Computing Layered Surface Representations: An Algorithm for Detecting and Separating Transparent Overlays. - Manish Singh 001; Xiaolei Huang 001 (CVPR (2), 2003)

Establishing Local Correspondences towards Compact Representations of Anatomical Structures. - Xiaolei Huang 001; Nikos Paragios; Dimitris N. Metaxas (MICCAI (2), 2003)

MetaMorphs: Deformable Shape and Texture Models. - Xiaolei Huang 001; Dimitris N. Metaxas; Ting Chen 001 (CVPR (1), 2004)

Hybrid Image Registration based on Configural Matching of Scale-Invariant Salient Region Features. - Xiaolei Huang 001; Yiyong Sun; Dimitris N. Metaxas; Frank Sauer; Chenyang Xu 001 (CVPR Workshops, 2004)

A Hierarchical Framework For High Resolution Facial Expression Tracking. - Xiaolei Huang 001; Song Zhang 002; Yang Wang 001; Dimitris N. Metaxas; Dimitris Samaras (CVPR Workshops, 2004)

Learning Coupled Prior Shape and Appearance Models for Segmentation. - Xiaolei Huang 001; Zhiguo Li; Dimitris N. Metaxas (MICCAI (1), 2004)

High Resolution Acquisition, Learning and Transfer of Dynamic 3D Facial Expressions. - Yang Wang 001; Xiaolei Huang 001; Chan-Su Lee; Song Zhang 002; Zhiguo Li; Dimitris Samaras; Dimitris N. Metaxas; Ahmed M. Elgammal; Peisen Huang (Comput. Graph. Forum, 2004)

Deformable-Model Based Textured Object Segmentation. - Xiaolei Huang 001; Zhen Qian; Rui Huang 001; Dimitris N. Metaxas (EMMCVPR, 2005)

Efficient Learning by Combining Confidence-Rated Classifiers to Incorporate Unlabeled Medical Data. - Weijun He; Xiaolei Huang 001; Dimitris N. Metaxas; Xiaoyou Ying (MICCAI, 2005)

Integrating Shape and Texture in DeformabIe Models: from Hybrid Methods to Metamorphs. - Dimitris N. Metaxas; Xiaolei Huang 001; Ting Chen 001 (Handbook of Mathematical Models in Computer Vision, 2006)

On the Representation of Shapes Using Implicit Functions. - Nikos Paragios; Maxime Taron; Xiaolei Huang 001; Mikaël Rousson; Dimitris N. Metaxas (Statistics and Analysis of Shapes, 2006)

Patch-Based Texture Edges and Segmentation. - Lior Wolf; Xiaolei Huang 001; Ian Martin; Dimitris N. Metaxas (ECCV (2), 2006)

A Segmentation and Tracking System for 4D Cardiac Tagged MR Images. - Dimitris N. Metaxas; Leon Axel; Zhen Qian; Xiaolei Huang 001 (EMBC, 2006)

Hybrid Deformable Models for Medical Segmentation and Registration. - Dimitris N. Metaxas; Zhen Qian; Xiaolei Huang 001; Rui Huang 001; Ting Chen 001; Leon Axel (ICARCV, 2006)

Automatic Hot Spot Detection and Segmentation in Whole Body FDG-PET Images. - Haiying Guan; Toshiro Kubota; Xiaolei Huang 001; Xiang Sean Zhou; Matthew Turk 001 (ICIP, 2006)

3D tumor shape reconstruction from 2D bioluminescence images. - Junzhou Huang; Xiaolei Huang 001; Dimitris N. Metaxas; Debarata Banerjee (ISBI, 2006)

Robust Click-Point Linking for Longitudinal Follow-Up Studies. - Kazunori Okada; Xiaolei Huang 001; Xiang Zhou 009; Arun Krishnan (MIAR, 2006)

Shape Registration in Implicit Spaces Using Information Theory and Free Form Deformations. - Xiaolei Huang 001; Nikos Paragios; Dimitris N. Metaxas (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Robust Click-Point Linking: Matching Visually Dissimilar Local Regions. - Kazunori Okada; Xiaolei Huang 001 (CVPR, 2007)

Optimization and Learning for Registration of Moving Dynamic Textures. - Junzhou Huang; Xiaolei Huang 001; Dimitris N. Metaxas (ICCV, 2007)

Dynamic Texture Based Heart Localization and Segmentation in 4-D Cardiac Images. - Junzhou Huang; Xiaolei Huang 001; Dimitris N. Metaxas; Leon Axel (ISBI, 2007)

Automated tumor delineation using joint PET/CT information. - Vaclav Potesil; Xiaolei Huang 001; Xiang Sean Zhou (Computer-Aided Diagnosis, 2007)

