Hien Van Nguyen

93 papers A* 3A 2B 2C 1Misc 2Journal 54Unranked 22

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Multi-scale Linear-time Encoder for Whole-Slide Image Analysis. CoRR Jagan Mohan Reddy Dwarampudi, Joshua Wong, Hien Van Nguyen, Tania Banerjee
2026	—	`ed.`	Emerging LLM/LMM Applications in Medical Imaging - First International Workshop, ELAMI 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 27, 2025, Proceedings ELAMI@MICCAI Hien Van Nguyen, Akash Awasthi, Vishal M. Patel, T. Hoang Ngan Le, Yuyin Zhou, Sheng Liu, S. Kevin Zhou
2025	J	`jnl`	Beyond the First Read: AI-Assisted Perceptual Error Detection in Chest Radiography Accounting for Interobserver Variability. CoRR Adhrith Vutukuri, Akash Awasthi, David Yang, Carol C. Wu, Hien Van Nguyen
2025	J	`jnl`	CT-ScanGaze: A Dataset and Baselines for 3D Volumetric Scanpath Modeling. CoRR Trong-Thang Pham, Akash Awasthi, Saba Khan, Esteban Duran Marti, Tien-Phat Nguyen, Khoa Vo, Minh Tran, Ngoc Son Nguyen, Cuong Tran Van, Yuki Ikebe, Anh Totti Nguyen, Anh Nguyen, Zhigang Deng, Carol C. Wu, Hien Van Nguyen, Ngan Le
2025	J	`jnl`	ConStruct: Structural Distillation of Foundation Models for Prototype-Based Weakly Supervised Histopathology Segmentation. CoRR Khang Le, Ha Thach, Anh M. Vu, Trang T. K. Vo, Han H. Huynh, David Yang, Minh H. N. Le, Thanh-Huy Nguyen, Akash Awasthi, Chandra Mohan, Zhu Han, Hien Van Nguyen
2025	J	`jnl`	Contrastive Integrated Gradients: A Feature Attribution-Based Method for Explaining Whole Slide Image Classification. CoRR Anh Mai Vu, Tuan L. Vo, Ngoc Lam Quang Bui, Nam Nguyen Le Binh, Akash Awasthi, Huy Quoc Vo, Thanh-Huy Nguyen, Zhu Han, Chandra Mohan, Hien Van Nguyen
2025	J	`jnl`	DualProtoSeg: Simple and Efficient Design with Text- and Image-Guided Prototype Learning for Weakly Supervised Histopathology Image Segmentation. CoRR Anh M. Vu, Khang P. Le, Trang T. K. Vo, Ha Thach, Huy Hung Nguyen, David Yang, Han H. Huynh, Quynh Nguyen, Tuan M. Pham, Tuan-Anh Le, Minh H. N. Le, Thanh-Huy Nguyen, Akash Awasthi, Chandra Mohan, Zhu Han, Hien Van Nguyen
2025	—	`conf`	Frequency Strikes Back: Boosting Parameter-Efficient Foundation Model Adaptation for Medical Imaging. MICCAI (6) Son T. Ly, Hien Van Nguyen
2025	J	`jnl`	Frozen Large-Scale Pretrained Vision-Language Models are the Effective Foundational Backbone for Multimodal Breast Cancer Prediction. IEEE J. Biomed. Health Informatics Hung Q. Vo, Lin Wang, Kelvin K. Wong, Chika F. Ezeana, Xiaohui Yu, Wei Yang, Jenny C. Chang, Hien Van Nguyen, Stephen T. C. Wong
2025	J	`jnl`	IMACT-CXR - An Interactive Multi-Agent Conversational Tutoring System for Chest X-Ray Interpretation. CoRR Tuan-Anh Le, Anh Mai Vu, David Yang, Akash Awasthi, Hien Van Nguyen
2025	J	`jnl`	Interpreting Radiologist's Intention from Eye Movements in Chest X-ray Diagnosis. CoRR Trong-Thang Pham, Anh Nguyen, Zhigang Deng, Carol C. Wu, Hien Van Nguyen, Ngan Le
