| 2026 | ACIIDS | TagFill: Leveraging LLMs for Privacy-Preserving Administrative Form Filling via Semantic Tagging. | Nam Nguyen, Hung Le, Tung Le, Huy Tien Nguyen |
| 2026 | ISIT | Rate-Distortion-Classification Representation Theory for Bernoulli Sources. | Nam Nguyen, Thinh Nguyen, Bella Bose |
| 2025 | ITW | Universal Rate-Distortion-Classification Representations for Lossy Compression. | Nam Nguyen, Thuan Nguyen, Thinh Nguyen, Bella Bose |
| 2025 | QCE | QubiCML: ML-Powered Real-Time Quantum State Discrimination Enabling Mid-Circuit Measurements. | Neel R. Vora, Yilun Xu, Akel Hasim, Neelay Fruitwala, Nam Nguyen, Haoran Liao, Jan Balewski, Abhi D. Rajagopala, Kasra Nowrouzi, Qing Ji, K. Birgitta Whaley, Irfan Siddiqi, Phuc Nguyen, Gang Huang |
| 2024 | KDD | EEG2Rep: Enhancing Self-supervised EEG Representation Through Informative Masked Inputs. | Navid Mohammadi Foumani, Geoffrey Mackellar, Soheila Ghane, Saad Irtza, Nam Nguyen, Mahsa Salehi |
| 2024 | QCE | QubiCML: ML-Powered Real-Time Quantum State Discrimination Enabling Mid-Circuit Measurements. | Neel R. Vora, Yilun Xu, Akel Hasim, Neelay Fruitwala, Nam Nguyen, Haoran Liao, Jan Balewski, Abhi D. Rajagopala, Kasra Nowrouzi, Qing Ji, K. Birgitta Whaley, Irfan Siddiqi, Phuc Nguyen, Gang Huang |
| 2024 | VTC | On Minimizing Symbol Error Probability for Antipodal Beamforming in MIMO Gaussian Wiretap Channels. | Nam Nguyen, An Vuong, Thuan Nguyen, Thinh Nguyen |
| 2024 | VR | 3D Pano Inpainting: Building a VR Environment from a Single Input Panorama. | Shivam Asija, Edward Du, Nam Nguyen, Stefanie Zollmann, Jonathan Ventura |
| 2023 | EMNLP | ViSoBERT: A Pre-Trained Language Model for Vietnamese Social Media Text Processing. | Nam Nguyen, Thang Phan, Duc-Vu Nguyen, Kiet Van Nguyen |
| 2023 | KDD | TSMixer: Lightweight MLP-Mixer Model for Multivariate Time Series Forecasting. | Vijay Ekambaram, Arindam Jati, Nam Nguyen, Phanwadee Sinthong, Jayant Kalagnanam |
| 2022 | IJCNN | TF-GeneNAS: An evolution-based training-free approach to Neural Architecture Search. | Long Doan, Hieu Le, Huy Dang, Long Tran, Dao Hoang Long, Hai Minh Nguyen, Hanh Pham, Nam Nguyen, Ngoc Hoang Luong, Huynh Thi Thanh Binh |
| 2021 | AAAI | Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting. | Nam Nguyen, Brian Quanz |
| 2021 | AMIA | Creation of a Mapped, Machine-Readable Taxonomy to Facilitate Extraction of Social Determinants of Health Data from Electronic Health Records. | Svati B. Patel, Nam Nguyen |
| 2021 | DATE | Automated driving safety - The art of conscious risk taking - minimum lateral distances to pedestrians. | Bert Bddeker, Wilhard von Wendorff, Nam Nguyen, Peter Diehl, Roland Meertens, Rolf Johannson |
| 2021 | EDM | Identifying Hubs in Undergraduate Course Networks Based on Scaled Co-Enrollments. | Gary Weiss, Nam Nguyen, Karla Dominguez, Daniel D. Leeds |
| 2021 | ICDAR | ICDAR 2021 Competition on Historical Map Segmentation. | Joseph Chazalon, Edwin Carlinet, Yizi Chen, Julien Perret, Bertrand Dumnieu, Clment Mallet, Thierry Graud, Vincent Nguyen, Nam Nguyen, Josef Baloun, Ladislav Lenc, Pavel Krl |
| 2020 | AMIA | Feature Importance Determination of a Diabetes Risk Classification Model. | Adetomiwa O. Oguntuga, Jordan Overcash, Gaurika Tyagi, Nam Nguyen |
| 2019 | AMIA | Building a LVEF extraction pipeline for SOAP notes. | Adetomiwa O. Oguntuga, Jordan Overcash, Nam Nguyen |
