The dynamics of a non-linear discrete oscillator. - Jingtang Wu; Yongyi Yang (Int. J. Circuit Theory Appl., 1990)

Iterative projection algorithms for removing the blocking artifacts of block-DCT compressed images. - Yongyi Yang; Nikolas P. Galatsanos; Aggelos K. Katsaggelos (ICASSP (5), 1993)

Regularized reconstruction to remove blocking artifacts from block discrete cosine transform compressed images. - Yongyi Yang; Nikolas P. Galatsanos; Aggelos K. Katsaggelos (VCIP, 1993)

Regularized reconstruction to reduce blocking artifacts of block discrete cosine transform compressed images. - Yongyi Yang; Nikolas P. Galatsanos; Aggelos K. Katsaggelos (IEEE Trans. Circuits Syst. Video Technol., 1993)

Edge-Preserving Reconstruction of Compressed Images Using Projections and a Divide-and-Conquer Strategy. - Yongyi Yang; Nikolas P. Galatsanos (ICIP (2), 1994)

Gradient-Projection Blind Deconvolution. - Yongyi Yang; Henry Stark; Nikolas P. Galatsanos (ICIP (3), 1994)

Projection-based spatially adaptive reconstruction of block-transform compressed images. - Yongyi Yang; Nikolas P. Galatsanos; Aggelos K. Katsaggelos (IEEE Trans. Image Process., 1995)

Regularized Multichannel Recovery of Compressed Video. - Mungi Choi; Yongyi Yang; Nikolas P. Galatsanos (ICIP (1), 1997)

Removal of compression artifacts using projections onto convex sets and line process modeling. - Yongyi Yang; Nikolas P. Galatsanos (IEEE Trans. Image Process., 1997)

New Results on Multichannel Regularized Recovery of Compressed Video. - Yongyi Yang; Mungi Choi; Nikolas P. Galatsanos (ICIP (1), 1998)

Image Retrieval Based on Similarity Learning. - Issam El-Naqa; Miles N. Wernick; Yongyi Yang; Nikolas P. Galatsanos (ICIP, 2000)

A New Approach for Image-Content Adaptive Mesh Generation. - Jongmin Lee; Yongyi Yang; Miles N. Wernick (ICIP, 2000)

Allpass filter design using projection-based method under group delay constraints. - Khalil C. Haddad; Yongyi Yang; Nikolas P. Galatsanos; Henry Stark (ICASSP, 2001)

Tomographic image reconstruction using content-adaptive mesh modeling. - Jovan G. Brankov; Yongyi Yang; Miles N. Wernick (ICIP (1), 2001)

A fast algorithm for accurate content-adaptive mesh generation. - Jovan G. Brankov; Yongyi Yang; Miles N. Wernick (ICIP (3), 2001)

Similarity based clustering using the expectation maximization algorithm. - Jovan G. Brankov; Yongyi Yang; Nikolas P. Galatsanos; Miles N. Wernick (ICIP (1), 2002)

Content-adaptive mesh modeling for fully-3D tomographic image reconstruction. - Jovan G. Brankov; Yongyi Yang; Miles N. Wernick (ICIP (2), 2002)

Content-adaptive 3D mesh modeling for representation of volumetric images. - Jovan G. Brankov; Yongyi Yang; Miles N. Wernick (ICIP (3), 2002)

Geometric robust watermarking based on a new mesh model correction approach. - Ping Dong; Jovan G. Brankov; Nikolas P. Galatsanos; Yongyi Yang (ICIP (3), 2002)

Content-based image retrieval for digital mammography. - Issam El-Naqa; Yongyi Yang; Miles N. Wernick; Nikolas P. Galatsanos (ICIP (3), 2002)

A support vector machine approach for detection of microcalcifications in mammograms. - Issam El-Naqa; Yongyi Yang; Miles N. Wernick; Nikolas P. Galatsanos; Robert M. Nishikawa (ICIP (2), 2002)

A reversible jump Markov chain Monte Carlo algorithm for analysis of functional neuroimages. - Ana S. Lukic; Miles N. Wernick; Nikolas P. Galatsanos; Yongyi Yang; Stephen C. Strother (ICIP (3), 2002)

Multi-modality tomographic image reconstruction using mesh modeling. - Jovan G. Brankov; Yongyi Yang; Richard M. Leahy; Miles N. Wernick (ISBI, 2002)

Support vector machine learning for detection of microcalcifications in mammograms. - Issam El-Naqa; Yongyi Yang; Miles N. Wernick; Nikolas P. Galatsanos; Robert M. Nishikawa (ISBI, 2002)