Adaptive Metamorphs Model for 3D Medical Image Segmentation. - Junzhou Huang; Xiaolei Huang 001; Dimitris N. Metaxas; Leon Axel (MICCAI (1), 2007)

Commentary Paper on "Video Surveillance for Biometrics: Long-Range Multi-biometric System". - Xiaolei Huang 001 (AVSS, 2008)

Web-Based Multi-Observer Segmentation Evaluation Tool. - Yaoyao Zhu; Xiaolei Huang 001; Daniel P. Lopresti; L. Rodney Long; Sameer K. Antani; Zhiyun Xue; George R. Thoma (CBMS, 2008)

Simultaneous image transformation and sparse representation recovery. - Junzhou Huang; Xiaolei Huang 001; Dimitris N. Metaxas (CVPR, 2008)

Combining multiple 2nu-SVM classifiers for tissue segmentation. - Yusuf Artan; Xiaolei Huang 001 (ISBI, 2008)

Tag Separation in Cardiac Tagged MRI. - Junzhou Huang; Zhen Qian; Xiaolei Huang 001; Dimitris N. Metaxas; Leon Axel (MICCAI (2), 2008)

Active Volume Models with Probabilistic Object Boundary Prediction Module. - Tian Shen; Yaoyao Zhu; Xiaolei Huang 001; Junzhou Huang; Dimitris N. Metaxas; Leon Axel (MICCAI (1), 2008)

Phase impact factor: a novel parameter for determining optimal CT phase in 4D radiation therapy treatment planning for mobile lung cancer. - Yulin Song; Xiaolei Huang 001; Boris Mueller; Borys Mychalczak (Image-Guided Procedures, 2008)

A hybrid method for reliable registration of digitally reconstructed radiographs and kV x-ray images for image-guided radiation therapy for prostate cancer. - Yulin Song; Boris Mueller; Maria F. Chan; Sang E. Sim; Borys Mychalczak; Xiaolei Huang 001 (Image-Guided Procedures, 2008)

Tissue classification using cluster features for lesion detection in digital cervigrams. - Xiaolei Huang 001; Wei Wang 057; Zhiyun Xue; Sameer K. Antani; L. Rodney Long; Jose Jeronimo (Image Processing, 2008)

Segmentation in noisy medical images using PCA model based particle filtering. - Wei Qu; Xiaolei Huang 001; Yuanyuan Jia (Image Processing, 2008)

Metamorphs: Deformable Shape and Appearance Models. - Xiaolei Huang 001; Dimitris N. Metaxas (IEEE Trans. Pattern Anal. Mach. Intell., 2008)

Global optimization for alignment of generalized shapes. - Hongsheng Li 001; Tian Shen; Xiaolei Huang 001 (CVPR, 2009)

Active volume models for 3D medical image segmentation. - Tian Shen; Hongsheng Li 001; Zhen Qian; Xiaolei Huang 001 (CVPR, 2009)

Distance guided selection of the best base classifier in an ensemble with application to cervigram image segmentation. - Wei Wang 057; Xiaolei Huang 001 (CVPR Workshops, 2009)

Learning with dynamic group sparsity. - Junzhou Huang; Xiaolei Huang 001; Dimitris N. Metaxas (ICCV, 2009)

Document Analysis Support for the Manual Auditing of Elections. - Daniel P. Lopresti; Xiang Zhou 009; Xiaolei Huang 001; Gang Tan (ICDAR, 2009)

Automated Actin Filament Segmentation, Tracking and TIP Elongation Measurements Based on Open Active Contour Models. - Hongsheng Li 001; Tian Shen; Matthew B. Smith; Ikuko Fujiwara; Dimitrios Vavylonis; Xiaolei Huang 001 (ISBI, 2009)

A Classifier Ensemble Based on Performance Level Estimation. - Wei Wang 057; Yaoyao Zhu; Xiaolei Huang 001; Daniel P. Lopresti; Zhiyun Xue; L. Rodney Long; Sameer K. Antani; George R. Thoma (ISBI, 2009)

Interactive Polygons in Region-Based Deformable Contours for Medical Images. - Yaoyao Zhu; Tian Shen; Daniel P. Lopresti; Xiaolei Huang 001 (ISBI, 2009)

Actin Filament Tracking Based on Particle Filters and Stretching Open Active Contour Models. - Hongsheng Li 001; Tian Shen; Dimitrios Vavylonis; Xiaolei Huang 001 (MICCAI (1), 2009)

