpeng Hu; Qi Qin; Mengyu Wang 002; Jinwen Ma; Bing Liu 001 (AAAI, 2021)

PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs. - Zhengyang Shen; Tiancheng Shen; Zhouchen Lin; Jinwen Ma (AAAI, 2021)

Composition-Enhanced Graph Collaborative Filtering for Multi-behavior Recommendation. - Daqing Wu; Xiao Luo 001; Zeyu Ma 001; Chong Chen 002; Pengfei Wang 008; Minghua Deng; Jinwen Ma (ICDM, 2021)

Variational EM Algorithm for Student-${ varvec{t}} $ Mixtures of Gaussian Processes. - Xiangyang Guo; Xiaoyan Li; Jinwen Ma (ICIC (2), 2021)

STDA-inf: Style Transfer for Data Augmentation Through In-data Training and Fusion Inference. - Tao Hong; Yajun Zou; Jinwen Ma (ICIC (2), 2021)

Non-central Student-t Mixture of Student-t Processes for Robust Regression and Prediction. - Xiaoyan Li; Jinwen Ma (ICIC (1), 2021)

Label Similarity Based Graph Network for Badminton Activity Recognition. - Ya Wang; Guowen Pan; Jinwen Ma; Xiangchen Li; Albert Zhong (ICIC (1), 2021)

Deep Learning Based Semantic Page Segmentation of Document Images in Chinese and English. - Yajun Zou; Jinwen Ma (ICIC (1), 2021)

Deep Unsupervised Hashing by Distilled Smooth Guidance. - Xiao Luo 001; Zeyu Ma 001; Daqing Wu; Huasong Zhong; Chong Chen 002; Jinwen Ma; Minghua Deng (ICME, 2021)

Deep Unsupervised Hashing by Global and Local Consistency. - Xiao Luo 001; Daqing Wu; Chong Chen 002; Jinwen Ma; Minghua Deng (ICME, 2021)

NSF-Based Mixture of Gaussian Processes and Its Variational EM Algorithm. - Xiangyang Guo; Daqing Wu; Tao Hong; Jinwen Ma (ICONIP (5), 2021)

Average Mean Functions Based EM Algorithm for Mixtures of Gaussian Processes. - Tao Li 040; Xiao Luo 001; Jinwen Ma (ICONIP (5), 2021)

Concordant Contrastive Learning for Semi-supervised Node Classification on Graph. - Daqing Wu; Xiao Luo 001; Xiangyang Guo; Chong Chen 002; Minghua Deng; Jinwen Ma (ICONIP (1), 2021)

CIMON: Towards High-quality Hash Codes. - Xiao Luo 001; Daqing Wu; Zeyu Ma 001; Chong Chen 002; Minghua Deng; Jinwen Ma; Zhongming Jin 001; Jianqiang Huang; Xian-Sheng Hua 001 (IJCAI, 2021)

ARGO: Modeling Heterogeneity in E-commerce Recommendation. - Daqing Wu; Xiao Luo 001; Zeyu Ma 001; Chong Chen 002; Minghua Deng; Jinwen Ma (IJCNN, 2021)

Automated multi-class classification of skin lesions through deep convolutional neural network with dermoscopic images. - Imran Iqbal; Muhammad Younus; Khuram Walayat; Mohib Ullah Kakar; Jinwen Ma (Comput. Medical Imaging Graph., 2021)

PDO-eS2CNNs: Partial Differential Operator Based Equivariant Spherical CNNs. - Zhengyang Shen; Tiancheng Shen; Zhouchen Lin; Jinwen Ma (CoRR, 2021)

Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation. - Xiao Luo 001; Daqing Wu; Chong Chen 002; Jinwen Ma; Minghua Deng; Chen Shen 003; Jianqiang Huang; Xian-Sheng Hua 001 (CoRR, 2021)

On Automatic Text Extractive Summarization Based on Graph and pre-trained Language Model Attention. - Yuan-Ching Lin; Jinwen Ma (CoRR, 2021)

Mixture of robust Gaussian processes and its hard-cut EM algorithm with variational bounding approximation. - Tao Li 040; Di Wu 027; Jinwen Ma (Neurocomputing, 2021)

Recent developments of content-based image retrieval (CBIR). - Xiaoqing Li; Jiansheng Yang; Jinwen Ma (Neurocomputing, 2021)

Compact Interchannel Sampling Difference Descriptor for Color Texture Classification. - Yongsheng Dong; Mingxin Jin; Xuelong Li 001; Jinwen Ma; Zhonghua Liu; Lin Wang 039; Lintao Zheng (IEEE Trans. Circuits Syst. Video Technol., 2021)

SG-Net: Semantic Guided Network for Image Dehazing. - Tao Hong; Xiangyang Guo; Zeren Zhang; Jinwen Ma (ACCV (3), 2022)