Preliminary investigation of a multiple-image radiography method. - Miles N. Wernick; Oliver Wirjadi; Dean Chapman; Oral Oltulu; Zhong Zhong; Yongyi Yang (ISBI, 2002)

A Support Vector Machine Approach for Detection of Microcalcifications. - Issam El-Naqa; Yongyi Yang; Miles N. Wernick; Nikolas P. Galatsanos; Robert M. Nishikawa (IEEE Trans. Medical Imaging, 2002)

Content-adaptive mesh modeling for image restoration. - Yongyi Yang; Jovan G. Brankov; Nikolas P. Galatsanos (Computational Imaging, 2003)

Image restoration using content-adaptive mesh modeling. - Jovan G. Brankov; Yongyi Yang; Nikolas P. Galatsanos (ICIP (2), 2003)

Accurate mesh representation of vector-valued (color) images. - Jovan G. Brankov; Yongyi Yang; Miles N. Wernick (ICIP (1), 2003)

Relevance feedback based on incremental learning for mammogram retrieval. - Issam El-Naqa; Yongyi Yang; Nikolas P. Galatsanos; Miles N. Wernick (ICIP (1), 2003)

Motion-compensated reconstruction of tomographic image sequences. - Erwan Gravier; Yongyi Yang (ICIP (2), 2003)

A fast approach for accurate content-adaptive mesh generation. - Yongyi Yang; Miles N. Wernick; Jovan G. Brankov (IEEE Trans. Image Process., 2003)

Reconstruction of image sequences using motion compensation. - Yongyi Yang; Erwan Gravier (Computational Imaging, 2004)

Least-squares mesh model for image compressioni. - Iciar Alvarez-Cascos; Yongyi Yang (ICIP, 2004)

Mammogram Retrieval Based On Incremental Learning. - Issam El-Naqa; Yongyi Yang; Nikolas P. Galatsanos; Miles N. Wernick (ISBI, 2004)

Reversible Jump Markov Chain Monte Carlo Signal Detection In Functional Neuroimaging Analysis. - Ana S. Lukic; Miles N. Wernick; Yongyi Yang; Nikolas P. Galatsanos; Stephen C. Strother (ISBI, 2004)

Tomographic image reconstruction based on a content-adaptive mesh model. - Jovan G. Brankov; Yongyi Yang; Miles N. Wernick (IEEE Trans. Medical Imaging, 2004)

A similarity learning approach to content-based image retrieval: application to digital mammography. - Issam El-Naqa; Yongyi Yang; Nikolas P. Galatsanos; Robert M. Nishikawa; Miles N. Wernick (IEEE Trans. Medical Imaging, 2004)

Motion-compensated fully 4D reconstruction of gated cardiac sequences. - Erwan Gravier; Yongyi Yang (Computational Imaging, 2005)

Reconstruction of cardiac-gated dynamic SPECT images. - Mingwu Jin; Yongyi Yang; Miles N. Wernick (ICIP (3), 2005)

Relevance vector machine learning for detection of microcalcifications in mammograms. - Liyang Wei; Yongyi Yang; Robert M. Nishikawa (ICIP (1), 2005)

A relevance vector machine technique for the automatic detection of clustered microcalcifications (Honorable Mention Poster Award). - Liyang Wei; Yongyi Yang; Robert M. Nishikawa (Image Processing, 2005)

A study of several CAD methods for classification of clustered microcalcifications. - Liyang Wei; Yongyi Yang; Robert M. Nishikawa; Yulei Jiang (Image Processing, 2005)

Digital watermarking robust to geometric distortions. - Ping Dong; Jovan G. Brankov; Nikolas P. Galatsanos; Yongyi Yang; Franck Davoine (IEEE Trans. Image Process., 2005)

A study on several Machine-learning methods for classification of Malignant and benign clustered microcalcifications. - Liyang Wei; Yongyi Yang; Robert M. Nishikawa; Yulei Jiang (IEEE Trans. Medical Imaging, 2005)

Relevance vector machine for automatic detection of clustered microcalcifications. - Liyang Wei; Yongyi Yang; Robert M. Nishikawa; Miles N. Wernick; Alexandra Edwards (IEEE Trans. Medical Imaging, 2005)

Progress in multiple-image radiography. - Miles N. Wernick; Jovan G. Brankov; Dean Chapman; Yongyi Yang; Gocha Khelashvili; Mark A. Anastasio; Zhong Zhong; Christopher Parham; Jun Li; Carol Muehleman (Computational Imaging, 2006)