3D Medical Image Segmentation by Multiple-Surface Active Volume Models. - Tian Shen; Xiaolei Huang 001 (MICCAI (1), 2009)

Balancing the Role of Priors in Multi-Observer Segmentation Evaluation. - Yaoyao Zhu; Xiaolei Huang 001; Wei Wang 057; Daniel P. Lopresti; L. Rodney Long; Sameer K. Antani; Zhiyun Xue; George R. Thoma (J. Signal Process. Syst., 2009)

A parallel cellular automata with label priors for interactive brain tumor segmentation. - Edward Kim; Tian Shen; Xiaolei Huang 001 (CBMS, 2010)

Object matching with a locally affine-invariant constraint. - Hongsheng Li 001; Edward Kim; Xiaolei Huang 001; Lei He 001 (CVPR, 2010)

Discriminative sparse representations for cervigram image segmentation. - Shaoting Zhang 001; Junzhou Huang; Dimitris N. Metaxas; Wei Wang 057; Xiaolei Huang 001 (ISBI, 2010)

Actin Filament Segmentation Using Spatiotemporal Active-Surface and Active-Contour Models. - Hongsheng Li 001; Tian Shen; Dimitrios Vavylonis; Xiaolei Huang 001 (MICCAI (1), 2010)

Cervigram image segmentation based on reconstructive sparse representations. - Shaoting Zhang 001; Junzhou Huang; Wei Wang 057; Xiaolei Huang 001; Dimitris N. Metaxas (Image Processing, 2010)

RepFinder: finding approximately repeated scene elements for image editing. - Ming-Ming Cheng; Fang-Lue Zhang; Niloy J. Mitra; Xiaolei Huang 001; Shi-Min Hu 001 (ACM Trans. Graph., 2010)

Global contrast based salient region detection. - Ming-Ming Cheng; Guo-Xin Zhang; Niloy J. Mitra; Xiaolei Huang 001; Shi-Min Hu 001 (CVPR, 2011)

Optimal object matching via convexification and composition. - Hongsheng Li 001; Junzhou Huang; Shaoting Zhang 001; Xiaolei Huang 001 (ICCV, 2011)

A 3D Laplacian-driven parametric deformable model. - Tian Shen; Xiaolei Huang 001; Hongsheng Li 001; Edward Kim; Shaoting Zhang 001; Junzhou Huang (ICCV, 2011)

Finding VIPs - A visual image persons search using a content property reasoner and web ontology. - Edward Kim; Xiaolei Huang 001; Jeff Heflin (ICME, 2011)

Actin Filament Segmentation Using Dynamic Programming. - Hongsheng Li 001; Tian Shen; Xiaolei Huang 001 (IPMI, 2011)

Extraction and analysis of actin networks based on Open Active Contour models. - Ting Xu; Hongsheng Li 001; Tian Shen; Nikola Ojkic; Dimitrios Vavylonis; Xiaolei Huang 001 (ISBI, 2011)

Group sparsity based classification for cervigram segmentation. - Yang Yu 010; Junzhou Huang; Shaoting Zhang 001; Christophe Restif; Xiaolei Huang 001; Dimitris N. Metaxas (ISBI, 2011)

3D segmentation of rodent brain structures using Active Volume Model with shape priors. - Shaoting Zhang 001; Junzhou Huang; Mustafa Gökhan Uzunbas; Tian Shen; Foteini Delis; Xiaolei Huang 001; Nora D. Volkow; Panayotis K. Thanos; Dimitris N. Metaxas (ISBI, 2011)

3D Segmentation of Rodent Brain Structures Using Hierarchical Shape Priors and Deformable Models. - Shaoting Zhang 001; Junzhou Huang; Mustafa Gökhan Uzunbas; Tian Shen; Foteini Delis; Xiaolei Huang 001; Nora D. Volkow; Panayotis K. Thanos; Dimitris N. Metaxas (MICCAI (3), 2011)

Approximately Global Optimization for Robust Alignment of Generalized Shapes. - Hongsheng Li 001; Tian Shen; Xiaolei Huang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2011)

Active Volume Models for Medical Image Segmentation. - Tian Shen; Hongsheng Li 001; Xiaolei Huang 001 (IEEE Trans. Medical Imaging, 2011)

Markup SVG - An Online Content-Aware Image Abstraction and Annotation Tool. - Edward Kim; Xiaolei Huang 001; Gang Tan (IEEE Trans. Multim., 2011)

A hierarchical image clustering cosegmentation framework. - Edward Kim; Hongsheng Li 001; Xiaolei Huang 001 (CVPR, 2012)

