Songcan Chen
Orcid: 0000-0002-5164-0070
According to our database1,
Songcan Chen
authored at least 313 papers
between 2003 and 2025.
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Bibliography
2025
Frontiers Comput. Sci., March, 2025
Frontiers Comput. Sci., January, 2025
Pattern Recognit., 2025
2024
IEEE Trans. Knowl. Data Eng., September, 2024
IEEE Trans. Circuits Syst. Video Technol., September, 2024
Towards adaptive unknown authentication for universal domain adaptation by classifier paradox.
Mach. Learn., April, 2024
Unsupervised Multitarget Domain Adaptation With Dictionary-Bridged Knowledge Exploitation.
IEEE Trans. Neural Networks Learn. Syst., March, 2024
Neural Networks, 2024
Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning.
CoRR, 2024
CoRR, 2024
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
No Regularization Is Needed: Efficient and Effective Incomplete Label Distribution Learning.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024
Unlocking the Power of Open Set: A New Perspective for Open-Set Noisy Label Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
IEEE Trans. Neural Networks Learn. Syst., December, 2023
Frontiers Comput. Sci., October, 2023
IEEE Trans. Neural Networks Learn. Syst., August, 2023
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023
Neural Networks, July, 2023
Human Collective Intelligence Inspired Multi-View Representation Learning - Enabling View Communication by Simulating Human Communication Mechanism.
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023
IEEE Trans. Knowl. Data Eng., May, 2023
No Regularization is Needed: An Efficient and Effective Model for Incomplete Label Distribution Learning.
CoRR, 2023
Unlocking the Power of Open Set : A New Perspective for Open-set Noisy Label Learning.
CoRR, 2023
CoRR, 2023
Pushing One Pair of Labels Apart Each Time in Multi-Label Learning: From Single Positive to Full Labels.
CoRR, 2023
CoRR, 2023
Beyond Myopia: Learning from Positive and Unlabeled Data through Holistic Predictive Trends.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
Proceedings of the IEEE International Conference on Data Mining, 2023
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023
Improving Lens Flare Removal with General-Purpose Pipeline and Multiple Light Sources Recovery.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
IEEE Trans. Cybern., 2022
IEEE Trans. Cybern., 2022
Unsupervised Domain Adaptation Through Dynamically Aligning Both the Feature and Label Spaces.
IEEE Trans. Circuits Syst. Video Technol., 2022
Pattern Recognit., 2022
A Concise Yet Effective Model for Non-Aligned Incomplete Multi-View and Missing Multi-Label Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Mach. Learn., 2022
On the learning dynamics of two-layer quadratic neural networks for understanding deep learning.
Frontiers Comput. Sci., 2022
Label Structure Preserving Contrastive Embedding for Multi-Label Learning with Missing Labels.
CoRR, 2022
CoRR, 2022
View-labels Are Indispensable: A Multifacet Complementarity Study of Multi-view Clustering.
CoRR, 2022
Learning Downstream Task by Selectively Capturing Complementary Knowledge from Multiple Self-supervisedly Learning Pretexts.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Reconstruction Enhanced Multi-View Contrastive Learning for Anomaly Detection on Attributed Networks.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
A Novel Splitting Criterion Inspired by Geometric Mean Metric Learning for Decision Tree.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the Web and Big Data - 6th International Joint Conference, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
IEEE Trans. Neural Networks Learn. Syst., 2021
IEEE Trans. Fuzzy Syst., 2021
Expand globally, shrink locally: Discriminant multi-label learning with missing labels.
Pattern Recognit., 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
Frontiers Comput. Sci., 2021
Learning Twofold Heterogeneous Multi-Task by Sharing Similar Convolution Kernel Pairs.
CoRR, 2021
Semi-blind compressed sensing via adaptive dictionary learning and one-pass online extension.
Sci. China Inf. Sci., 2021
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Improving Model Robustness by Adaptively Correcting Perturbation Levels with Active Queries.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
ACM Trans. Intell. Syst. Technol., 2020
IEEE Trans. Cybern., 2020
Growing neural gas with random projection method for high-dimensional data stream clustering.
Soft Comput., 2020
Guided CNN for generalized zero-shot and open-set recognition using visual and semantic prototypes.