Machine learning of human responses to images. - Miles N. Wernick; Yongyi Yang; Jovan G. Brankov; Liyang Wei; Nikolas P. Galatsanos; Issam El-Naqa (Computational Imaging, 2006)

Mammogram Retrieval by Similarity Learning from Experts. - Liyang Wei; Yongyi Yang; Robert M. Nishikawa; Miles N. Wernick (ICIP, 2006)

Motion-compensated dynamic image reconstruction for gated cardiac SPECT. - Mingwu Jin; Yongyi Yang; Miles N. Wernick; Michael A. King (ISBI, 2006)

Regularized reconstruction of dynamic gated cardiac SPECT images. - Mingwu Jin; Yongyi Yang (Computational Imaging, 2007)

Dynamic Image Reconstruction using Temporally Adaptive Regularization for Emission Tomography. - Mingwu Jin; Yongyi Yang; Miles N. Wernick (ICIP (4), 2007)

Additive Watermark Detectors Based on a New Hierarchical Spatially Adaptive Image Model. - Antonis Mairgiotis; Nikolas P. Galatsanos; Yongyi Yang (ICIP (5), 2007)

Four-Dimensional Reconstruction of Gated Cardiac Spect with Attenuation and Scatter Compensation. - Mingwu Jin; Yongyi Yang; Jovan G. Brankov; Miles N. Wernick; Bing Feng; Michael A. King (ISBI, 2007)

Retrieval-Driven Microcalcification Classification for Breast Cancer Diagnosis. - Liyang Wei; Yongyi Yang; Robert M. Nishikawa (ISBI, 2007)

Adaptive Regularization Using B-Splines for Gated Dynamic Cardiac Spect. - Yongyi Yang; Mingwu Jin (ISBI, 2007)

New Detectors for Watermarks with Unknown Power Based on Student-t Image Priors. - Antonis Mairgiotis; Giannis K. Chantas; Nikolaos Galatsanos; Konstantinos Blekas; Yongyi Yang (MMSP, 2007)

Tomographic Reconstruction of Dynamic Cardiac Image Sequences. - Erwan Gravier; Yongyi Yang; Mingwu Jin (IEEE Trans. Image Process., 2007)

Bayesian Kernel Methods for Analysis of Functional Neuroimages. - Ana S. Lukic; Miles N. Wernick; Dimitris Tzikas; Xu Chen; Aristidis Likas; Nikolas P. Galatsanos; Yongyi Yang; E. Zhao; Stephen C. Strother (IEEE Trans. Medical Imaging, 2007)

Effect of Spatial Alignment Transformations in PCA and ICA of Functional Neuroimages. - Ana S. Lukic; Miles N. Wernick; Yongyi Yang; Lars Kai Hansen; Konstantinos Arfanakis; Stephen C. Strother (IEEE Trans. Medical Imaging, 2007)

Spatio-temporal MAP reconstruction of gated cardiac images using DFT basis functions. - Xiaofeng Niu; Yongyi Yang (ACSCC, 2008)

Session TA2b: Functional imaging and analysis. - Yongyi Yang (ACSCC, 2008)

Progress in mesh based spatio-temporal reconstruction. - Jovan G. Brankov; Ricard Delgado-Gonzalo; Yongyi Yang; Mingwu Jin; Miles N. Wernick (Computational Imaging, 2008)

Optical flow estimation for a periodic images sequence. - Ling Li; Yongyi Yang (ICIP, 2008)

4D reconstruction of cardiac images using temporal fourier basis functions. - Xiaofeng Niu; Yongyi Yang; Miles N. Wernick (ICIP, 2008)

Coronary artery extraction and analysis for detection of soft plaques in MDCT images. - Félix Renard; Yongyi Yang (ICIP, 2008)

4D reconstruction of gated cardiac SPECT using fourier harmonics. - Xiaofeng Niu; Yongyi Yang (ICME, 2008)

4D reconstruction for gated cardiac SPECT using Fourier basis functions. - Xiaofeng Niu; Yongyi Yang (ISBI, 2008)

Image analysis for detection of coronary artery soft plaques in MDCT images. - Félix Renard; Yongyi Yang (ISBI, 2008)

New Additive Watermark Detectors Based On A Hierarchical Spatially Adaptive Image Model. - Antonis Mairgiotis; Nikolas P. Galatsanos; Yongyi Yang (IEEE Trans. Inf. Forensics Secur., 2008)