2025	J	`jnl`	ItpCtrl-AI: End-to-end interpretable and controllable artificial intelligence by modeling radiologists' intentions. Artif. Intell. Medicine Trong-Thang Pham, Jacob Brecheisen, Carol C. Wu, Hien Van Nguyen, Zhigang Deng, Donald A. Adjeroh, Gianfranco Doretto, Arabinda Choudhary, Ngan Le
2025	J	`jnl`	LPD: Learnable Prototypes with Diversity Regularization for Weakly Supervised Histopathology Segmentation. CoRR Khang Le, Anh Mai Vu, Thi Kim Trang Vo, Ha Thach, Ngoc Bui Lam Quang, Thanh-Huy Nguyen, Minh H. N. Le, Zhu Han, Chandra Mohan, Hien Van Nguyen
2025	J	`jnl`	MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant. CoRR Akash Awasthi, Brandon V. Chang, Anh M. Vu, Ngan Le, Rishi Agrawal, Zhigang Deng, Carol C. Wu, Hien Van Nguyen
2025	—	`conf`	MAARTA:Multi-agentic Adaptive Radiology Teaching Assistant. MICCAI (5) Akash Awasthi, Brandon V. Chung, Anh M. Vu, Ngan Le, Rishi Agrawal, Zhigang Deng, Carol C. Wu, Hien Van Nguyen
2025	J	`jnl`	MIRAM: Masked Image Reconstruction Across Multiple Scales for Breast Lesion Risk Prediction. CoRR Hung Q. Vo, Pengyu Yuan, Zheng Yin, Kelvin K. Wong, Chika F. Ezeana, Son T. Ly, Stephen T. C. Wong, Hien Van Nguyen
2025	J	`jnl`	Multistain multicompartment automatic segmentation in renal biopsies with thrombotic microangiopathies and other vasculopathies. Comput. Medical Imaging Graph. Nicola Altini, Michela Prunella, Surya V. Seshan, Savino Sciascia, Antonella Barreca, Alessandro Del Gobbo, Stefan Porubský, Hien Van Nguyen, Claudia Delprete, Berardino Prencipe, Dejan Dobi, Daan P. C. van Doorn, Sjoerd A. M. E. G. Timmermans, Pieter van Paassen, Vitoantonio Bevilacqua, Jan Ulrich Becker
2025	J	`jnl`	Revisiting Invariant Learning for Out-of-Domain Generalization on Multi-Site Mammogram Datasets. CoRR Hung Q. Vo, Samira Zare, Son T. Ly, Lin Wang, Chika F. Ezeana, Xiaohui Yu, Kelvin K. Wong, Stephen T. C. Wong, Hien Van Nguyen
2025	J	`jnl`	Structural chain of thoughts for radiology education. Knowl. Based Syst. Akash Awasthi, Brandon Chung, Anh M. Vu, Saba Khan, Ngan Le, Zhigang Deng, Rishi Agrawal, Carol C. Wu, Hien Van Nguyen
2025	J	`jnl`	Weak-to-Strong Generalization Enables Fully Automated De Novo Training of Multi-head Mask-RCNN Model for Segmenting Densely Overlapping Cell Nuclei in Multiplex Whole-slice Brain Images. CoRR Bai Lin, Xiaoyang Li, Liqiang Huang, Quynh Nguyen, Hien Van Nguyen, Saurabh Prasad, Dragan Maric, John Redell, Pramod Dash, Badrinath Roysam
2025	J	`jnl`	mViSE: A Visual Search Engine for Analyzing Multiplex IHC Brain Tissue Images. CoRR Liqiang Huang, Rachel W. Mills, Saikiran Mandula, Bai Lin, Mahtab Jeyhani, John Redell, Hien Van Nguyen, Saurabh Prasad, Dragan Maric, Badrinath Roysam
2024	C	`conf`	Anomaly Detection in Satellite Videos Using Diffusion Models. MMSP Akash Awasthi, Son T. Ly, Jaer Nizam, Videet Mehta, Safwan Ahmad, Ramakrishna Nemani, Saurabh Prasad, Hien Van Nguyen