Federated Sparse Gaussian Processes. - Xiangyang Guo; Daqing Wu; Jinwen Ma (ICIC (3), 2022)

PDO-s3DCNNs: Partial Differential Operator Based Steerable 3D CNNs. - Zhengyang Shen; Tao Hong; Qi She; Jinwen Ma; Zhouchen Lin (ICML, 2022)

Adaptive Harmony Learning and Optimization for Attributed Graph Clustering. - Daqing Wu; Xiangyang Guo; Xiao Luo 001; Ziyue Qiao; Jinwen Ma (IJCNN, 2022)

On theoretical justification of the forward-backward algorithm for the variational learning of Bayesian hidden Markov models. - Tao Li 040; Jinwen Ma (IET Signal Process., 2022)

Automated identification of human gastrointestinal tract abnormalities based on deep convolutional neural network with endoscopic images. - Imran Iqbal; Khuram Walayat; Mohib Ullah Kakar; Jinwen Ma (Intell. Syst. Appl., 2022)

Distributed search and fusion for wine label image retrieval. - Xiaoqing Li; Jinwen Ma (PeerJ Comput. Sci., 2022)

Attention Mechanism Based Mixture of Gaussian Processes. - Tao Li 040; Jinwen Ma (Pattern Recognit. Lett., 2022)

PCSalmix: Gradient Saliency-Based Mix Augmentation for Point Cloud Classification. - Tao Hong; Zeren Zhang; Jinwen Ma (ICASSP, 2023)

Automatic Model Selection Algorithm Based on BYY Harmony Learning for Mixture of Gaussian Process Functional Regressions Models. - Xiangyang Guo; Tao Hong; Jinwen Ma (ICIC (4), 2023)

Automatic Text Extractive Summarization Based on Text Graph Representation and Attention Matrix. - Yuan-Ching Lin; Jinwen Ma (ICIC (4), 2023)

UCLD-Net: Decoupling Network via Unsupervised Contrastive Learning for Image Dehazing. - Zhitao Liu; Tao Hong; Jinwen Ma (ICIC (5), 2023)

One-Dimensional Feature Supervision Network for Object Detection. - Longchao Shen; Yongsheng Dong; Yuanhua Pei; Haotian Yang; Lintao Zheng; Jinwen Ma (ICIC (5), 2023)

Towards a Unified Theoretical Understanding of Non-contrastive Learning via Rank Differential Mechanism. - Zhijian Zhuo 001; Yifei Wang 001; Jinwen Ma; Yisen Wang 001 (ICLR, 2023)

GradSalMix: Gradient Saliency-Based Mix for Image Data Augmentation. - Tao Hong; Ya Wang; Xingwu Sun; Fengzong Lian; Zhanhui Kang; Jinwen Ma (ICME, 2023)

CMMix: Cross-Modal Mix Augmentation Between Images and Texts for Visual Grounding. - Tao Hong; Ya Wang; Xingwu Sun; Xiaoqing Li; Jinwen Ma (ICONIP (12), 2023)

Overcoming Catastrophic Forgetting for Fine-Tuning Pre-trained GANs. - Zeren Zhang; Xingjian Li 002; Tao Hong; Tianyang Wang; Jinwen Ma; Haoyi Xiong; Cheng-Zhong Xu 001 (ECML/PKDD (5), 2023)

Is Bigger Always Better? An Empirical Study on Efficient Architectures for Style Transfer and Beyond. - Jie An 002; Tao Li 040; Hao-Zhi Huang 001; Jinwen Ma; Jiebo Luo 001 (WACV, 2023)

Fine-grained image retrieval by combining attention mechanism and context information. - Xiaoqing Li; Jinwen Ma (Neural Comput. Appl., 2023)

Dirichlet process mixture of Gaussian process functional regressions and its variational EM algorithm. - Tao Li 040; Jinwen Ma (Pattern Recognit., 2023)

A variational hardcut EM algorithm for the mixtures of Gaussian processes. - Tao Li 040; Jinwen Ma (Sci. China Inf. Sci., 2023)

Self-Attention-Based Deep Convolution LSTM Framework for Sensor-Based Badminton Activity Recognition. - Jingyang Deng; Shuyi Zhang; Jinwen Ma (Sensors, 2023)

Graph Neural Networks (with Proper Weights) Can Escape Oversmoothing. - Zhijian Zhuo 001; Yifei Wang 001; Jinwen Ma; Yisen Wang 001 (ACML, 2024)

FltLM: An Intergrated Long-Context Large Language Model for Effective Context Filtering and Understanding. - Jingyang Deng; Zhengyang Shen; Boyang Wang; Lixin Su; Suqi Cheng; Ying Nie; Junfeng Wang; Dawei Yin; Jinwen Ma (ECAI, 2024)

