Yongyi Yang

ORCID

Publication Activity (10 Years)

Years Active: 1990-2024
Publications (10 Years): 56

Top Venues

ICIP

ISBI

CoRR

IEEE Trans. Medical Imaging

Publications

Yongyi Yang, Jiaming Yang, Wei Hu, Michal Derezinski
HERTA: A High-Efficiency and Rigorous Training Algorithm for Unfolded Graph Neural Networks. CoRR (2024)
Xirang Zhang, Yongyi Yang, P. Hendrik Pretorius, Michael A. King
Exploring Anatomical Similarity in Cardiac-Gated Spect Images for A Deep Learning Network. ICIP (2023)
Yongyi Yang, Jacob Steinhardt, Wei Hu
Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations. CoRR (2023)
Tao Xu, Qiang Wang, Yongyi Yang, Jiaxu Meng, Yindong Wang
End-to-End Autonomous Driving Decision-Making Solution Based on Pri-TD3. RICAI (2023)
Yongyi Yang, Jacob Steinhardt, Wei Hu
Are Neurons Actually Collapsed? On the Fine-Grained Structure in Neural Representations. ICML (2023)
Zhanpeng Zhou, Yongyi Yang, Xiaojiang Yang, Junchi Yan, Wei Hu
Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity. NeurIPS (2023)
Zhanpeng Zhou, Yongyi Yang, Xiaojiang Yang, Junchi Yan, Wei Hu
Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity. CoRR (2023)
Xirang Zhang, Yongyi Yang, P. Hendrik Pretorius, Michael A. King
Assessment of Deep-Learning Based Motion Compensation on Detection of Perfusion Defects in Cardiac-Gated SPECT Images. ISBI (2023)
Junchi Liu, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Dose-Blind Denoising With Deep Learning in Cardiac Spect. ICIP (2022)
Álvaro Belloso, Xirang Zhang, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
A Feasibility Study of Motion Compensation for Cardiac Gated Spect Images Using a Cascaded Network. ISBI (2022)
Yangkun Wang, Jiarui Jin, Weinan Zhang, Yongyi Yang, Jiuhai Chen, Quan Gan, Yong Yu, Zheng Zhang, Zengfeng Huang, David Wipf
Why Propagate Alone? Parallel Use of Labels and Features on Graphs. ICLR (2022)
Hongjoon Ahn, Yongyi Yang, Quan Gan, Taesup Moon, David P. Wipf
Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks. NeurIPS (2022)
Yongyi Yang, Zengfeng Huang, David Wipf
Transformers from an Optimization Perspective. CoRR (2022)
Hongjoon Ahn, Yongyi Yang, Quan Gan, David Wipf, Taesup Moon
Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks. CoRR (2022)
Yongyi Yang, Zengfeng Huang, David P. Wipf
Transformers from an Optimization Perspective. NeurIPS (2022)
Xirang Zhang, Álvaro Belloso, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
A Study of Deep Learning Networks for Motion Compensation in Cardiac Gated Spect Images. ICIP (2022)
Yongyi Yang, Guolin Chen, Kai Xie, Xiaoxia Huang
Statistical Maximum Flow Guarantee for Evolving Wireless Backscatter Networks. GLOBECOM (2022)
Andoni I. Garmendia, Yongyi Yang, Chao Song, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
A Regularized Approach For Respiratory Motion Estimation From Short-Time Projection Data Frames In Emission Tomography. ICIP (2021)
Yangkun Wang, Jiarui Jin, Weinan Zhang, Yongyi Yang, Jiuhai Chen, Quan Gan, Yong Yu, Zheng Zhang, Zengfeng Huang, David Wipf
Why Propagate Alone? Parallel Use of Labels and Features on Graphs. CoRR (2021)
Yongyi Yang, Tang Liu, Yangkun Wang, Jinjing Zhou, Quan Gan, Zhewei Wei, Zheng Zhang, Zengfeng Huang, David Wipf
Graph Neural Networks Inspired by Classical Iterative Algorithms. ICML (2021)
Jinwei Liu, Haiying Shen, Hongmei Chi, Husnu S. Narman, Yongyi Yang, Long Cheng, Wingyan Chung
A Low-Cost Multi-Failure Resilient Replication Scheme for High-Data Availability in Cloud Storage. IEEE/ACM Trans. Netw. 29 (4) (2021)
Yongyi Yang, Yangkun Wang, Zengfeng Huang, David Wipf
Implicit vs Unfolded Graph Neural Networks. CoRR (2021)
Yongyi Yang, Tang Liu, Yangkun Wang, Jinjing Zhou, Quan Gan, Zhewei Wei, Zheng Zhang, Zengfeng Huang, David Wipf
Graph Neural Networks Inspired by Classical Iterative Algorithms. CoRR (2021)