2024	J	`jnl`	Cellular data extraction from multiplexed brain imaging data using self-supervised Dual-loss Adaptive Masked Autoencoder. Artif. Intell. Medicine Son T. Ly, Bai Lin, Hung Q. Vo, Dragan Maric, Badrinath Roysam, Hien Van Nguyen
2024	—	`conf`	Classification of Glomerulonephritis with CNN and Self-Attention Networks in Individual Glomeruli in Nephropathology. BHI Gloria Bueno, Aníbal Pedraza, Israel Mateos-Aparicio-Ruiz, Hien Van Nguyen, Nicola Altini, Huy Q. Vo, Dejan Dobi, Jean-Baptiste Gibier, Alessandro Del Gobbo, Lucia González, Loreto Gesualdo, Francesco Pesce, Michele Rossini, Avi Rosenberg, Jan Ulrich Becker
2024	—	`conf`	Comparative Analysis of Fine-Tuned MobileNet Versions on Fish Disease Detection. IMIS Hien Van Nguyen, Thinh Quoc Huynh, Nhat Minh Nguyen, Anh Kim Su, Hai Thanh Nguyen
2024	—	`conf`	Decoding Radiologists' Intentions: A Novel System for Accurate Region Identification in Chest X-Ray Image Analysis. ISBI Akash Awasthi, Safwan Ahmad, Bryant Le, Hien Van Nguyen
2024	J	`jnl`	Decoding Radiologists' Intentions: A Novel System for Accurate Region Identification in Chest X-ray Image Analysis. CoRR Akash Awasthi, Safwan Ahmad, Bryant Le, Hien Van Nguyen
2024	J	`jnl`	Enhancing Radiological Diagnosis: A Collaborative Approach Integrating AI and Human Expertise for Visual Miss Correction. CoRR Akash Awasthi, Ngan Le, Zhigang Deng, Carol C. Wu, Hien Van Nguyen
2024	J	`jnl`	Game Theory Meets Data Augmentation. IEEE Trans. Artif. Intell. Yuhan Kang, Samira Zare, Alex Tong Lin, Zhu Han, Stanley J. Osher, Hien Van Nguyen
2024	—	`conf`	Identifying Water Bodies in Satellite Images Using UNet 3+. MIWAI (1) Thinh Quoc Huynh, Nhat Minh Nguyen, Hien Van Nguyen, Anh Kim Su, Hai Thanh Nguyen
2024	J	`jnl`	Multimodal Learning and Cognitive Processes in Radiology: MedGaze for Chest X-ray Scanpath Prediction. CoRR Akash Awasthi, Ngan Le, Zhigang Deng, Rishi Agrawal, Carol C. Wu, Hien Van Nguyen
2023	J	`jnl`	Anomaly Detection in Satellite Videos using Diffusion Models. CoRR Akash Awasthi, Son Ly, Jaer Nizam, Samira Zare, Videet Mehta, Safwan Ahmed, Keshav Shah, Ramakrishna Nemani, Saurabh Prasad, Hien Van Nguyen
2023	J	`jnl`	Evaluating and Improving Domain Invariance in Contrastive Self-Supervised Learning by Extrapolating the Loss Function. IEEE Access Samira Zare, Hien Van Nguyen
2023	J	`jnl`	Performance and limitations of a supervised deep learning approach for the histopathological Oxford Classification of glomeruli with IgA nephropathy. Comput. Methods Programs Biomed. Nicola Altini, Michele Rossini, Sándor Turkevi-Nagy, Francesco Pesce, Paola Pontrelli, Berardino Prencipe, Francesco Berloco, Surya Seshan, Jean-Baptiste Gibier, Aníbal Pedraza Dorado, Gloria Bueno, Licia Peruzzi, Mattia Rossi, Albino Eccher, Feifei Li, Adamantios Koumpis, Oya Beyan, Jonathan Barratt, Huy Quoc Vo, Chandra Mohan, Hien Van Nguyen, Pietro Antonio Cicalese, Angela Ernst, Loreto Gesualdo, Vitoantonio Bevilacqua, Jan Ulrich Becker
