| 2026 | ASPLOS | SNIP: An Adaptive Mixed Precision Framework for Subbyte Large Language Model Training. | Yunjie Pan, Yongyi Yang, Hanmei Yang, Scott Mahlke |
| 2025 | ICIP | A Noise-to-Noise Training Approach for Robust Motion-Compensated Processing in Cardiac-Gated Images. | Xirang Zhang, Yongyi Yang, Jovan G. Brankov, Michael A. King |
| 2025 | ICLR | ICLR: In-Context Learning of Representations. | Core Francisco Park, Andrew Lee, Ekdeep Singh Lubana, Yongyi Yang, Maya Okawa, Kento Nishi, Martin Wattenberg, Hidenori Tanaka |
| 2025 | ICLR | Swing-by Dynamics in Concept Learning and Compositional Generalization. | Yongyi Yang, Core Francisco Park, Ekdeep Singh Lubana, Maya Okawa, Wei Hu, Hidenori Tanaka |
| 2024 | ICIP | 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 |
| 2023 | ICIP | Exploring Anatomical Similarity in Cardiac-Gated Spect Images for A Deep Learning Network. | Xirang Zhang, Yongyi Yang, P. Hendrik Pretorius, Michael A. King |
| 2023 | ICML | Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations. | Yongyi Yang, Jacob Steinhardt, Wei Hu |
| 2022 | GLOBECOM | Statistical Maximum Flow Guarantee for Evolving Wireless Backscatter Networks. | Yongyi Yang, Guolin Chen, Kai Xie, Xiaoxia Huang |
| 2022 | ICIP | Dose-Blind Denoising With Deep Learning in Cardiac Spect. | Junchi Liu, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King |
| 2022 | ICIP | A Study of Deep Learning Networks for Motion Compensation in Cardiac Gated Spect Images. | Xirang Zhang, lvaro Belloso, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King |
| 2022 | ICLR | Why Propagate Alone? Parallel Use of Labels and Features on Graphs. | Yangkun Wang, Jiarui Jin, Weinan Zhang, Yongyi Yang, Jiuhai Chen, Quan Gan, Yong Yu, Zheng Zhang, Zengfeng Huang, David Wipf |
| 2021 | ICIP | 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 |
| 2021 | ICIP | 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 |
| 2021 | ICML | Graph Neural Networks Inspired by Classical Iterative Algorithms. | Yongyi Yang, Tang Liu, Yangkun Wang, Jinjing Zhou, Quan Gan, Zhewei Wei, Zheng Zhang, Zengfeng Huang, David Wipf |
| 2021 | IPAS | Deep Learning Features for Discriminating Between Benign and Malignant Microcalcification Lesions. | Juan Wang, Liang Lei, Yongyi Yang |
| 2019 | ICIP | A Hierarchical Learning Approach for Detection of Clustered Microcalcifications in Mammograms. | Juan Wang, Yongyi Yang |
| 2019 | ICIP | 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 |
| 2018 | ICASSP | Context-Sensitive Deep Learning for Detection of Clustered Micro Calcifications in Mammograms. | Juan Wang, Yongyi Yang |
| 2018 | ICIP | Weak Signal Watermark Detection Through Rao-T Hypothesis and Lightweight Detection. | Antonis Mairgiotis, Lisimachos P. Kondi, Yongyi Yang |
| 2018 | ICIP | 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 |
| 2017 | ICIP | Point process modeling for determining detection accuracy of mammographic microcalcifications. | Maria V. Sainz de Cea, Yongyi Yang |
| 2017 | ICIP | Dct/dwt blind multiplicative watermarking through student-t distribution. | Antonis Mairgiotis, Lisimachos P. Kondi, Yongyi Yang |
| 2017 | ICIP | Reconstruction of respiratory-binned cardiac spect using a robust smoothing prior. | Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King |
| 2016 | ICASSP | Boosted classification of breast cancer by retrieval of cases having similar disease likelihood. | Juan Wang, Yongyi Yang |
| 2016 | ICIP | Case-based decision strategy using outlier probability in detection of microcalcifications in mammographic lesions. | Maria V. Sainz de Cea, Yongyi Yang |
