Qiang Shawn Cheng

Neural Comput. Appl., November, 2024

Support Vector Regression-Based Reduced- Reference Perceptual Quality Model for Compressed Point Clouds.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Fine-Grained Essential Tensor Learning for Robust Multi-View Spectral Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

TSCMamba: Mamba Meets Multi-View Learning for Time Series Classification.

[BibT_eX]

[DOI]

CoRR, 2024

MambaTab: A Simple Yet Effective Approach for Handling Tabular Data.

[BibT_eX]

[DOI]

CoRR, 2024

MambaTab: A Plug-and-Play Model for Learning Tabular Data.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Multimedia Information Processing and Retrieval, 2024

Cross-View Diversity Embedded Consensus Learning for Multi-View Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

TimeMachine: A Time Series is Worth 4 Mambas for Long-Term Forecasting.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Fine-Grained Bipartite Concept Factorization for Clustering.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Global and local similarity learning in multi-kernel space for nonnegative matrix factorization.

[BibT_eX]

[DOI]

Knowl. Based Syst., November, 2023

2022

Hyperspectral Image Denoising Using Nonconvex Local Low-Rank and Sparse Separation With Spatial-Spectral Total Variation Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2022

Preserving bilateral view structural information for subspace clustering.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Log-based sparse nonnegative matrix factorization for data representation.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Two-dimensional semi-nonnegative matrix factorization for clustering.

[BibT_eX]

[DOI]

Inf. Sci., 2022

Explainable Censored Learning: Finding Critical Features with Long Term Prognostic Values for Survival Prediction.

[BibT_eX]

[DOI]

CoRR, 2022

Alcohol Intake Differentiates AD and LATE: A Telltale Lifestyle from Two Large-Scale Datasets.

[BibT_eX]

[DOI]

CoRR, 2022

PRIME: Uncovering Circadian Oscillation Patterns and Associations with AD in Untimed Genome-wide Gene Expression across Multiple Brain Regions.

[BibT_eX]

[DOI]

CoRR, 2022

Hyperspectral Image Denoising Using Non-convex Local Low-rank and Sparse Separation with Spatial-Spectral Total Variation Regularization.

[BibT_eX]

[DOI]

CoRR, 2022

Stabilizing and Enhancing Link Prediction through Deepened Graph Auto-Encoders.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Discriminative Ridge Machine: A Classifier for High-Dimensional Data or Imbalanced Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Kernel two-dimensional ridge regression for subspace clustering.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Structured graph learning for clustering and semi-supervised classification.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Learning discriminative representation for image classification.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Nonnegative matrix factorization with local similarity learning.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Deepened Graph Auto-Encoders Help Stabilize and Enhance Link Prediction.

[BibT_eX]

[DOI]

CoRR, 2021

A robust deep learning approach for automatic classification of seizures against non-seizures.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2021

Algorithmic stability and generalization of an unsupervised feature selection algorithm.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Hyperspectral Image Denoising With Log-Based Robust PCA.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Adaptive Weighted Discriminator for Training Generative Adversarial Networks.

[BibT_eX]

[DOI]

Vasily Zadorozhnyy

Qiang Ye

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Fractal Autoencoders for Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Robust principal component analysis: A factorization-based approach with linear complexity.

[BibT_eX]

[DOI]

Inf. Sci., 2020

A Uniformly Stable Algorithm For Unsupervised Feature Selection.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Nonnegative Matrix Factorization with Local Similarity Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Automated Classification of Seizures against Nonseizures: A Deep Learning Approach.

[BibT_eX]

[DOI]

Xinghua Yao

Guo-Qiang Zhang

CoRR, 2019

Discriminative Regression Machine: A Classifier for High-Dimensional Data or Imbalanced Data.

[BibT_eX]

[DOI]

CoRR, 2019

A Novel Independent RNN Approach to Classification of Seizures against Non-seizures.