Left endocardium segmentation using spatio-temporal Metamorphs. - Xinyi Cui; Shaoting Zhang 001; Junzhou Huang; Xiaolei Huang 001; Dimitris N. Metaxas; Leon Axel (ISBI, 2012)

Simplified Labeling Process for Medical Image Segmentation. - Mingchen Gao; Junzhou Huang; Xiaolei Huang 001; Shaoting Zhang 001; Dimitris N. Metaxas (MICCAI (2), 2012)

Delineating 3D Angiogenic Sprouting in OCT Images via Multiple Active Contours. - Ting Xu; Fengqiang Li; Duc-Huy T. Nguyen; Christopher S. Chen; Chao Zhou 005; Xiaolei Huang 001 (AE-CAI, 2013)

Object Matching Using a Locally Affine Invariant and Linear Programming Techniques. - Hongsheng Li 001; Xiaolei Huang 001; Lei He 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2013)

OCM image texture analysis for tissue classification. - Sunhua Wan; Hsiang-Chieh Lee; James G. Fujimoto; Xiaolei Huang 001; Chao Zhou 005 (ISBI, 2014)

Instrument Tracking via Online Learning in Retinal Microsurgery. - Yeqing Li; Chen Chen 003; Xiaolei Huang 001; Junzhou Huang (MICCAI (1), 2014)

3D actin network centerline extraction with multiple active contours. - Ting Xu; Dimitrios Vavylonis; Xiaolei Huang 001 (Medical Image Anal., 2014)

Feature Matching with Affine-Function Transformation Models. - Hongsheng Li 001; Xiaolei Huang 001; Junzhou Huang; Shaoting Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

SalientShape: group saliency in image collections. - Ming-Ming Cheng; Niloy J. Mitra; Xiaolei Huang 001; Shi-Min Hu 001 (Vis. Comput., 2014)

Unbalanced graph-based transduction on superpixels for automatic cervigram image segmentation. - Sheng Huang 001; Mingchen Gao; Dan Yang 001; Xiaolei Huang 001; Ahmed M. Elgammal; Xiaohong Zhang 002 (ISBI, 2015)

Spoke-LBP and ring-LBP: New texture features for tissue classification. - Sunhua Wan; Xiaolei Huang 001; Hsiang-Chieh Lee; James G. Fujimoto; Chao Zhou 005 (ISBI, 2015)

Adjustable adaboost classifier and pyramid features for image-based cervical cancer diagnosis. - Tao Xu; Edward Kim; Xiaolei Huang 001 (ISBI, 2015)

Multi-test cervical cancer diagnosis with missing data estimation. - Tao Xu; Xiaolei Huang 001; Edward Kim; L. Rodney Long; Sameer K. Antani (Computer-Aided Diagnosis, 2015)

A New Image Data Set and Benchmark for Cervical Dysplasia Classification Evaluation. - Tao Xu; Cheng Xin; L. Rodney Long; Sameer K. Antani; Zhiyun Xue; Edward Kim; Xiaolei Huang 001 (MLMI, 2015)

Accelerated Dynamic MRI Reconstruction with Total Variation and Nuclear Norm Regularization. - Jiawen Yao; Zheng Xu 005; Xiaolei Huang 001; Junzhou Huang (MICCAI (2), 2015)

Global Contrast Based Salient Region Detection. - Ming-Ming Cheng; Niloy J. Mitra; Xiaolei Huang 001; Philip H. S. Torr; Shi-Min Hu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2015)

Multimodal Entity Coreference for Cervical Dysplasia Diagnosis. - Dezhao Song; Edward Kim; Xiaolei Huang 001; Joseph Patruno; Héctor Muñoz-Avila; Jeff Heflin; L. Rodney Long; Sameer K. Antani (IEEE Trans. Medical Imaging, 2015)

SPDA-CNN: Unifying Semantic Part Detection and Abstraction for Fine-Grained Recognition. - Han Zhang 010; Tao Xu; Mohamed Elhoseiny; Xiaolei Huang 001; Shaoting Zhang 001; Ahmed M. Elgammal; Dimitris N. Metaxas (CVPR, 2016)

Traffic-Sign Detection and Classification in the Wild. - Zhe Zhu; Dun Liang; Song-Hai Zhang; Xiaolei Huang 001; Baoli Li 004; Shi-Min Hu 001 (CVPR, 2016)

Multimodal Deep Learning for Cervical Dysplasia Diagnosis. - Tao Xu; Han Zhang 010; Xiaolei Huang 001; Shaoting Zhang 001; Dimitris N. Metaxas (MICCAI (2), 2016)

Distributed Learning for Multi-Channel Selection in Wireless Network Monitoring. - Yuan Xue 002; Pan Zhou 001; Tao Jiang 002; Shiwen Mao; Xiaolei Huang 001 (SECON, 2016)

StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks. - Han Zhang 010; Tao Xu; Hongsheng Li 001; Shaoting Zhang 001; Xiaolei Huang 001; Xiaogang Wang 001; Dimitris N. Metaxas (CoRR, 2016)

SegAN: Adversarial Network with Multi-scale L1 Loss for Medical Image Segmentation. - Yuan Xue 002; Tao Xu; Han Zhang 010; L. Rodney Long; Xiaolei Huang 001 (CoRR, 2017)

Integrated local binary pattern texture features for classification of breast tissue imaged by optical coherence microscopy. - Sunhua Wan; Hsiang-Chieh Lee; Xiaolei Huang 001; Ting Xu; Tao Xu; Xianxu Zeng; Zhan Zhang; Yuri Sheikine; James L. Connolly; James G. Fujimoto; Chao Zhou 005 (Medical Image Anal., 2017)

Multi-feature based benchmark for cervical dysplasia classification evaluation. - Tao Xu; Han Zhang 010; Cheng Xin; Edward Kim; L. Rodney Long; Zhiyun Xue; Sameer K. Antani; Xiaolei Huang 001 (Pattern Recognit., 2017)

AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks. - Tao Xu; Pengchuan Zhang; Qiuyuan Huang; Han Zhang 010; Zhe Gan; Xiaolei Huang 001; Xiaodong He 001 (CVPR, 2018)

Adversarial learning with multi-scale loss for skin lesion segmentation. - Yuan Xue 002; Tao Xu; Xiaolei Huang 001 (ISBI, 2018)

Multimodal Recurrent Model with Attention for Automated Radiology Report Generation. - Yuan Xue 002; Tao Xu; L. Rodney Long; Zhiyun Xue; Sameer K. Antani; George R. Thoma; Xiaolei Huang 001 (MICCAI (1), 2018)

An efficient algorithm for dynamic MRI using low-rank and total variation regularizations. - Jiawen Yao; Zheng Xu 005; Xiaolei Huang 001; Junzhou Huang (Medical Image Anal., 2018)

SegAN: Adversarial Network with Multi-scale L 1 Loss for Medical Image Segmentation. - Yuan Xue 002; Tao Xu; Han Zhang 010; L. Rodney Long; Xiaolei Huang 001 (Neuroinformatics, 2018)

Improved Disease Classification in Chest X-Rays with Transferred Features from Report Generation. - Yuan Xue 002; Xiaolei Huang 001 (IPMI, 2019)

Online Training for Body Part Segmentation in Infant Movement Videos. - Qian Zhang 081; Yuan Xue 002; Xiaolei Huang 001 (ISBI, 2019)

Synthetic Augmentation and Feature-Based Filtering for Improved Cervical Histopathology Image Classification. - Yuan Xue 002; Qianying Zhou; Jiarong Ye; L. Rodney Long; Sameer K. Antani; Carl Cornwell; Zhiyun Xue; Xiaolei Huang 001 (MICCAI (1), 2019)

Selective Synthetic Augmentation with Quality Assurance. - Yuan Xue 002; Jiarong Ye; L. Rodney Long; Sameer K. Antani; Zhiyun Xue; Xiaolei Huang 001 (CoRR, 2019)

Learning Structure-Appearance Joint Embedding for Indoor Scene Image Synthesis. - Yuan Xue 002; Zihan Zhou 001; Xiaolei Huang 001 (CoRR, 2019)

A three-stage real-time detector for traffic signs in large panoramas. - Yizhi Song; Ruochen Fan; Sharon X. Huang; Zhe Zhu; Ruofeng Tong 001 (Comput. Vis. Media, 2019)

StackGAN++: Realistic Image Synthesis with Stacked Generative Adversarial Networks. - Han Zhang 010; Tao Xu; Hongsheng Li 001; Shaoting Zhang 001; Xiaogang Wang 001; Xiaolei Huang 001; Dimitris N. Metaxas (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue. - Yutao Ma; Tao Xu; Xiaolei Huang 001; Xiaofang Wang; Canyu Li; Jason Jerwick; Yuan Ning; Xianxu Zeng; Baojin Wang; Yihong Wang; Zhan Zhang; Xiaoan Zhang; et al. (IEEE Trans. Biomed. Eng., 2019)

Shape-Aware Organ Segmentation by Predicting Signed Distance Maps. - Yuan Xue 002; Hui Tang; Zhi Qiao; Guanzhong Gong; Yong Yin; Zhen Qian; Chao Huang 016; Wei Fan 001; Xiaolei Huang 001 (AAAI, 2020)