Pattern Recognit., 2020
Knowl. Based Syst., 2020
J. Comput. Sci. Technol., 2020
Distribution agnostic Bayesian matching pursuit based on the exponential embedded family.
Neurocomputing, 2020
Neurocomputing, 2020
Frontiers Comput. Sci., 2020
CoRR, 2020
Global Expanding, Local Shrinking: Discriminant Multi-label Learning with Missing Labels.
CoRR, 2020
Unsupervised Domain Adaptation Through Transferring both the Source-Knowledge and Target-Relatedness Simultaneously.
CoRR, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
Pattern Recognit., 2019
Neural Process. Lett., 2019
Mach. Learn., 2019
Visual and Semantic Prototypes-Jointly Guided CNN for Generalized Zero-shot Learning.
CoRR, 2019
Non-stationary Multivariate Time Series Prediction with Selective Recurrent Neural Networks.
Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019
Zeroth-Order Stochastic Alternating Direction Method of Multipliers for Nonconvex Nonsmooth Optimization.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019
Faster Stochastic Alternating Direction Method of Multipliers for Nonconvex Optimization.
Proceedings of the 36th International Conference on Machine Learning, 2019
Proceedings of the 2019 IEEE International Conference on Data Mining, 2019
Faster Gradient-Free Proximal Stochastic Methods for Nonconvex Nonsmooth Optimization.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
IEEE Trans. Neural Networks Learn. Syst., 2018
IEEE Trans. Neural Networks Learn. Syst., 2018
Multi-Label Nonlinear Matrix Completion With Transductive Multi-Task Feature Selection for Joint MGMT and IDH1 Status Prediction of Patient With High-Grade Gliomas.
IEEE Trans. Medical Imaging, 2018
IEEE Trans. Knowl. Data Eng., 2018
Heterogeneous multi-output classification by structured conditional risk minimization.
Pattern Recognit. Lett., 2018
Pattern Recognit., 2018
Joint gender classification and age estimation by nearly orthogonalizing their semantic spaces.
Image Vis. Comput., 2018
Neurocomputing, 2018
Comput. Vis. Image Underst., 2018
CoRR, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of The 10th Asian Conference on Machine Learning, 2018
2017
Pattern Recognit. Lett., 2017
Pattern Recognit., 2017
Cross-heterogeneous-database age estimation through correlation representation learning.
Neurocomputing, 2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Semi-Supervised Multi-View Correlation Feature Learning with Application to Webpage Classification.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017
2016
IEEE Trans. Pattern Anal. Mach. Intell., 2016
Knowl. Based Syst., 2016
Inf. Sci., 2016
Margin distribution explanation on metric learning for nearest neighbor classification.
Neurocomputing, 2016
Spatial regularization in subspace learning for face recognition: implicit vs. explicit.
Neurocomputing, 2016
Neurocomputing, 2016
Generating labeled samples for hyperspectral image classification using correlation of spectral bands.
Frontiers Comput. Sci., 2016
Frontiers Comput. Sci., 2016
CAAI Trans. Intell. Technol., 2016
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016
Proceedings of the 23rd International Conference on Pattern Recognition, 2016
2015
IEEE Trans. Neural Networks Learn. Syst., 2015
IEEE Trans. Neural Networks Learn. Syst., 2015
IEEE Trans. Multim., 2015
Knowl. Based Syst., 2015
Knowl. Based Syst., 2015
Semi-supervised classification learning by discrimination-aware manifold regularization.
Neurocomputing, 2015
Neurocomputing, 2015
Detecting differential expression from RNA-seq data with expression measurement uncertainty.
Frontiers Comput. Sci., 2015
Proceedings of the 14th IAPR International Conference on Machine Vision Applications, 2015
Web Page Classification Based on Uncorrelated Semi-Supervised Intra-View and Inter-View Manifold Discriminant Feature Extraction.
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
2014
Pattern Recognit., 2014
Eyes closeness detection from still images with multi-scale histograms of principal oriented gradients.
Pattern Recognit., 2014
J. Comput. Sci. Technol., 2014
A Comparative Study: Globality versus Locality for Graph Construction in Discriminant Analysis.
J. Appl. Math., 2014
Neurocomputing, 2014
Comparative study among three strategies of incorporating spatial structures to ordinal image regression.