Andoni I. Garmendia, Yongyi Yang, Chao Song, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Data-Driven Approach For Respiratory Motion Correction In Cardiac Spect Data. ISBI (2021)
Junchi Liu, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Improving Diagnostic Accuracy Of Reduced-Dose Studies With Full-Dose Noise-To-Noise Learning In Cardiac Spect. ISBI (2021)
Juan Wang, Liang Lei, Yongyi Yang
Deep Learning Features for Discriminating Between Benign and Malignant Microcalcification Lesions. Image Processing: Algorithms and Systems (2021)
Junchi Liu, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Accounting For Inter-Subject Variations in Deep Learning for Reduced-Dose Studies in Cardiac SPECT. ICIP (2021)
Albert Juan Ramon, Yongyi Yang, P. Hendrik Pretorius, Karen L. Johnson, Michael A. King, Miles N. Wernick
Improving Diagnostic Accuracy in Low-Dose SPECT Myocardial Perfusion Imaging With Convolutional Denoising Networks. IEEE Trans. Medical Imaging 39 (9) (2020)
Zhijing Jin, Yongyi Yang, Xipeng Qiu, Zheng Zhang
Relation of the Relations: A New Paradigm of the Relation Extraction Problem. CoRR (2020)
Juan Wang, Liang Lei, Yongyi Yang
Deep Learning Features for Modeling Perceptual Similarity in Microcalcification Lesion Retrieval. ISBI (2020)
Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Low-Dose Cardiac-Gated Spect Via a Spatiotemporal Convolutional Neural Network. ISBI (2020)
Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Approximate 4D Reconstruction of Cardiac-Gated Spect Images Using a Residual Convolutional Neural Network. ICIP (2019)
Juan Wang, Yongyi Yang
A Hierarchical Learning Approach for Detection of Clustered Microcalcifications in Mammograms. ICIP (2019)
María V. Sainz de Cea, Robert M. Nishikawa, Yongyi Yang
Limiting Level of False-Positive Detections in Classification of Microcalcification Clusters in Mammograms. ISBI (2019)
Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Low-Dose Cardiac-Gated Spect Studies Using a Residual Convolutional Neural Network. ISBI (2019)
Juan Wang, Yongyi Yang, Bin Xia
A Simplified Cohen's Kappa for Use in Binary Classification Data Annotation Tasks. IEEE Access 7 (2019)
Albert Juan Ramon, Yongyi Yang, P. Hendrik Pretorius, Karen L. Johnson, Michael A. King, Miles N. Wernick
Personalized Models for Injected Activity Levels in SPECT Myocardial Perfusion Imaging. IEEE Trans. Medical Imaging 38 (6) (2019)
Maria V. Sainz de Cea, Yongyi Yang, Robert M. Nishikawa
Reducing the effect of false positives in classification of detected clustered microcalcifications. ISBI (2018)
Chao Song, Yongyi Yang, Albert J. Ramon, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Improving perfusion defect detection with respiratory motion compensation in cardiac SPECT. ISBI (2018)
Antonis Mairgiotis, Lisimachos P. Kondi, Yongyi Yang
Weak Signal Watermark Detection Through Rao-T Hypothesis and Lightweight Detection. ICIP (2018)
Juan Wang, Yongyi Yang
A context-sensitive deep learning approach for microcalcification detection in mammograms. Pattern Recognit. 78 (2018)
Juan Wang, Yongyi Yang
Context-Sensitive Deep Learning for Detection of Clustered Micro Calcifications in Mammograms. ICASSP (2018)
Chao Song, Yongyi Yang, Albert J. Ramon, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Effect of Respiratory Motion Correction in Perfusion Spect Imaging. ICIP (2018)
Maria V. Sainz de Cea, Yongyi Yang
Point process modeling for determining detection accuracy of mammographic microcalcifications. ICIP (2017)
Wenyuan Qi, Yongyi Yang, Chao Song, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
4-D Reconstruction With Respiratory Correction for Gated Myocardial Perfusion SPECT. IEEE Trans. Medical Imaging 36 (8) (2017)
Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
4D reconstruction of cardiac SPECT using a robust spatialtemporal prior. ISBI (2017)
Antonis Mairgiotis, Lisimachos P. Kondi, Yongyi Yang
Dct/dwt blind multiplicative watermarking through student-t distribution. ICIP (2017)
Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Reconstruction of respiratory-binned cardiac spect using a robust smoothing prior. ICIP (2017)
Maria V. Sainz de Cea, Robert M. Nishikawa, Yongyi Yang
Estimating the Accuracy Level Among Individual Detections in Clustered Microcalcifications. IEEE Trans. Medical Imaging 36 (5) (2017)
Maria V. Sainz de Cea, Yongyi Yang
Estimating the level of false positives in detection of microcalcifications in mammogram images. ISBI (2017)
Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Optimizing motion correction in reconstruction of respiratory-gated spect. ISBI (2016)
Chao Song, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Joint motion correction and image reconstruction in respiratory-gated SPECT. ICIP (2016)
Juan Wang, Yongyi Yang, Robert M. Nishikawa
Quantitative study of image features of clustered microcalcifications in for-presentation mammograms. ICIP (2016)
Juan Wang, Yongyi Yang
Boosted classification of breast cancer by retrieval of cases having similar disease likelihood. ICASSP (2016)
Maria V. Sainz de Cea, Yongyi Yang
Case-based decision strategy using outlier probability in detection of microcalcifications in mammographic lesions. ICIP (2016)
Juan Wang, Yongyi Yang, Miles N. Wernick, Robert M. Nishikawa
An image-retrieval aided diagnosis system for clustered microcalcifications. ISBI (2016)
Maria V. Sainz de Cea, Yongyi Yang
Improving uniformity in detection performance of clustered microcalcifications in mammograms. ICIP (2015)
Chao Song, Yongyi Yang, Wenyuan Qi, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
4D non-local means post-filtering for cardiac gated SPECT. ICIP (2015)
Wenyuan Qi, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Compensation of acquisition variations in respiratory-gated SPECT with joint statistical reconstruction. ISBI (2015)
Maria V. Sainz de Cea, Yongyi Yang
Case-adaptive decision rule for detection of clustered microcalcifications in mammograms. ISBI (2015)
Yanfeng Li, Houjin Chen, Yongyi Yang, Lin Cheng, Lin Cao
A bilateral analysis scheme for false positive reduction in mammogram mass detection. Comput. Biol. Medicine 57 (2015)
Juan Wang, Yongyi Yang
Feature saliency analysis for perceptual similarity of clustered microcalcifications. ICIP (2015)
Wenyuan Qi, Yongyi Yang
Ordered spatial subsets for faster reconstruction in spect. SSIAI (2014)
Wenyuan Qi, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Compensating for limited-angle effect in respiratory-gated cardiac SPECT. ISBI (2014)
Juan Wang, Yongyi Yang
Adaboost with dummy-variable modeling for reduction of false positives in detection of clustered microcalcifications. ICIP (2014)
Juan Wang, Yongyi Yang, Miles N. Wernick, Robert M. Nishikawa
Exploring perceptually similar cases with multi-dimensional scaling. Medical Imaging: Computer-Aided Diagnosis (2014)
Wenyuan Qi, Yongyi Yang, Miles N. Wernick, P. Hendrik Pretorius, Michael A. King
Reconstruction with angular compensation in respiratory-gated cardiac SPECT. ICIP (2014)
Juan Wang, Yongyi Yang, Robert M. Nishikawa
Reduction of false positive detection in clustered microcalcifications. ICIP (2013)
Yanfeng Li, Houjin Chen, Yongyi Yang, Na Yang
Pectoral muscle segmentation in mammograms based on homogenous texture and intensity deviation. Pattern Recognit. 46 (3) (2013)
Juan Wang, Yongyi Yang
Spatial density modeling for discirminating between benign and malignant microcalcification lesions. ISBI (2013)
Antonis Mairgiotis, Lisimachos P. Kondi, Yongyi Yang
Locally optimum detection for additive watermarking in the DCT and DWT domains through non-Gaussian distributions. DSP (2013)
Wenyuan Qi, Yongyi Yang, Miles N. Wernick, Michael A. King
4D reconstruction for dual cardiac-respiratory gated SPECT. ICIP (2013)
Mingwu Jin, Xiaofeng Niu, Wenyuan Qi, Yongyi Yang, Miles N. Wernick, Michael A. King
Utility of 4D reconstruction for low-dose cardiac gated SPECT. ISBI (2012)