| 2019 | AMIA | Extracting and Standardizing Social Determinants of Health Diagnosis from Problems List from a Large Ambulatory Electronic Health Record (EHR) Database. | Svati B. Patel, Nam Nguyen |
| 2019 | AMIA | Mapping Unstructured Diagnoses to ICD10 using Natural Language Processing and Web-Scraping. | Theresa C. Sudaria, Nam Nguyen |
| 2019 | ICML | Estimating Information Flow in Deep Neural Networks. | Ziv Goldfeld, Ewout van den Berg, Kristjan H. Greenewald, Igor Melnyk, Nam Nguyen, Brian Kingsbury, Yury Polyanskiy |
| 2019 | IJCNN | Peak Area Detection Network for Directly Learning Phase Regions from Raw X-ray Diffraction Patterns. | Dipendra Jha, Aaron Gilad Kusne, Reda Al-Bahrani, Nam Nguyen, Wei-keng Liao, Alok N. Choudhary, Ankit Agrawal |
| 2018 | AMIA | Extraction of DEXA Lab Values from SOAP Notes using the MITRE Identification Scrubber Toolkit (MIST) to Perform Named Entity Recognition. | Adetomiwa O. Oguntuga, Alan Wilks, Gaurika Tyagi, Nam Nguyen |
| 2018 | AMIA | Machine Learning Assisted Custom Lab Order Sets Creation. | Gaurika Tyagi, Adetomiwa O. Oguntuga, Morgan Harrell, Alina Bogdanov, Nam Nguyen |
| 2018 | ICDM | DE-RNN: Forecasting the Probability Density Function of Nonlinear Time Series. | Kyongmin Yeo, Igor Melnyk, Nam Nguyen, Eun Kyung Lee |
| 2017 | AMIA | Effectiveness of a Cloud-Based EHR Clinical Decision Support Program for Body Mass Index (BMI) Screening and Follow-up. | Shruti Gangadhar, Nam Nguyen, James Pesuit, Alina Bogdanov, Lee Kallenbach, Jessica Ken, Joe Vasey, Richard M. Loomis |
| 2017 | AMIA | Reach and Impact of an EHR Pain Care Clinical Decision Support Program. | Steven E. Labkoff, Christopher Bond, Lee Kallenbach, Nam Nguyen, Shruti Gangadhar, Dan O'Brien |
| 2016 | APLAS | SPEC: An Equivalence Checker for Security Protocols. | Alwen Tiu, Nam Nguyen, Ross Horne |
| 2014 | VTC | A Proposal for Dynamic WLAN Selection for Mobile Data Offloading in Heterogeneous Network. | Nam Nguyen, Takuro Sato |
| 2012 | PSB | SEPP: SATe -Enabled Phylogenetic Placement. | Siavash Mirarab, Nam Nguyen, Tandy J. Warnow |
| 2011 | WSDM | Searchable web sites recommendation. | Yang Song, Nam Nguyen, Li-wei He, Scott Imig, Robert Rounthwaite |
| 2010 | ECAI | Improving Hierarchical Classification with Partial Labels. | Nam Nguyen |
| 2010 | ICDM | A New SVM Approach to Multi-instance Multi-label Learning. | Nam Nguyen |
| 2009 | ICASSP | Sparse beamforming for active underwater electrolocation. | Nam Nguyen, Ingo Wiegand, Douglas L. Jones |
| 2009 | SIGIR | Refined experts: improving classification in large taxonomies. | Paul N. Bennett, Nam Nguyen |
| 2008 | ICPR | Boosting performance for 2D Linear Discriminant Analysis via regression. | Nam Nguyen, Wanquan Liu, Svetha Venkatesh |
| 2008 | KDD | Classification with partial labels. | Nam Nguyen, Rich Caruana |
| 2008 | LCN | Improving information availability in storage-centric sensor networks. | Nam Nguyen, Sudha Krishnamurthy, Peng Xie, Douglas L. Jones |
| 2007 | ICDM | Consensus Clusterings. | Nam Nguyen, Rich Caruana |
| 2007 | ICML | Comparisons of sequence labeling algorithms and extensions. | Nam Nguyen, Yunsong Guo |
| 2006 | ICDM | Meta Clustering. | Rich Caruana, Mohamed Farid Elhawary, Nam Nguyen, Casey Smith |
| 2005 | BMVC | Discovery of Activity Structures using the Hierarchical Hidden Markov Model. | Nam Nguyen, Svetha Venkatesh |