Spatial distribution modeling for detection of clustered microcalcifications. - Hao Jing; Yongyi Yang (ICIP, 2009)

Cardiac perfusion defect detection using gated dynamic SPECT imaging. - Xiaofeng Niu; Yongyi Yang; Miles N. Wernick (ICIP, 2009)

Detection of Clustered Microcalcifications Using Spatial Point Process Modeling. - Hao Jing; Yongyi Yang (ISBI, 2009)

A Periodic Optical Flow Model for Cardiac Gated Images. - Ling Li; Xiaofeng Niu; Yongyi Yang (ISBI, 2009)

Detectability of Perfusion Defect in Gated Dynamic Cardiac Spect Images. - Xiaofeng Niu; Yongyi Yang; Miles N. Wernick (ISBI, 2009)

Motion-compensated post-processing of gated cardiac SPECT images using a deformable mesh model. - Thibault Marin; Miles N. Wernick; Yongyi Yang; Jovan G. Brankov (Image Processing, 2009)

Introduction to the Issue on Digital Image Processing Techniques for Oncology. - Jinshan Tang; Rangaraj M. Rangayyan; Jianhua Yao 001; Yongyi Yang (IEEE J. Sel. Top. Signal Process., 2009)

Learning of Perceptual Similarity From Expert Readers for Mammogram Retrieval. - Liyang Wei; Yongyi Yang; Miles N. Wernick; Robert M. Nishikawa (IEEE J. Sel. Top. Signal Process., 2009)

Digital image processing and pattern recognition techniques for the detection of cancer. - Jinshan Tang; Rangaraj M. Rangayyan; Jianhua Yao 001; Yongyi Yang (Pattern Recognit., 2009)

Microcalcification classification assisted by content-based image retrieval for breast cancer diagnosis. - Liyang Wei; Yongyi Yang; Robert M. Nishikawa (Pattern Recognit., 2009)

Computer-Aided Detection and Diagnosis of Breast Cancer With Mammography: Recent Advances. - Jinshan Tang; Rangaraj M. Rangayyan; Jun Xu 005; Issam El-Naqa; Yongyi Yang (IEEE Trans. Inf. Technol. Biomed., 2009)

Learning a Channelized Observer for Image Quality Assessment. - Jovan G. Brankov; Yongyi Yang; Liyang Wei; Issam El-Naqa; Miles N. Wernick (IEEE Trans. Medical Imaging, 2009)

Prostate Cancer Segmentation With Simultaneous Estimation of Markov Random Field Parameters and Class. - Xin Liu; Deanna L. Langer; Masoom A. Haider; Yongyi Yang; Miles N. Wernick; Imam Samil Yetik (IEEE Trans. Medical Imaging, 2009)

Numerical observer for cardiac motion assessment. - Jovan G. Brankov; Thibault Marin; P. Hendrik Pretorius; Yongyi Yang; Miles N. Wernick (Computational Imaging, 2010)

Case-adaptive classification based on image retrieval for computer-aided diagnosis. - Hao Jing; Yongyi Yang (ICIP, 2010)

Gated dynamic image reconstruction using temporal B-splines. - Xiaofeng Niu; Yongyi Yang; Mingwu Jin; Miles N. Wernick (ICIP, 2010)

Motion-compensated reconstruction of gated cardiac SPECT images using a deformable mesh model. - Thibault Marin; Miles N. Wernick; Yongyi Yang; Jovan G. Brankov (ISBI, 2010)

Fully 5D reconstruction of gated dynamic cardiac spect images using temporal B-splines. - Xiaofeng Niu; Yongyi Yang; Mingwu Jin (ISBI, 2010)

4D reconstruction of cardiac gated SPECT images using a content-adaptive deformable mesh model. - Thibault Marin; Miles N. Wernick; Yongyi Yang; Jovan G. Brankov (Image Processing, 2010)

Machine Learning in Medical Imaging. - Miles N. Wernick; Yongyi Yang; Jovan G. Brankov; Grigori Yourganov; Stephen C. Strother (IEEE Signal Process. Mag., 2010)

Prostate Cancer Localization With Multispectral MRI Using Cost-Sensitive Support Vector Machines and Conditional Random Fields. - Yusuf Artan; Masoom A. Haider; Deanna L. Langer; Theodorus H. van der Kwast; Andrew J. Evans; Yongyi Yang; Miles N. Wernick; John Trachtenberg; Imam Samil Yetik (IEEE Trans. Image Process., 2010)