Wenyuan Qi, Xiaofeng Niu, Yongyi Yang
Effects of motion estimation methods on 4D gated cardiac SPECT reconstruction. ISBI (2012)
Hao Jing, Yongyi Yang, Robert M. Nishikawa
Regularization in Retrieval-Driven Classification of Clustered Microcalcifications for Breast Cancer. Int. J. Biomed. Imaging 2012 (2012)
Hao Jing, Yongyi Yang
Regularized adaptive classification based on image retrieval for clustered microcalcifications. ICIP (2012)
Yan Yang, Juan Wang, Yongyi Yang
Exploiting rotation invariance with SVM classifier for microcalcification detection. ISBI (2012)
Chang Yao, Yongyi Yang, Houjin Chen, Tao Jing, Xiaoli Hao, Hongjun Bi
Adaptive kernel learning for detection of clustered microcalcifications in mammograms. SSIAI (2012)
Wenyuan Qi, Xiaofeng Niu, Yongyi Yang
Optical flow estimation in gated cardiac SPECT. SSIAI (2012)
Yan Yang, Juan Wang, Yongyi Yang
Improving SVM classifier with prior knowledge in microcalcification detection1. ICIP (2012)
Wenyuan Qi, Xiaofeng Niu, Yongyi Yang
Gated cardiac SPECT using different motion models. ICIP (2012)
Antonis Mairgiotis, Yongyi Yang, Lisimachos P. Kondi
DWT-based additive image watermarking using the Student-t prior. WIFS (2011)
Wenyuan Qi, Xiaofeng Niu, Yongyi Yang
Effects of piecewise smoothing on cardiac SPECT reconstruction. ICIP (2011)
Hao Jing, Yongyi Yang, Laura Yarusso, Robert M. Nishikawa
Textural feature comparison between FFDM and film mammograms. ISBI (2011)
Xiaofeng Niu, Yongyi Yang, Miles N. Wernick
Temporal regularization in fully 5D reconstruction of cardiac gated dynamic SPECT images. ISBI (2011)
Xiaofeng Niu, Yongyi Yang, Miles N. Wernick
Direct parametric reconstruction of gated dynamic cardiac spect. ISBI (2011)
Hao Jing, Yongyi Yang, Miles N. Wernick, Laura M. Yarusso, Robert M. Nishikawa
A comparison study of textural features between FFDM and film mammogram images. Medical Imaging: Computer-Aided Diagnosis (2011)
Wenyuan Qi, Xiaofeng Niu, Yongyi Yang
An improved periodic optical flow model for cardiac gated image reconstruction. ISBI (2011)
Xiaofeng Niu, Yongyi Yang
Tomographic Reconstruction of Gated Data Acquisition Using DFT Basis Functions. IEEE Trans. Image Process. 20 (1) (2011)
Xiaofeng Niu, Yongyi Yang, Miles N. Wernick
Direct reconstruction of parametric images from cardiac gated dynamic spect data. ICIP (2011)
Wenyuan Qi, Xiaofeng Niu, Yongyi Yang
Total-variation regularized motion estimation in a periodic image sequence. ICIP (2011)
Hao Jing, Yongyi Yang
Case-adaptive classification based on image retrieval for computer-aided diagnosis. ICIP (2010)
Jovan G. Brankov, Thibault Marin, P. Hendrik Pretorius, Yongyi Yang, Miles N. Wernick
Numerical observer for cardiac motion assessment. Computational Imaging (2010)
Xiaofeng Niu, Yongyi Yang, Mingwu Jin
Fully 5D reconstruction of gated dynamic cardiac spect images using temporal B-splines. ISBI (2010)
Xiaofeng Niu, Yongyi Yang, Mingwu Jin, Miles N. Wernick
Gated dynamic image reconstruction using temporal B-splines. ICIP (2010)
Miles N. Wernick, Yongyi Yang, Jovan G. Brankov, Grigori Yourganov, Stephen C. Strother
Machine Learning in Medical Imaging. IEEE Signal Process. Mag. 27 (4) (2010)
Ling Li, Yongyi Yang
Optical Flow Estimation for a Periodic Image Sequence. IEEE Trans. Image Process. 19 (1) (2010)
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
Prostate Cancer Localization With Multispectral MRI Using Cost-Sensitive Support Vector Machines and Conditional Random Fields. IEEE Trans. Image Process. 19 (9) (2010)
Thibault Marin, Miles N. Wernick, Yongyi Yang, Jovan G. Brankov
Motion-compensated reconstruction of gated cardiac SPECT images using a deformable mesh model. ISBI (2010)
Thibault Marin, Miles N. Wernick, Yongyi Yang, Jovan G. Brankov
4D reconstruction of cardiac gated SPECT images using a content-adaptive deformable mesh model. Medical Imaging: Image Processing (2010)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yongyi Yang