Neural Wireframe Renderer: Learning Wireframe to Image Translations. - Yuan Xue 002; Zihan Zhou 001; Xiaolei Huang 001 (ECCV (26), 2020)

Semi-Supervised Cervical Dysplasia Classification with Learnable Graph Convolutional Network. - Yanglan Ou; Yuan Xue 002; Ye Yuan; Tao Xu; Vincent Pisztora; Jia Li 001; Xiaolei Huang 001 (ISBI, 2020)

Supervised machine learning for region assignment of zebrafish brain nuclei based on computational assessment of cell neighborhoods. - Samarth Gupta; Yuan Xue 002; Yifu Ding; Daniel Vanselow; Maksim Yakovlev; Damian B. van Rossum; Sharon X. Huang; Keith C. Cheng (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2020)

SiamParseNet: Joint Body Parsing and Label Propagation in Infant Movement Videos. - Haomiao Ni; Yuan Xue 002; Qian Zhang 081; Xiaolei Huang 001 (MICCAI (4), 2020)

Synthetic Sample Selection via Reinforcement Learning. - Jiarong Ye; Yuan Xue 002; L. Rodney Long; Sameer K. Antani; Zhiyun Xue; Keith C. Cheng; Xiaolei Huang 001 (MICCAI (1), 2020)

Toward Rapid Stroke Diagnosis with Multimodal Deep Learning. - Mingli Yu; Tongan Cai; Xiaolei Huang 001; Kelvin K. Wong; John Volpi; James Z. Wang 001; Stephen T. C. Wong (MICCAI (3), 2020)

Lane Detection: A Survey with New Results. - Dun Liang; Yuan-Chen Guo; Shao-Kui Zhang; Tai-Jiang Mu; Xiaolei Huang 001 (J. Comput. Sci. Technol., 2020)

Zebrafish Histotomography Noise Removal In Projection And Reconstruction Domains. - Amogh Subbakrishna Adishesha; Daniel J. Vanselow; Patrick J. La Rivière; Xiaolei Huang 001; Keith C. Cheng (ISBI, 2021)

LambdaUNet: 2.5D Stroke Lesion Segmentation of Diffusion-Weighted MR Images. - Yanglan Ou; Ye Yuan; Xiaolei Huang 001; Kelvin K. Wong; John Volpi; James Z. Wang 001; Stephen T. C. Wong (MICCAI (1), 2021)

A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis. - Jiarong Ye; Yuan Xue 002; Peter Liu; Richard Zaino; Keith C. Cheng; Xiaolei Huang 001 (MICCAI (8), 2021)

Epsilon Consistent Mixup: An Adaptive Consistency-Interpolation Tradeoff. - Vincent Pisztora; Yanglan Ou; Xiaolei Huang 001; Francesca Chiaromonte; Jia Li 001 (CoRR, 2021)

Multi-turn Dialog System on Single-turn Data in Medical Domain. - Nazib Sorathiya; Chuan-An Lin; Daniel Chen Daniel Xiong; Scott Zin; Yi Zhang 099; He Sarina Yang; Sharon Xiaolei Huang (CoRR, 2021)

DeepStroke: An Efficient Stroke Screening Framework for Emergency Rooms with Multimodal Adversarial Deep Learning. - Tongan Cai; Haomiao Ni; Mingli Yu; Xiaolei Huang 001; Kelvin K. Wong; John Volpi; James Z. Wang 001; Stephen T. C. Wong (CoRR, 2021)

Detecting human - object interaction with multi-level pairwise feature network. - Hanchao Liu; Tai-Jiang Mu; Xiaolei Huang 001 (Comput. Vis. Media, 2021)

Selective synthetic augmentation with HistoGAN for improved histopathology image classification. - Yuan Xue 002; Jiarong Ye; Qianying Zhou; L. Rodney Long; Sameer K. Antani; Zhiyun Xue; Carl Cornwell; Richard Zaino; Keith C. Cheng; Xiaolei Huang 001 (Medical Image Anal., 2021)

3D-CNN-SPP: A Patient Risk Prediction System From Electronic Health Records via 3D CNN and Spatial Pyramid Pooling. - Ronghui Ju; Pan Zhou 001; Shiping Wen 001; Wei Wei 002; Yuan Xue 002; Xiaolei Huang 001; Xin Yang 008 (IEEE Trans. Emerg. Top. Comput. Intell., 2021)

PlaneMVS: 3D Plane Reconstruction from Multi-View Stereo. - Jiachen Liu; Pan Ji; Nitin Bansal; Changjiang Cai; Qingan Yan; Xiaolei Huang 001; Yi Xu 002 (CVPR, 2022)