Optical Flow Estimation for a Periodic Image Sequence. - Ling Li 006; Yongyi Yang (IEEE Trans. Image Process., 2010)

Direct reconstruction of parametric images from cardiac gated dynamic spect data. - Xiaofeng Niu; Yongyi Yang; Miles N. Wernick (ICIP, 2011)

Effects of piecewise smoothing on cardiac SPECT reconstruction. - Wenyuan Qi; Xiaofeng Niu; Yongyi Yang (ICIP, 2011)

Total-variation regularized motion estimation in a periodic image sequence. - Wenyuan Qi; Xiaofeng Niu; Yongyi Yang (ICIP, 2011)

Textural feature comparison between FFDM and film mammograms. - Hao Jing; Yongyi Yang; Laura Yarusso; Robert M. Nishikawa (ISBI, 2011)

Direct parametric reconstruction of gated dynamic cardiac spect. - Xiaofeng Niu; Yongyi Yang; Miles N. Wernick (ISBI, 2011)

Temporal regularization in fully 5D reconstruction of cardiac gated dynamic SPECT images. - Xiaofeng Niu; Yongyi Yang; Miles N. Wernick (ISBI, 2011)

An improved periodic optical flow model for cardiac gated image reconstruction. - Wenyuan Qi; Xiaofeng Niu; Yongyi Yang (ISBI, 2011)

A comparison study of textural features between FFDM and film mammogram images. - Hao Jing; Yongyi Yang; Miles N. Wernick; Laura M. Yarusso; Robert M. Nishikawa (Computer-Aided Diagnosis, 2011)

DWT-based additive image watermarking using the Student-t prior. - Antonis Mairgiotis; Yongyi Yang; Lisimachos P. Kondi (WIFS, 2011)

Tomographic Reconstruction of Gated Data Acquisition Using DFT Basis Functions. - Xiaofeng Niu; Yongyi Yang (IEEE Trans. Image Process., 2011)

Regularized adaptive classification based on image retrieval for clustered microcalcifications. - Hao Jing; Yongyi Yang (ICIP, 2012)

Gated cardiac SPECT using different motion models. - Wenyuan Qi; Xiaofeng Niu; Yongyi Yang (ICIP, 2012)

Improving SVM classifier with prior knowledge in microcalcification detection1. - Yan Yang; Juan Wang 007; Yongyi Yang (ICIP, 2012)

Utility of 4D reconstruction for low-dose cardiac gated SPECT. - Mingwu Jin; Xiaofeng Niu; Wenyuan Qi; Yongyi Yang; Miles N. Wernick; Michael A. King (ISBI, 2012)

Effects of motion estimation methods on 4D gated cardiac SPECT reconstruction. - Wenyuan Qi; Xiaofeng Niu; Yongyi Yang (ISBI, 2012)

Exploiting rotation invariance with SVM classifier for microcalcification detection. - Yan Yang; Juan Wang 007; Yongyi Yang (ISBI, 2012)

Optical flow estimation in gated cardiac SPECT. - Wenyuan Qi; Xiaofeng Niu; Yongyi Yang (SSIAI, 2012)

Adaptive kernel learning for detection of clustered microcalcifications in mammograms. - Chang Yao; Yongyi Yang; Houjin Chen; Tao Jing; Xiaoli Hao; Hongjun Bi (SSIAI, 2012)

Regularization in Retrieval-Driven Classification of Clustered Microcalcifications for Breast Cancer. - Hao Jing; Yongyi Yang; Robert M. Nishikawa (Int. J. Biomed. Imaging, 2012)

Locally optimum detection for additive watermarking in the DCT and DWT domains through non-Gaussian distributions. - Antonis Mairgiotis; Lisimachos P. Kondi; Yongyi Yang (DSP, 2013)

4D reconstruction for dual cardiac-respiratory gated SPECT. - Wenyuan Qi; Yongyi Yang; Miles N. Wernick; Michael A. King (ICIP, 2013)

Reduction of false positive detection in clustered microcalcifications. - Juan Wang 007; Yongyi Yang; Robert M. Nishikawa (ICIP, 2013)

Spatial density modeling for discirminating between benign and malignant microcalcification lesions. - Juan Wang 007; Yongyi Yang (ISBI, 2013)

Pectoral muscle segmentation in mammograms based on homogenous texture and intensity deviation. - Yanfeng Li 001; Houjin Chen; Yongyi Yang; Na Yang (Pattern Recognit., 2013)

Reconstruction with angular compensation in respiratory-gated cardiac SPECT. - Wenyuan Qi; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2014)