2023	J	`jnl`	Segmentation of diagnostic tissue compartments on whole slide images with renal thrombotic microangiopathies (TMAs). CoRR Huy Q. Vo, Pietro Antonio Cicalese, Surya Seshan, Syed Asad Rizvi, Aneesh Vathul, Gloria Bueno, Aníbal Pedraza Dorado, Niels Grabe, Katharina Stolle, Francesco Pesce, Joris J. T. H. Roelofs, Jesper Kers, Vitoantonio Bevilacqua, Nicola Altini, Bernd Schröppel, Dario Roccatello, Antonella Barreca, Savino Sciascia, Chandra Mohan, Hien Van Nguyen, Jan Ulrich Becker
2022	—	`ed.`	Data Augmentation, Labelling, and Imperfections - Second MICCAI Workshop, DALI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings DALI@MICCAI Hien Van Nguyen, Sharon Xiaolei Huang, Yuan Xue
2022	J	`jnl`	Deep Learning-Derived Optimal Aviation Strategies to Control Pandemics. CoRR Syed Asad Rizvi, Akash Awasthi, Maria J. Peláez, Zhihui Wang, Vittorio Cristini, Hien Van Nguyen, Prashant Dogra
2022	—	`conf`	Removal of Confounders via Invariant Risk Minimization for Medical Diagnosis. MICCAI (8) Samira Zare, Hien Van Nguyen
2022	J	`jnl`	Self-Supervised Learning for Efficient Antialiasing Seismic Data Interpolation. IEEE Trans. Geosci. Remote. Sens. Pengyu Yuan, Shirui Wang, Wenyi Hu, Prashanth Nadukandi, German Ocampo Botero, Xuqing Wu, Hien Van Nguyen, Jiefu Chen
2022	J	`jnl`	Student Collaboration Improves Self-Supervised Learning: Dual-Loss Adaptive Masked Autoencoder for Brain Cell Image Analysis. CoRR Son T. Ly, Bai Lin, Hung Q. Vo, Maric Dragan, Badri Roysam, Hien Van Nguyen
2021	A	`conf`	Adaptive Privacy Preserving Deep Learning Algorithms for Medical Data. WACV Xinyue Zhang, Jiahao Ding, Maoqiang Wu, Stephen T. C. Wong, Hien Van Nguyen, Miao Pan
2021	—	`ed.`	Deep Generative Models, and Data Augmentation, Labelling, and Imperfections - First Workshop, DGM4MICCAI 2021, and First Workshop, DALI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings DGM4MICCAI/DALI@MICCAI Sandy Engelhardt, Ilkay Öksüz, Dajiang Zhu, Yixuan Yuan, Anirban Mukhopadhyay, Nicholas Heller, Sharon Xiaolei Huang, Hien Van Nguyen, Raphael Sznitman, Yuan Xue
2021	J	`jnl`	Deep reinforcement learning in medical imaging: A literature review. CoRR S. Kevin Zhou, T. Hoang Ngan Le, Khoa Luu, Hien Van Nguyen, Nicholas Ayache
2021	J	`jnl`	Deep reinforcement learning in medical imaging: A literature review. Medical Image Anal. S. Kevin Zhou, T. Hoang Ngan Le, Khoa Luu, Hien Van Nguyen, Nicholas Ayache
2021	J	`jnl`	First arrival picking using U-net with Lovasz loss and nearest point picking method. CoRR Pengyu Yuan, Wenyi Hu, Xuqing Wu, Jiefu Chen, Hien Van Nguyen
2021	J	`jnl`	Kidney Level Lupus Nephritis Classification Using Uncertainty Guided Bayesian Convolutional Neural Networks. IEEE J. Biomed. Health Informatics Pietro Antonio Cicalese, Aryan Mobiny, Zahed Shahmoradi, Xiongfeng Yi, Chandra Mohan, Hien Van Nguyen