| 2016 | ICIP | Joint motion correction and image reconstruction in respiratory-gated SPECT. | Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King |
| 2016 | ICIP | Quantitative study of image features of clustered microcalcifications in for-presentation mammograms. | Juan Wang, Yongyi Yang, Robert M. Nishikawa |
| 2015 | ICIP | Improving uniformity in detection performance of clustered microcalcifications in mammograms. | Maria V. Sainz de Cea, Yongyi Yang |
| 2015 | ICIP | 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 |
| 2015 | ICIP | Feature saliency analysis for perceptual similarity of clustered microcalcifications. | Juan Wang, Yongyi Yang |
| 2014 | ICIP | Reconstruction with angular compensation in respiratory-gated cardiac SPECT. | Wenyuan Qi, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King |
| 2014 | ICIP | Adaboost with dummy-variable modeling for reduction of false positives in detection of clustered microcalcifications. | Juan Wang, Yongyi Yang |
| 2013 | ICIP | 4D reconstruction for dual cardiac-respiratory gated SPECT. | Wenyuan Qi, Yongyi Yang, Miles N. Wernick, Michael A. King |
| 2013 | ICIP | Reduction of false positive detection in clustered microcalcifications. | Juan Wang, Yongyi Yang, Robert M. Nishikawa |
| 2012 | ICIP | Regularized adaptive classification based on image retrieval for clustered microcalcifications. | Hao Jing, Yongyi Yang |
| 2012 | ICIP | Gated cardiac SPECT using different motion models. | Wenyuan Qi, Xiaofeng Niu, Yongyi Yang |
| 2012 | ICIP | Improving SVM classifier with prior knowledge in microcalcification detection1. | Yan Yang, Juan Wang, Yongyi Yang |
| 2011 | ICIP | Direct reconstruction of parametric images from cardiac gated dynamic spect data. | Xiaofeng Niu, Yongyi Yang, Miles N. Wernick |
| 2011 | ICIP | Effects of piecewise smoothing on cardiac SPECT reconstruction. | Wenyuan Qi, Xiaofeng Niu, Yongyi Yang |
| 2011 | ICIP | Total-variation regularized motion estimation in a periodic image sequence. | Wenyuan Qi, Xiaofeng Niu, Yongyi Yang |
| 2010 | ICIP | Case-adaptive classification based on image retrieval for computer-aided diagnosis. | Hao Jing, Yongyi Yang |
| 2010 | ICIP | Gated dynamic image reconstruction using temporal B-splines. | Xiaofeng Niu, Yongyi Yang, Mingwu Jin, Miles N. Wernick |
| 2009 | ICIP | Spatial distribution modeling for detection of clustered microcalcifications. | Hao Jing, Yongyi Yang |
| 2009 | ICIP | Cardiac perfusion defect detection using gated dynamic SPECT imaging. | Xiaofeng Niu, Yongyi Yang, Miles N. Wernick |
| 2008 | ACSSC | Spatio-temporal MAP reconstruction of gated cardiac images using DFT basis functions. | Xiaofeng Niu, Yongyi Yang |
| 2008 | ACSSC | Session TA2b: Functional imaging and analysis. | Yongyi Yang |
| 2008 | ICIP | Optical flow estimation for a periodic images sequence. | Ling Li, Yongyi Yang |
| 2008 | ICIP | 4D reconstruction of cardiac images using temporal fourier basis functions. | Xiaofeng Niu, Yongyi Yang, Miles N. Wernick |
| 2008 | ICIP | Coronary artery extraction and analysis for detection of soft plaques in MDCT images. | Flix Renard, Yongyi Yang |
| 2007 | ICIP | Dynamic Image Reconstruction using Temporally Adaptive Regularization for Emission Tomography. | Mingwu Jin, Yongyi Yang, Miles N. Wernick |
| 2007 | ICIP | Additive Watermark Detectors Based on a New Hierarchical Spatially Adaptive Image Model. | Antonis Mairgiotis, Nikolas P. Galatsanos, Yongyi Yang |
| 2007 | ICIP | Microcalcification Classification Assisted by Content-Based Image Retrieval for Breast Cancer Diagnosis. | Yongyi Yang, Liyang Wei, Robert M. Nishikawa |