Adaboost with dummy-variable modeling for reduction of false positives in detection of clustered microcalcifications. - Juan Wang 007; Yongyi Yang (ICIP, 2014)

Compensating for limited-angle effect in respiratory-gated cardiac SPECT. - Wenyuan Qi; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2014)

Exploring perceptually similar cases with multi-dimensional scaling. - Juan Wang 007; Yongyi Yang; Miles N. Wernick; Robert M. Nishikawa (Computer-Aided Diagnosis, 2014)

Ordered spatial subsets for faster reconstruction in spect. - Wenyuan Qi; Yongyi Yang (SSIAI, 2014)

Improving uniformity in detection performance of clustered microcalcifications in mammograms. - Maria V. Sainz de Cea; Yongyi Yang (ICIP, 2015)

4D non-local means post-filtering for cardiac gated SPECT. - Chao Song; Yongyi Yang; Wenyuan Qi; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2015)

Feature saliency analysis for perceptual similarity of clustered microcalcifications. - Juan Wang 007; Yongyi Yang (ICIP, 2015)

Case-adaptive decision rule for detection of clustered microcalcifications in mammograms. - Maria V. Sainz de Cea; Yongyi Yang (ISBI, 2015)

Compensation of acquisition variations in respiratory-gated SPECT with joint statistical reconstruction. - Wenyuan Qi; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2015)

A bilateral analysis scheme for false positive reduction in mammogram mass detection. - Yanfeng Li 001; Houjin Chen; Yongyi Yang; Lin Cheng; Lin Cao (Comput. Biol. Medicine, 2015)

Boosted classification of breast cancer by retrieval of cases having similar disease likelihood. - Juan Wang 007; Yongyi Yang (ICASSP, 2016)

Case-based decision strategy using outlier probability in detection of microcalcifications in mammographic lesions. - Maria V. Sainz de Cea; Yongyi Yang (ICIP, 2016)

Joint motion correction and image reconstruction in respiratory-gated SPECT. - Chao Song; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2016)

Quantitative study of image features of clustered microcalcifications in for-presentation mammograms. - Juan Wang 007; Yongyi Yang; Robert M. Nishikawa (ICIP, 2016)

Optimizing motion correction in reconstruction of respiratory-gated spect. - Chao Song; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2016)

An image-retrieval aided diagnosis system for clustered microcalcifications. - Juan Wang 007; Yongyi Yang; Miles N. Wernick; Robert M. Nishikawa (ISBI, 2016)

Point process modeling for determining detection accuracy of mammographic microcalcifications. - Maria V. Sainz de Cea; Yongyi Yang (ICIP, 2017)

Dct/dwt blind multiplicative watermarking through student-t distribution. - Antonis Mairgiotis; Lisimachos P. Kondi; Yongyi Yang (ICIP, 2017)

Reconstruction of respiratory-binned cardiac spect using a robust smoothing prior. - Chao Song; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2017)

Estimating the level of false positives in detection of microcalcifications in mammogram images. - Maria V. Sainz de Cea; Yongyi Yang (ISBI, 2017)

4D reconstruction of cardiac SPECT using a robust spatialtemporal prior. - Chao Song; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2017)

Estimating the Accuracy Level Among Individual Detections in Clustered Microcalcifications. - Maria V. Sainz de Cea; Robert M. Nishikawa; Yongyi Yang (IEEE Trans. Medical Imaging, 2017)

4-D Reconstruction With Respiratory Correction for Gated Myocardial Perfusion SPECT. - Wenyuan Qi; Yongyi Yang; Chao Song; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (IEEE Trans. Medical Imaging, 2017)

Context-Sensitive Deep Learning for Detection of Clustered Micro Calcifications in Mammograms. - Juan Wang 007; Yongyi Yang (ICASSP, 2018)

Weak Signal Watermark Detection Through Rao-T Hypothesis and Lightweight Detection. - Antonis Mairgiotis; Lisimachos P. Kondi; Yongyi Yang (ICIP, 2018)

Effect of Respiratory Motion Correction in Perfusion Spect Imaging. - Chao Song; Yongyi Yang; Albert J. Ramon; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2018)

Reducing the effect of false positives in classification of detected clustered microcalcifications. - Maria V. Sainz de Cea; Yongyi Yang; Robert M. Nishikawa (ISBI, 2018)

Improving perfusion defect detection with respiratory motion compensation in cardiac SPECT. - Chao Song; Yongyi Yang; Albert J. Ramon; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2018)