[BibT_eX]

[DOI]

Xinghua Yao

Guo-Qiang Zhang

CoRR, 2019

Lie Group Auto-Encoder.

[BibT_eX]

[DOI]

Liyu Gong

CoRR, 2019

RES-PCA: A Scalable Approach to Recovering Low-Rank Matrices.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Exploiting Edge Features for Graph Neural Networks.

[BibT_eX]

[DOI]

Liyu Gong

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Integrate and Conquer: Double-Sided Two-Dimensional <i>k</i>-Means Via Integrating of Projection and Manifold Construction.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

A Robust Deep Learning Approach for Automatic Seizure Detection.

[BibT_eX]

[DOI]

CoRR, 2018

Unified Spectral Clustering With Optimal Graph.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Robust Graph Regularized Nonnegative Matrix Factorization for Clustering.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2017

Nonnegative Matrix Factorization with Integrated Graph and Feature Learning.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

A Supervised Learning Model for High-Dimensional and Large-Scale Data.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

Image Projection Ridge Regression for Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2017

Integrating feature and graph learning with low-rank representation.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Kernel-driven similarity learning.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Clustering with Adaptive Manifold Structure Learning.

[BibT_eX]

[DOI]

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Exploiting Nonlinear Relationships for Top-N Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Knowledge, 2017

Subspace Clustering via Variance Regularized Ridge Regression.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Twin Learning for Similarity and Clustering: A Unified Kernel Approach.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Feature Selection Embedded Subspace Clustering.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

Top-N Recommendation with Novel Rank Approximation.

[BibT_eX]

[DOI]

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

A Fast Factorization-Based Approach to Robust PCA.

[BibT_eX]

[DOI]

Proceedings of the IEEE 16th International Conference on Data Mining, 2016

RAP: Scalable RPCA for Low-rank Matrix Recovery.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Top-N Recommendation on Graphs.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Top-N Recommender System via Matrix Completion.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

A Scalable Projective Scaling Algorithm for l<sub>p</sub> Loss With Convex Penalizations.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

Robust Subspace Clustering via Smoothed Rank Approximation.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2015

LogDet Rank Minimization with Application to Subspace Clustering.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2015

Subspace Clustering Using Log-determinant Rank Approximation.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Robust PCA Via Nonconvex Rank Approximation.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Robust Subspace Clustering via Tighter Rank Approximation.

[BibT_eX]

[DOI]

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Confidence and prediction intervals for semiparametric mixed-effect least squares support vector machine.

[BibT_eX]

[DOI]

Jale Tezcan

Pattern Recognit. Lett., 2014

A Minimax Framework for Classification with Applications to Images and High Dimensional Data.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2014

2013

A Multiway Model for Predicting Earthquake Ground Motion.

[BibT_eX]

[DOI]

Proceedings of the 14th ACIS International Conference on Software Engineering, 2013

2011

Real-Time Vector Quantization and Clustering Based on Ordinary Differential Equations.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 2011

The Fisher-Markov Selector: Fast Selecting Maximally Separable Feature Subset for Multiclass Classification with Applications to High-Dimensional Data.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2011

O(N) implicit subspace embedding for unsupervised multi-scale image segmentation.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010

A Sparse Learning Machine for High-Dimensional Data with Application to Microarray Gene Analysis.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2010

Weighted Kernel Density Estimation of the Prepulse Inhibition Test.

[BibT_eX]

[DOI]

Proceedings of the 6th World Congress on Services, 2010

Reparameterization based consistent graph-structured linear programs.

[BibT_eX]

[DOI]

Zhikun She

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Sufficient Conditions for Generating Group Level Sparsity in a Robust Minimax Framework.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

2009

Generalized Embedding of Multiplicative Watermarks.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2009

Sparsity Optimization Method for Multivariate Feature Screening for Gene Expression Analysis.