2021	J	`jnl`	Memory-Augmented Capsule Network for Adaptable Lung Nodule Classification. IEEE Trans. Medical Imaging Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Supratik Moulik, Naveen Garg, Carol C. Wu, Kelvin K. Wong, Stephen T. Wong, Tiancheng He, Hien Van Nguyen
2021	—	`conf`	MorphSet: Improving Renal Histopathology Case Assessment Through Learned Prognostic Vectors. MICCAI (8) Pietro Antonio Cicalese, Syed Asad Rizvi, Victor Wang, Sai Patibandla, Pengyu Yuan, Samira Zare, Katharina Moos, Ibrahim Batal, Marian Clahsen-van Groningen, Candice Roufosse, Jan Ulrich Becker, Chandra Mohan, Hien Van Nguyen
2021	—	`conf`	Multimodal Breast Lesion Classification Using Cross-Attention Deep Networks. BHI Hung Q. Vo, Pengyu Yuan, Tiancheng He, Stephen T. C. Wong, Hien Van Nguyen
2021	J	`jnl`	Multimodal Breast Lesion Classification Using Cross-Attention Deep Networks. CoRR Hung Q. Vo, Pengyu Yuan, Tiancheng He, Stephen T. C. Wong, Hien Van Nguyen
2021	J	`jnl`	PICASO: Permutation-Invariant Cascaded Attentional Set Operator. CoRR Samira Zare, Hien Van Nguyen
2021	B	`conf`	PairFlow: Enhancing Portable Chest X-Ray By Flow-Based Deformation For Covid-19 Diagnosing. ICIP Ngan Le, James Sorensen, Toan Duc Bui, Arabinda Choudhary, Khoa Luu, Hien Van Nguyen
2020	J	`jnl`	Automated Classification of Apoptosis in Phase Contrast Microscopy Using Capsule Network. IEEE Trans. Medical Imaging Aryan Mobiny, Hengyang Lu, Hien Van Nguyen, Badrinath Roysam, Navin Varadarajan
2020	—	`conf`	Cellular/Vascular Reconstruction Using a Deep CNN for Semantic Image Preprocessing and Explicit Segmentation. MLMIR@MICCAI Leila Saadatifard, Aryan Mobiny, Pavel A. Govyadinov, Hien Van Nguyen, David Mayerich
2020	—	`conf`	Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing. iMIMIC/MIL3ID/LABELS@MICCAI Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
2020	—	`conf`	DECAPS: Detail-Oriented Capsule Networks. MICCAI (1) Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Hien Van Nguyen
2020	J	`jnl`	DECAPS: Detail-Oriented Capsule Networks. CoRR Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, Hien Van Nguyen
2020	J	`jnl`	DVNet: A Memory-Efficient Three-Dimensional CNN for Large-Scale Neurovascular Reconstruction. CoRR Leila Saadatifard, Aryan Mobiny, Pavel A. Govyadinov, Hien Van Nguyen, David Mayerich
2020	J	`jnl`	Evaluation of Inference Attack Models for Deep Learning on Medical Data. CoRR Maoqiang Wu, Xinyue Zhang, Jiahao Ding, Hien Van Nguyen, Rong Yu, Miao Pan, Stephen T. Wong
2020	J	`jnl`	Few Is Enough: Task-Augmented Active Meta-Learning for Brain Cell Classification. CoRR Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen
2020	—	`conf`	Few Is Enough: Task-Augmented Active Meta-learning for Brain Cell Classification. MICCAI (1) Pengyu Yuan, Aryan Mobiny, Jahandar Jahanipour, Xiaoyang Li, Pietro Antonio Cicalese, Badrinath Roysam, Vishal M. Patel, Maric Dragan, Hien Van Nguyen