A context-sensitive deep learning approach for microcalcification detection in mammograms. - Juan Wang 002; Yongyi Yang (Pattern Recognit., 2018)

A Hierarchical Learning Approach for Detection of Clustered Microcalcifications in Mammograms. - Juan Wang 007; Yongyi Yang (ICIP, 2019)

Approximate 4D Reconstruction of Cardiac-Gated Spect Images Using a Residual Convolutional Neural Network. - Chao Song; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2019)

Limiting Level of False-Positive Detections in Classification of Microcalcification Clusters in Mammograms. - María V. Sainz de Cea; Robert M. Nishikawa; Yongyi Yang (ISBI, 2019)

Low-Dose Cardiac-Gated Spect Studies Using a Residual Convolutional Neural Network. - Chao Song; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2019)

A Simplified Cohen's Kappa for Use in Binary Classification Data Annotation Tasks. - Juan Wang 002; Yongyi Yang; Bin Xia 006 (IEEE Access, 2019)

Personalized Models for Injected Activity Levels in SPECT Myocardial Perfusion Imaging. - Albert Juan Ramon; Yongyi Yang; P. Hendrik Pretorius; Karen L. Johnson; Michael A. King; Miles N. Wernick (IEEE Trans. Medical Imaging, 2019)

Deep Learning Features for Modeling Perceptual Similarity in Microcalcification Lesion Retrieval. - Juan Wang 007; Liang Lei; Yongyi Yang (ISBI, 2020)

Low-Dose Cardiac-Gated Spect Via a Spatiotemporal Convolutional Neural Network. - Chao Song; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2020)

Relation of the Relations: A New Paradigm of the Relation Extraction Problem. - Zhijing Jin 001; Yongyi Yang; Xipeng Qiu; Zheng Zhang 001 (CoRR, 2020)

Improving Diagnostic Accuracy in Low-Dose SPECT Myocardial Perfusion Imaging With Convolutional Denoising Networks. - Albert Juan Ramon; Yongyi Yang; P. Hendrik Pretorius; Karen L. Johnson; Michael A. King; Miles N. Wernick (IEEE Trans. Medical Imaging, 2020)

A Regularized Approach For Respiratory Motion Estimation From Short-Time Projection Data Frames In Emission Tomography. - Andoni I. Garmendia; Yongyi Yang; Chao Song; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2021)

Accounting For Inter-Subject Variations in Deep Learning for Reduced-Dose Studies in Cardiac SPECT. - Junchi Liu; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2021)

Graph Neural Networks Inspired by Classical Iterative Algorithms. - Yongyi Yang; Tang Liu; Yangkun Wang; Jinjing Zhou; Quan Gan; Zhewei Wei; Zheng Zhang 001; Zengfeng Huang; David Wipf (ICML, 2021)

Deep Learning Features for Discriminating Between Benign and Malignant Microcalcification Lesions. - Juan Wang; Liang Lei; Yongyi Yang (Image Processing: Algorithms and Systems, 2021)

Data-Driven Approach For Respiratory Motion Correction In Cardiac Spect Data. - Andoni I. Garmendia; Yongyi Yang; Chao Song; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2021)

Improving Diagnostic Accuracy Of Reduced-Dose Studies With Full-Dose Noise-To-Noise Learning In Cardiac Spect. - Junchi Liu; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2021)

Implicit vs Unfolded Graph Neural Networks. - Yongyi Yang; Yangkun Wang; Zengfeng Huang; David Wipf (CoRR, 2021)

A Low-Cost Multi-Failure Resilient Replication Scheme for High-Data Availability in Cloud Storage. - Jinwei Liu; Haiying Shen; Hongmei Chi; Husnu S. Narman; Yongyi Yang; Long Cheng 003; Wingyan Chung (IEEE/ACM Trans. Netw., 2021)

Statistical Maximum Flow Guarantee for Evolving Wireless Backscatter Networks. - Yongyi Yang; Guolin Chen; Kai Xie; Xiaoxia Huang (GLOBECOM, 2022)

Dose-Blind Denoising With Deep Learning in Cardiac Spect. - Junchi Liu; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2022)

A Study of Deep Learning Networks for Motion Compensation in Cardiac Gated Spect Images. - Xirang Zhang; Álvaro Belloso; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ICIP, 2022)

Why Propagate Alone? Parallel Use of Labels and Features on Graphs. - Yangkun Wang; Jiarui Jin; Weinan Zhang 001; Yongyi Yang; Jiuhai Chen; Quan Gan; Yong Yu 001; Zheng Zhang 001; Zengfeng Huang; David Wipf (ICLR, 2022)