Neurocomputing, 2014
Linear discriminant analysis with worst between-class separation and average within-class compactness.
Frontiers Comput. Sci., 2014
Comput. Vis. Image Underst., 2014
A unified algorithm for mixed $l_{2, p}$ -minimizations and its application in feature selection.
Comput. Optim. Appl., 2014
Label-Alignment-Based Multi-Task Feature Selection for Multimodal Classification of Brain Disease.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2014
2013
IEEE Trans. Neural Networks Learn. Syst., 2013
IEEE Signal Process. Lett., 2013
Pattern Recognit., 2013
Pattern Recognit., 2013
Neural Process. Lett., 2013
Semi-Supervised Multimodal Relevance Vector Regression Improves Cognitive Performance Estimation from Imaging and Biological Biomarkers.
Neuroinformatics, 2013
Knowl. Based Syst., 2013
Multi-view classification with cross-view must-link and cannot-link side information.
Knowl. Based Syst., 2013
Knowl. Inf. Syst., 2013
A comparative study on local binary pattern (LBP) based face recognition: LBP histogram versus LBP image.
Neurocomputing, 2013
Frontiers Comput. Sci., 2013
Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013
2012
Manifold-based canonical correlation analysis for wireless sensor network localization.
Wirel. Commun. Mob. Comput., 2012
IEEE Trans. Neural Networks Learn. Syst., 2012
Pattern Recognit., 2012
Pattern Recognit., 2012
A unified dimensionality reduction framework for semi-paired and semi-supervised multi-view data.
Pattern Recognit., 2012
Neurocomputing, 2012
Can under-exploited structure of original-classes help ECOC-based multi-class classification?
Neurocomputing, 2012
Metric Learning across Heterogeneous Domains by Respectively Aligning Both Priors and Posteriors
CoRR, 2012
Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012
Proceedings of the Intelligent Information Processing VI, 2012
Discriminative indefinite kernel classifier from pairwise constraints and unlabeled data.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
2011
IEEE Trans. Wirel. Commun., 2011
Structural Regularized Support Vector Machine: A Framework for Structural Large Margin Classifier.
IEEE Trans. Neural Networks, 2011
Pattern Recognit., 2011
Pattern Anal. Appl., 2011
SCIHTBB: Sparsity constrained iterative hard thresholding with Barzilai-Borwein step size.
Neurocomputing, 2011
Two-stage nonparametric kernel leaning: From label propagation to kernel propagation.
Neurocomputing, 2011
Expert Syst. Appl., 2011
Expert Syst. Appl., 2011
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2011
Predicting Clinical Scores Using Semi-supervised Multimodal Relevance Vector Regression.
Proceedings of the Machine Learning in Medical Imaging - Second International Workshop, 2011
Proceedings of the 28th International Conference on Machine Learning, 2011
2010
IEEE Trans. Neural Networks, 2010
IEEE Trans. Neural Networks, 2010
IEEE Trans. Neural Networks, 2010
Sparsity preserving discriminant analysis for single training image face recognition.
Pattern Recognit. Lett., 2010
Pattern Recognit., 2010
Pattern Recognit., 2010
A tree-structured framework for purifying "complex" clusters with structural roles of individual data.
Pattern Recognit., 2010
A Novel Regularization Learning for Single-View Patterns: Multi-View Discriminative Regularization.
Neural Process. Lett., 2010
Neural Process. Lett., 2010
Disguised <i>Discrimination</i> of Locality-Based <i>Unsupervised</i> Dimensionality Reduction.
Int. J. Pattern Recognit. Artif. Intell., 2010
Neurocomputing, 2010
An empirical study of two typical locality preserving linear discriminant analysis methods.
Neurocomputing, 2010
Proceedings of the PRICAI 2010: Trends in Artificial Intelligence, 2010
2009
IEEE Trans. Inf. Forensics Secur., 2009
Pattern Recognit., 2009
A Novel Matrix-Pattern-Oriented Ho-Kashyap Classifier with Locally Spatial Smoothness.