2020	—	`ed.`	Interpretable and Annotation-Efficient Learning for Medical Image Computing - Third International Workshop, iMIMIC 2020, Second International Workshop, MIL3ID 2020, and 5th International Workshop, LABELS 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings iMIMIC/MIL3ID/LABELS@MICCAI Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, José Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani
2020	—	`conf`	Multiple Class Novelty Detection Under Data Distribution Shift. ECCV (7) Poojan Oza, Hien Van Nguyen, Vishal M. Patel
2020	J	`jnl`	Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks. CoRR Aryan Mobiny, Pietro Antonio Cicalese, Samira Zare, Pengyu Yuan, Mohammadsajad Abavisani, Carol C. Wu, Jitesh Ahuja, Patricia M. de Groot, Hien Van Nguyen
2020	J	`jnl`	StyPath: Style-Transfer Data Augmentation For Robust Histology Image Classification. CoRR Pietro Antonio Cicalese, Aryan Mobiny, Pengyu Yuan, Jan Ulrich Becker, Chandra Mohan, Hien Van Nguyen
2020	—	`conf`	StyPath: Style-Transfer Data Augmentation for Robust Histology Image Classification. MICCAI (5) Pietro Antonio Cicalese, Aryan Mobiny, Pengyu Yuan, Jan Ulrich Becker, Chandra Mohan, Hien Van Nguyen
2020	J	`jnl`	Virtual Relay Selection in LTE-V: A Deep Reinforcement Learning Approach to Heterogeneous Data. IEEE Access Xunsheng Du, Hien Van Nguyen, Chunxiao Jiang, Yong Li, F. Richard Yu, Zhu Han
2019	—	`ed.`	Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data - First MICCAI Workshop, DART 2019, and First International Workshop, MIL3ID 2019, Shenzhen, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings DART/MIL3ID@MICCAI Qian Wang, Fausto Milletari, Hien Van Nguyen, Shadi Albarqouni, M. Jorge Cardoso, Nicola Rieke, Ziyue Xu, Konstantinos Kamnitsas, Vishal Patel, Badri Roysam, Steve B. Jiang, S. Kevin Zhou, Khoa Luu, Ngan Le
2019	J	`jnl`	DropConnect Is Effective in Modeling Uncertainty of Bayesian Deep Networks. CoRR Aryan Mobiny, Hien Van Nguyen, Supratik Moulik, Naveen Garg, Carol C. Wu
2019	Misc	`conf`	Surgical Activities Recognition Using Multi-scale Recurrent Networks. ICASSP Ilker Gurcan, Hien Van Nguyen
2018	—	`conf`	Fast CapsNet for Lung Cancer Screening. MICCAI (2) Aryan Mobiny, Hien Van Nguyen
2018	J	`jnl`	Fast CapsNet for Lung Cancer Screening. CoRR Aryan Mobiny, Hien Van Nguyen
2017	—	`ch.`	Deep Networks and Mutual Information Maximization for Cross-Modal Medical Image Synthesis. Deep Learning for Medical Image Analysis Raviteja Vemulapalli, Hien Van Nguyen, Shaohua Kevin Zhou
2017	J	`jnl`	Lung Cancer Screening Using Adaptive Memory-Augmented Recurrent Networks. CoRR Aryan Mobiny, Supratik Moulik, Ilker Gurcan, Tanay Shah, Hien Van Nguyen
2017	—	`conf`	Stacked LSTM Deep Learning Model for Traffic Prediction in Vehicle-to-Vehicle Communication. VTC Fall Xunsheng Du, Huaqing Zhang, Hien Van Nguyen, Zhu Han