A Feasibility Study of Motion Compensation for Cardiac Gated Spect Images Using a Cascaded Network. - Álvaro Belloso; Xirang Zhang; Yongyi Yang; Miles N. Wernick; P. Hendrik Pretorius; Michael A. King (ISBI, 2022)

Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks. - Hongjoon Ahn; Yongyi Yang; Quan Gan; Taesup Moon; David P. Wipf (NeurIPS, 2022)

Transformers from an Optimization Perspective. - Yongyi Yang; Zengfeng Huang; David P. Wipf (NeurIPS, 2022)

Exploring Anatomical Similarity in Cardiac-Gated Spect Images for A Deep Learning Network. - Xirang Zhang; Yongyi Yang; P. Hendrik Pretorius; Michael A. King (ICIP, 2023)

Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations. - Yongyi Yang; Jacob Steinhardt; Wei Hu (ICML, 2023)

Assessment of Deep-Learning Based Motion Compensation on Detection of Perfusion Defects in Cardiac-Gated SPECT Images. - Xirang Zhang; Yongyi Yang; P. Hendrik Pretorius; Michael A. King (ISBI, 2023)

Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity. - Zhanpeng Zhou; Yongyi Yang; Xiaojiang Yang; Junchi Yan; Wei Hu (NeurIPS, 2023)

End-to-End Autonomous Driving Decision-Making Solution Based on Pri-TD3. - Tao Xu; Qiang Wang; Yongyi Yang; Jiaxu Meng; Yindong Wang (RICAI, 2023)

Temporal Regularization for Robust Motion Compensation in Reduced Dose Cardiac-Gated Spect Images. - Xirang Zhang; Yongyi Yang; Jovan G. Brankov; P. Hendrik Pretorius; Michael A. King (ICIP, 2024)

Improving Temporal Resolution in Clinical Cardiac-gated SPECT Studies via Surrogate Training in Deep Learning Denoising. - Xirang Zhang; Yongyi Yang; Jovan G. Brankov; P. Hendrik Pretorius; Michael A. King (ISBI, 2024)

HERTA: A High-Efficiency and Rigorous Training Algorithm for Unfolded Graph Neural Networks. - Yongyi Yang; Jiaming Yang; Wei Hu; Michal Derezinski (CoRR, 2024)

Dynamics of Concept Learning and Compositional Generalization. - Yongyi Yang; Core Francisco Park; Ekdeep Singh Lubana; Maya Okawa; Wei Hu; Hidenori Tanaka (CoRR, 2024)

ICLR: In-Context Learning of Representations. - Core Francisco Park; Andrew Lee 001; Ekdeep Singh Lubana; Yongyi Yang; Maya Okawa; Kento Nishi; Martin Wattenberg; Hidenori Tanaka (ICLR, 2025)

Swing-by Dynamics in Concept Learning and Compositional Generalization. - Yongyi Yang; Core Francisco Park; Ekdeep Singh Lubana; Maya Okawa; Wei Hu; Hidenori Tanaka (ICLR, 2025)

Training Strategies for Increased Temporal Resolution in Clinical Cardiac-gated SPECT Studies with Deep Learning Denoising. - Xirang Zhang; Yongyi Yang; Jovan G. Brankov; P. Hendrik Pretorius; Michael A. King (ISBI, 2025)

On the Cone Effect in the Learning Dynamics. - Zhanpeng Zhou; Yongyi Yang; Jie Ren; Mahito Sugiyama; Junchi Yan (CoRR, 2025)

RaanA: A Fast, Flexible, and Data-Efficient Post-Training Quantization Algorithm. - Yongyi Yang; Jianyang Gao; Wei Hu (CoRR, 2025)

New Evidence of the Two-Phase Learning Dynamics of Neural Networks. - Zhanpeng Zhou; Yongyi Yang; Mahito Sugiyama; Junchi Yan (CoRR, 2025)

Practical and Asymptotically Optimal Quantization of High-Dimensional Vectors in Euclidean Space for Approximate Nearest Neighbor Search. - Jianyang Gao; Yutong Gou; Yuexuan Xu; Yongyi Yang; Cheng Long 001; Raymond Chi-Wing Wong (Proc. ACM Manag. Data, 2025)

Provable Low-Frequency Bias of In-Context Learning of Representations. - Yongyi Yang; Hidenori Tanaka; Wei Hu (CoRR, 2025)