Deep Depth from Focus with Differential Focus Volume. - Fengting Yang; Xiaolei Huang 001; Zihan Zhou 001 (CVPR, 2022)

End-to-End Graph-Constrained Vectorized Floorplan Generation with Panoptic Refinement. - Jiachen Liu; Yuan Xue 002; José Pinto Duarte; Krishnendra Shekhawat; Zihan Zhou 001; Xiaolei Huang 001 (ECCV (15), 2022)

Unsupervised Learning of Full-Waveform Inversion: Connecting CNN and Partial Differential Equation in a Loop. - Peng Jin; Xitong Zhang; Yinpeng Chen; Sharon Xiaolei Huang; Zicheng Liu 001; Youzuo Lin (ICLR, 2022)

Asymmetry Disentanglement Network for Interpretable Acute Ischemic Stroke Infarct Segmentation in Non-contrast CT Scans. - Haomiao Ni; Yuan Xue 002; Kelvin K. Wong; John Volpi; Stephen T. C. Wong; James Z. Wang 001; Xiaolei Huang 001 (MICCAI (8), 2022)

Patcher: Patch Transformers with Mixture of Experts for Precise Medical Image Segmentation. - Yanglan Ou; Ye Yuan; Xiaolei Huang 001; Stephen T. C. Wong; John Volpi; James Z. Wang 001; Kelvin K. Wong (MICCAI (5), 2022)

Accurate Virus Identification with Interpretable Raman Signatures by Machine Learning. - Jiarong Ye; Yin-Ting Yeh; Yuan Xue 002; Ziyang Wang; Na Zhang; He Liu; Kunyan Zhang; RyeAnne Ricker; Zhuohang Yu; Allison Roder; Nestor Perea Lopez; Lindsey Organtini; et al. (CoRR, 2022)

Deep image synthesis from intuitive user input: A review and perspectives. - Yuan Xue 002; Yuan-Chen Guo; Han Zhang 010; Tao Xu; Song-Hai Zhang; Xiaolei Huang 001 (Comput. Vis. Media, 2022)

DeepStroke: An efficient stroke screening framework for emergency rooms with multimodal adversarial deep learning. - Tongan Cai; Haomiao Ni; Mingli Yu; Xiaolei Huang 001; Kelvin K. Wong; John Volpi; James Z. Wang 001; Stephen T. C. Wong (Medical Image Anal., 2022)

Scheduling Massive Camera Streams to Optimize Large-Scale Live Video Analytics. - Chenghao Rong; Jessie Hui Wang; Juncai Liu; Jilong Wang 001; Fenghua Li; Xiaolei Huang 001 (IEEE/ACM Trans. Netw., 2022)

Conditional Image-to-Video Generation with Latent Flow Diffusion Models. - Haomiao Ni; Changhao Shi; Kai Li 012; Sharon X. Huang; Martin Renqiang Min (CVPR, 2023)

Strain-Level Identification and Analysis of Avian Coronavirus Using Raman Spectroscopy and Interpretable Machine Learning. - Peng Jin; Yin-Ting Yeh; Jiarong Ye; Ziyang Wang; Yuan Xue 002; Na Zhang; Shengxi Huang; Elodie Ghedin; Huaguang Lu; Anthony Schmitt; Sharon X. Huang; Mauricio Terrones (ISBI, 2023)

Be Real in Scale: Swing for True Scale in Dual Camera Mode. - Rui Yu 002; Jian Wang 111; Sizhuo Ma; Sharon X. Huang; Gurunandan Krishnan; Yicheng Wu (ISMAR, 2023)

Synthetic Augmentation with Large-Scale Unconditional Pre-training. - Jiarong Ye; Haomiao Ni; Peng Jin; Sharon X. Huang; Yuan Xue 002 (MICCAI (2), 2023)

Cross-identity Video Motion Retargeting with Joint Transformation and Synthesis. - Haomiao Ni; Yihao Liu 003; Sharon X. Huang; Yuan Xue 002 (WACV, 2023)

BBox-Guided Segmentor: Leveraging expert knowledge for accurate stroke lesion segmentation using weakly supervised bounding box prior. - Yanglan Ou; Sharon X. Huang; Kelvin K. Wong; Jonathon S. Cummock; John Volpi; James Z. Wang 001; Stephen T. C. Wong (Comput. Medical Imaging Graph., 2023)

ANNA: Abstractive Text-to-Image Synthesis with Filtered News Captions. - Aashish Anantha Ramakrishnan; Sharon X. Huang; Dongwon Lee 001 (CoRR, 2023)