| 2007 | MMSP | New Detectors for Watermarks with Unknown Power Based on Student-t Image Priors. | Antonis Mairgiotis, Giannis K. Chantas, Nikolaos Galatsanos, Konstantinos Blekas, Yongyi Yang |
| 2006 | ICIP | Mammogram Retrieval by Similarity Learning from Experts. | Liyang Wei, Yongyi Yang, Robert M. Nishikawa, Miles N. Wernick |
| 2005 | ICIP | Reconstruction of cardiac-gated dynamic SPECT images. | Mingwu Jin, Yongyi Yang, Miles N. Wernick |
| 2005 | ICIP | Relevance vector machine learning for detection of microcalcifications in mammograms. | Liyang Wei, Yongyi Yang, Robert M. Nishikawa |
| 2004 | ICIP | Least-squares mesh model for image compressioni. | Iciar Alvarez-Cascos, Yongyi Yang |
| 2003 | ICIP | Image restoration using content-adaptive mesh modeling. | Jovan G. Brankov, Yongyi Yang, Nikolas P. Galatsanos |
| 2003 | ICIP | Accurate mesh representation of vector-valued (color) images. | Jovan G. Brankov, Yongyi Yang, Miles N. Wernick |
| 2003 | ICIP | Relevance feedback based on incremental learning for mammogram retrieval. | Issam El-Naqa, Yongyi Yang, Nikolas P. Galatsanos, Miles N. Wernick |
| 2003 | ICIP | Motion-compensated reconstruction of tomographic image sequences. | Erwan Gravier, Yongyi Yang |
| 2002 | ICIP | Similarity based clustering using the expectation maximization algorithm. | Jovan G. Brankov, Yongyi Yang, Nikolas P. Galatsanos, Miles N. Wernick |
| 2002 | ICIP | Content-adaptive mesh modeling for fully-3D tomographic image reconstruction. | Jovan G. Brankov, Yongyi Yang, Miles N. Wernick |
| 2002 | ICIP | Content-adaptive 3D mesh modeling for representation of volumetric images. | Jovan G. Brankov, Yongyi Yang, Miles N. Wernick |
| 2002 | ICIP | Geometric robust watermarking based on a new mesh model correction approach. | Ping Dong, Jovan G. Brankov, Nikolas P. Galatsanos, Yongyi Yang |
| 2002 | ICIP | Content-based image retrieval for digital mammography. | Issam El-Naqa, Yongyi Yang, Miles N. Wernick, Nikolas P. Galatsanos |
| 2002 | ICIP | 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 |
| 2002 | ICIP | 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 |
| 2001 | ICASSP | Allpass filter design using projection-based method under group delay constraints. | Khalil C. Haddad, Yongyi Yang, Nikolas P. Galatsanos, Henry Stark |
| 2001 | ICIP | Tomographic image reconstruction using content-adaptive mesh modeling. | Jovan G. Brankov, Yongyi Yang, Miles N. Wernick |
| 2001 | ICIP | A fast algorithm for accurate content-adaptive mesh generation. | Jovan G. Brankov, Yongyi Yang, Miles N. Wernick |
| 2000 | ICIP | Image Retrieval Based on Similarity Learning. | Issam El-Naqa, Miles N. Wernick, Yongyi Yang, Nikolas P. Galatsanos |
| 2000 | ICIP | A New Approach for Image-Content Adaptive Mesh Generation. | Jongmin Lee, Yongyi Yang, Miles N. Wernick |
| 1998 | ICIP | New Results on Multichannel Regularized Recovery of Compressed Video. | Yongyi Yang, Mungi Choi, Nikolas P. Galatsanos |
| 1997 | ICIP | Regularized Multichannel Recovery of Compressed Video. | Mungi Choi, Yongyi Yang, Nikolas P. Galatsanos |
| 1994 | ICIP | Edge-Preserving Reconstruction of Compressed Images Using Projections and a Divide-and-Conquer Strategy. | Yongyi Yang, Nikolas P. Galatsanos |
| 1994 | ICIP | Gradient-Projection Blind Deconvolution. | Yongyi Yang, Henry Stark, Nikolas P. Galatsanos |
| 1993 | ICASSP | Iterative projection algorithms for removing the blocking artifacts of block-DCT compressed images. | Yongyi Yang, Nikolas P. Galatsanos, Aggelos K. Katsaggelos |
| 1993 | VCIP | Regularized reconstruction to remove blocking artifacts from block discrete cosine transform compressed images. | Yongyi Yang, Nikolas P. Galatsanos, Aggelos K. Katsaggelos |