Proceedings of the Sixth International Symposium on Neural Networks, 2009
Proceedings of the IJCAI 2009, 2009
Enhanced Pictorial Structures for precise eye localization under incontrolled conditions.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009
Proceedings of the CSIE 2009, 2009 WRI World Congress on Computer Science and Information Engineering, March 31, 2009
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009
Proceedings of the Computer Vision, 2009
2008
Pattern Representation in Feature Extraction and Classifier Design: Matrix Versus Vector.
IEEE Trans. Neural Networks, 2008
IEEE Trans. Image Process., 2008
Pattern Recognit. Lett., 2008
Constraint Score: A new filter method for feature selection with pairwise constraints.
Pattern Recognit., 2008
Pattern Recognit., 2008
Pattern Recognit., 2008
A study on three linear discriminant analysis based methods in small sample size problem.
Pattern Recognit., 2008
IEEE Trans. Pattern Anal. Mach. Intell., 2008
Proceedings of the Advances in Neural Networks, 2008
Proceedings of the Advances in Neural Networks, 2008
Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008
2007
IEEE Trans. Neural Networks, 2007
Pattern Recognit. Lett., 2007
Pattern Recognit., 2007
Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation.
Pattern Recognit., 2007
Neural Process. Lett., 2007
Image Vis. Comput., 2007
Efficient Pseudoinverse Linear Discriminant Analysis and its Nonlinear Form for Face Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2007
Proceedings of the Seventh SIAM International Conference on Data Mining, 2007
Proceedings of the Third International Conference on Natural Computation, 2007
A Novel Approach of Rough Set-Based Attribute Reduction Using Fuzzy Discernibility Matrix.
Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007
Proceedings of the Analysis and Modeling of Faces and Gestures, 2007
2006
Pattern Recognit. Lett., 2006
Pattern Recognit., 2006
Distance-Based Sparse Associative Memory Neural Network Algorithm for Pattern Recognition.
Neural Process. Lett., 2006
Discriminant common vectors versus neighbourhood components analysis and Laplacianfaces: A comparative study in small sample size problem.
Image Vis. Comput., 2006
Recognizing Face or Object from a Single Image: Linear vs. Kernel Methods on 2D Patterns.
Proceedings of the Structural, 2006
Proceedings of the PRICAI 2006: Trends in Artificial Intelligence, 2006
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
Recognizing partially occluded, expression variant faces from single training image per person with SOM and soft k-NN ensemble.
IEEE Trans. Neural Networks, 2005
Pattern Recognit. Lett., 2005
Improving the Robustness of 'Online Agglomerative Clustering Method' Based on Kernel-Induce Distance Measures.
Neural Process. Lett., 2005
Neural Process. Lett., 2005
Discounted least squares-improved circular back-propogation neural networks with applications in time series prediction.
Neural Comput. Appl., 2005
Neurocomputing, 2005
Neurocomputing, 2005
A new face recognition method based on SVD perturbation for single example image per person.
Appl. Math. Comput., 2005
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2005
Proceedings of the Advances in Neural Networks - ISNN 2005, Second International Symposium on Neural Networks, Chongqing, China, May 30, 2005
Weighted SOM-Face: Selecting Local Features for Recognition from Individual Face Image.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2005
Proceedings of the AI 2005: Advances in Artificial Intelligence, 2005
Two-Dimensional Non-negative Matrix Factorization for Face Representation and Recognition.
Proceedings of the Analysis and Modelling of Faces and Gestures, 2005
2004
Robust image segmentation using FCM with spatial constraints based on new kernel-induced distance measure.
IEEE Trans. Syst. Man Cybern. Part B, 2004
Pattern Recognit. Lett., 2004
Pattern Recognit., 2004
A novel kernelized fuzzy C-means algorithm with application in medical image segmentation.
Artif. Intell. Medicine, 2004
Proceedings of the Advances in Neural Networks, 2004
Robust Face Recognition from a Single Training Image per Person with Kernel-Based SOM-Face.
Proceedings of the Advances in Neural Networks, 2004
Proceedings of the Advances in Neural Networks, 2004
Proceedings of the 17th International Conference on Pattern Recognition, 2004
Proceedings of the Neural Information Processing, 11th International Conference, 2004
2003
Neural Process. Lett., 2003
Neural Process. Lett., 2003
A new method based on SOM network to generate coarse meshes for overlapping unstructured multigrid algorithm.
Appl. Math. Comput., 2003