2015	J	`jnl`	Coupled Projections for Adaptation of Dictionaries. IEEE Trans. Image Process. Sumit Shekhar, Vishal M. Patel, Hien Van Nguyen, Rama Chellappa
2015	—	`conf`	Cross-Domain Synthesis of Medical Images Using Efficient Location-Sensitive Deep Network. MICCAI (1) Hien Van Nguyen, Shaohua Kevin Zhou, Raviteja Vemulapalli
2015	J	`jnl`	DASH-N: Joint Hierarchical Domain Adaptation and Feature Learning. IEEE Trans. Image Process. Hien Van Nguyen, Huy Tho Ho, Vishal M. Patel, Rama Chellappa
2015	J	`jnl`	Latent Space Sparse and Low-Rank Subspace Clustering. IEEE J. Sel. Top. Signal Process. Vishal M. Patel, Hien Van Nguyen, René Vidal
2015	A*	`conf`	Unsupervised Cross-Modal Synthesis of Subject-Specific Scans. ICCV Raviteja Vemulapalli, Hien Van Nguyen, Shaohua Kevin Zhou
2014	A	`conf`	Max residual classifier. WACV Hien Van Nguyen, Vishal M. Patel
2013	J	`jnl`	A comparison of methods for non-rigid 3D shape retrieval. Pattern Recognit. Zhouhui Lian, Afzal Godil, Benjamin Bustos, Mohamed Daoudi, Jeroen Hermans, Shun Kawamura, Yukinori Kurita, Guillaume Lavoué, Hien Van Nguyen, Ryutarou Ohbuchi, Yuki Ohkita, Yuya Ohishi, Fatih Porikli, Martin Reuter, Ivan Sipiran, Dirk Smeets, Paul Suetens, Hedi Tabia, Dirk Vandermeulen
2013	J	`jnl`	Design of Non-Linear Kernel Dictionaries for Object Recognition. IEEE Trans. Image Process. Hien Van Nguyen, Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa
2013	A*	`conf`	Generalized Domain-Adaptive Dictionaries. CVPR Sumit Shekhar, Vishal M. Patel, Hien Van Nguyen, Rama Chellappa
2013	A*	`conf`	Latent Space Sparse Subspace Clustering. ICCV Vishal M. Patel, Hien Van Nguyen, René Vidal
2013	—	`—`	Non-linear and Sparse Representations for Multi-Modal Recognition. Hien Van Nguyen
2013	J	`jnl`	Support Vector Shape: A Classifier-Based Shape Representation. IEEE Trans. Pattern Anal. Mach. Intell. Hien Van Nguyen, Fatih Porikli
2012	—	`conf`	Design of Non-Linear Discriminative Dictionaries for Image Classification. ACCV (1) Ashish Shrivastava, Hien Van Nguyen, Vishal M. Patel, Rama Chellappa
2012	Misc	`conf`	Kernel dictionary learning. ICASSP Hien Van Nguyen, Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa
2012	—	`conf`	Sparse Embedding: A Framework for Sparsity Promoting Dimensionality Reduction. ECCV (6) Hien Van Nguyen, Vishal M. Patel, Nasser M. Nasrabadi, Rama Chellappa
2011	B	`conf`	Concentric ring signature descriptor for 3D objects. ICIP Hien Van Nguyen, Fatih Porikli
2011	—	`conf`	SHREC '11 Track: Shape Retrieval on Non-rigid 3D Watertight Meshes. 3DOR@Eurographics Zhouhui Lian, Afzal Godil, Benjamin Bustos, Mohamed Daoudi, Jeroen Hermans, Shun Kawamura, Yukinori Kurita, Guillaume Lavoué, Hien Van Nguyen, Ryutarou Ohbuchi, Yuki Ohkita, Yuya Ohishi, Fatih Porikli, Martin Reuter, Ivan Sipiran, Dirk Smeets, Paul Suetens, Hedi Tabia, Dirk Vandermeulen
2010	—	`conf`	Tracking via object reflectance using a hyperspectral video camera. CVPR Workshops Hien Van Nguyen, Amit Banerjee, Rama Chellappa