[BibT_eX]

[DOI]

J. Comput. Biol., 2009

A New Computational Tool for the Post Session Analysis of the Prepulse Inhibition Test in Neural Science.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

Fast Fusion of Medical Images Based on Bayesian Risk Minimization and Pixon Map.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

A Hybrid Computational Approach for the Prediction of Small Non-coding RNAs from Genome Sequences.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

WiFi-Based Telemedicine System: Signal Accuracy and Security.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

2008

A Novel Distributed Sensor Positioning System Using the Dual of Target Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2008

Efficient compression for multiplanar reformulated biomedical images for interactive visualisation.

[BibT_eX]

[DOI]

Int. J. Funct. Informatics Pers. Medicine, 2008

Prediction of Protein Function Using Graph Container and Message Passing.

[BibT_eX]

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2008

2007

An Efficient Compression Method for Multiplanar Reformulated Biomedical Images.

[BibT_eX]

[DOI]

Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007

2006

Landscape-3D; A Robust Localization Scheme for Sensor Networks over Complex 3D Terrains.

[BibT_eX]

[DOI]

Liqiang Zhang

Xiaobo Zhou

Proceedings of the LCN 2006, 2006

2005

Landscape: a high performance distributed positioning scheme for outdoor sensor networks.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Wireless And Mobile Computing, 2005

Using Covert Channel to Resist DoS attacks in WLAN.

[BibT_eX]

Huyu Qu

Ece Yaprak

Proceedings of the 2005 International Conference on Wireless Networks, 2005

SNR Analysis for Phased-Array MRI.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Performance analysis and error exponents of asymmetric watermarking systems.

[BibT_eX]

[DOI]

Signal Process., 2004

MV-MAP: Multiresolution Video Visualization and Summarization on MAPs.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Pattern Recognition, 2004

Unconfined mobile Bluetooth nursing and daily data collection.

[BibT_eX]

[DOI]

Xuanwen Luo

Proceedings of the 1st IEEE Consumer Communications and Networking Conference, 2004

2003

Robust optimum detection of transform domain multiplicative watermarks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2003

Maximizing efficacy for efficient watermarking systems.

[BibT_eX]

[DOI]

Proceedings of the 2003 International Conference on Image Processing, 2003

How to design efficient watermarks?

[BibT_eX]

[DOI]

Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

2002

Multimedia Watermarking

[BibT_eX]

[DOI]

PhD thesis, 2002

Framework for digital video watermarking with dual watermarks.

[BibT_eX]

Ruoyu Roy Wang

Proceedings of the Visual Communications and Image Processing 2002, 2002

Optimum detection and decoding of multiplicative watermarks in DFT domain.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2002

2001

An additive approach to transform-domain information hiding and optimum detection structure.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2001

An image watermarking technique using pyramid transform.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM International Conference on Multimedia 2001, Ottawa, Ontario, Canada, September 30, 2001

Combined Audio And Videowatermarking Using Mel-Frequency Cepstra.

[BibT_eX]

[DOI]

Hao Pan

Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Optimum Detection of Multiplicative Watermarks using Locally Optimum Decision Rule.

[BibT_eX]

[DOI]

Proceedings of the 2001 IEEE International Conference on Multimedia and Expo, 2001

Optimum detection of robust perceptual-model-based image-adaptive watermarks.

[BibT_eX]

[DOI]

Proceedings of the 2001 International Conference on Image Processing, 2001

Spread spectrum signaling for speech watermarking.

[BibT_eX]

[DOI]

Jeffrey Sorensen

Proceedings of the IEEE International Conference on Acoustics, 2001

2000

Identify Regions of Interest(ROI) for video watermark embedment with Principle Component Analysis.

[BibT_eX]

[DOI]

Roy Wang

Proceedings of the 8th ACM International Conference on Multimedia 2000, Los Angeles, CA, USA, October 30, 2000

Blind Digital Watermarking for Images and Videos and Performance Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2000 IEEE International Conference on Multimedia and Expo, 2000

A DCT-Domain Blind Watermarking System Using Optimum Detection on Laplacian Model.

[BibT_eX]

[DOI]