Semi-supervised body parsing and pose estimation for enhancing infant general movement assessment. - Haomiao Ni; Yuan Xue 002; Liya Ma; Qian Zhang 081; Xiaoye Li; Sharon X. Huang (Medical Image Anal., 2023)

Editorial for special issue on explainable and generalizable deep learning methods for medical image computing. - Guotai Wang; Shaoting Zhang 001; Sharon X. Huang; Tom Vercauteren; Dimitris N. Metaxas (Medical Image Anal., 2023)

Skeleton-CutMix: Mixing Up Skeleton With Probabilistic Bone Exchange for Supervised Domain Adaptation. - Hanchao Liu; Yuhe Liu; Tai-Jiang Mu; Sharon X. Huang; Shi-Min Hu 001 (IEEE Trans. Image Process., 2023)

Forecasting User Interests Through Topic Tag Predictions in Online Health Communities. - Amogh Subbakrishna Adishesha; Lily Jakielaszek; Fariha Azhar; Peixuan Zhang; Vasant G. Honavar; Fenglong Ma; Chandra Belani; Prasenjit Mitra; Sharon Xiaolei Huang (IEEE J. Biomed. Health Informatics, 2023)

Sinogram domain angular upsampling of sparse-view micro-CT with dense residual hierarchical transformer and attention-weighted loss. - Amogh Subbakrishna Adishesha; Daniel J. Vanselow; Patrick J. La Rivière; Keith C. Cheng; Sharon X. Huang (Comput. Methods Programs Biomed., 2023)

Semantic-Aware Transformation-Invariant RoI Align. - Guo-Ye Yang; George Kiyohiro Nakayama; Zi-Kai Xiao; Tai-Jiang Mu; Xiaolei Huang 001; Shi-Min Hu 001 (AAAI, 2024)

M3 Stroke: Multi-Modal Mobile AI for Emergency Triage of Mild to Moderate Acute Strokes. - Tongan Cai; Kelvin K. Wong; James Z. Wang 001; Sharon X. Huang; Xiaohui Yu 003; John Volpi; Stephen T. C. Wong (BHI, 2024)

TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models. - Haomiao Ni; Bernhard Egger 001; Suhas Lohit; Anoop Cherian; Ye Wang 001; Toshiaki Koike-Akino; Sharon X. Huang; Tim K. Marks (CVPR, 2024)

NeRF-Enhanced Outpainting for Faithful Field-of-View Extrapolation. - Rui Yu 002; Jiachen Liu; Zihan Zhou 001; Sharon X. Huang (ICRA, 2024)

MonoPlane: Exploiting Monocular Geometric Cues for Generalizable 3D Plane Reconstruction. - Wang Zhao 001; Jiachen Liu; Sheng Zhang; Yishu Li; Sili Chen; Sharon X. Huang; Yong-Jin Liu 001; Hengkai Guo (IROS, 2024)

3D-Aware Talking-Head Video Motion Transfer. - Haomiao Ni; Jiachen Liu; Yuan Xue 002; Sharon X. Huang (WACV, 2024)

ANCHOR: LLM-driven News Subject Conditioning for Text-to-Image Synthesis. - Aashish Anantha Ramakrishnan; Sharon X. Huang; Dongwon Lee 001 (CoRR, 2024)

Tuning Vision-Language Models With Multiple Prototypes Clustering. - Meng-Hao Guo; Yi Zhang 099; Tai-Jiang Mu; Sharon X. Huang; Shi-Min Hu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Towards In-the-wild 3D Plane Reconstruction from a Single Image. - Jiachen Liu; Rui Yu 002; Sili Chen; Sharon X. Huang; Hengkai Guo (CVPR, 2025)

HopNet: Harmonizing Object Placement Network for Realistic Image Generation via Object Composition. - Matthew Poska; Sharon X. Huang; Bin Hwang (CVPR Workshops, 2025)

SafeTriage: Facial Video De-identification for Privacy-Preserving Stroke Triage. - Tongan Cai; Haomiao Ni; Wenchao Ma; Yuan Xue 002; Qian Ma; Rachel Leicht; Kelvin K. Wong; John Volpi; Stephen T. C. Wong; James Z. Wang 001; Sharon X. Huang (IPMI (2), 2025)

Computer-Aided Layout Generation for Building Design: A Review. - Jiachen Liu; Yuan Xue 002; Haomiao Ni; Rui Yu 002; Zihan Zhou 001; Sharon X. Huang (CoRR, 2025)

Moodifier: MLLM-Enhanced Emotion-Driven Image Editing. - Jiarong Ye; Sharon X. Huang (CoRR, 2025)