A Fusion Framework of Whitespace Smear Cutting and Swin Transformer for Document Layout Analysis. - Ran Chen 002; Jo-Ku Cheng; Jinwen Ma (ICIC (6), 2024)

DefenseVGAE: Defending Against Adversarial Attacks on Graph Data via a Variational Graph Autoencoder. - Ao Zhang; Jinwen Ma (ICIC (4), 2024)

Twin Bounded Least Squares Support Vector Regression. - Ran Chen 002; Muhan Liu; Jinwen Ma (ICIS, 2024)

Difference-Enhanced Learning of the Deep Semantic Segmentation Networks for First Break Picking. - Zhongyang Wen; Jinwen Ma (ICIS, 2024)

Neural Collapse Inspired Regularization for Deep Graph Neural Networks. - Zhijian Zhuo 001; Jinwen Ma (ICONIP (2), 2024)

Geometry-Guided Conditional Adaptation for Surrogate Models of Large-Scale 3D PDEs on Arbitrary Geometries. - Jingyang Deng; Xingjian Li 002; Haoyi Xiong; Xiaoguang Hu; Jinwen Ma (IJCAI, 2024)

SwapTalk: Audio-Driven Talking Face Generation with One-Shot Customization in Latent Space. - Zeren Zhang; Haibo Qin; Jiayu Huang; Yixin Li; Hui Lin; Yitao Duan; Jinwen Ma (CoRR, 2024)

Seismic Fault SAM: Adapting SAM with Lightweight Modules and 2.5D Strategy for Fault Detection. - Ran Chen 002; Zeren Zhang; Jinwen Ma (CoRR, 2024)

Criterion-based Heterogeneous Collaborative Filtering for Multi-behavior Implicit Recommendation. - Xiao Luo 001; Daqing Wu; Yiyang Gu; Chong Chen 002; Luchen Liu; Jinwen Ma; Ming Zhang 004; Minghua Deng; Jianqiang Huang; Xian-Sheng Hua 001 (ACM Trans. Knowl. Discov. Data, 2024)

Improving Seismic Fault Recognition with Self-Supervised Pre-Training: A Study of 3D Transformer-Based with Multi-Scale Decoding and Fusion. - Zeren Zhang; Ran Chen 002; Jinwen Ma (Remote. Sens., 2024)

Enhancing Large Language Models on Domain-specific Tasks: A Novel Training Strategy via Domain Adaptation and Preference Alignment. - Jingyang Deng; Zeren Zhang; Jo-Ku Cheng; Jinwen Ma (ICASSP, 2025)

Diagram Formalization Enhanced Multi-Modal Geometry Problem Solver. - Zeren Zhang; Jo-Ku Cheng; Jingyang Deng; Lu Tian; Jinwen Ma; Ziran Qin; Xiaokai Zhang; Na Zhu; Tuo Leng (ICASSP, 2025)

SwapTalk: Audio-Driven Talking Face Generation with One-Shot Customization in Latent Space. - Zeren Zhang; Haibo Qin; Jiayu Huang; Jo-Ku Cheng; Yixin Li; Hui Lin; Yitao Duan; Jinwen Ma (ICASSP, 2025)

FB-SAM: An Effective Learning Framework for First Break Picking Based on the SAM Model with Limited Data. - Zhongyang Wen; Jinwen Ma (ICIC (21), 2025)

Polynomial Composition Activations: Unleashing the Dynamics of Large Language Models. - Zhijian Zhuo 001; Ya Wang; Yutao Zeng; Xiaoqing Li; Xun Zhou; Jinwen Ma (ICLR, 2025)

Cross dropout based dynamic learning for blind super resolution. - Yongsheng Dong; Hongjie Zhou; Lintao Zheng; Xiaohong Wang; Jinwen Ma (Neurocomputing, 2025)

Split-and-merge model selection of mixtures of Gaussian processes with RJMCMC. - Zhe Qiang; Jinwen Ma; Di Wu 027 (Pattern Recognit., 2025)

HybridNorm: Towards Stable and Efficient Transformer Training via Hybrid Normalization. - Zhijian Zhuo 001; Yutao Zeng; Ya Wang; Sijun Zhang; Jian Yang; Xiaoqing Li; Xun Zhou; Jinwen Ma (CoRR, 2025)

GeoUni: A Unified Model for Generating Geometry Diagrams, Problems and Problem Solutions. - Jo-Ku Cheng; Zeren Zhang; Ran Chen 002; Jingyang Deng; Ziran Qin; Jinwen Ma (CoRR, 2025)

SOAEsV2-7B/72B: Full-Pipeline Optimization for State-Owned Enterprise LLMs via Continual Pre-Training, Domain-Progressive SFT and Distillation-Enhanced Speculative Decoding. - Jingyang Deng; Ran Chen 002; Jo-Ku Cheng; Jinwen Ma (CoRR, 2025)