| 2026 | ICAART | Ontology-Based Framework for Real Estate Investment Recommendation through Expert Knowledge and Market Data. | Sang Vu, Quang Thi, Thuan Nguyen, Diem Nguyen, Hien D. Nguyen |
| 2025 | ITW | Universal Rate-Distortion-Classification Representations for Lossy Compression. | Nam Nguyen, Thuan Nguyen, Thinh Nguyen, Bella Bose |
| 2024 | CogSci | Assessment of Multiple Systemic Human Cognitive States using Pupillometry. | Ayca Aygun, Thuan Nguyen, Matthias Scheutz |
| 2024 | ICMLA | On Contrastive Learning for Domain Generalization. | Thuan Nguyen, D. Richard Brown |
| 2024 | IJCNN | Supervised Contrastive Learning with Hard Negative Samples. | Ruijie Jiang, Thuan Nguyen, Prakash Ishwar, Shuchin Aeron |
| 2024 | VTC | On Minimizing Symbol Error Probability for Antipodal Beamforming in MIMO Gaussian Wiretap Channels. | Nam Nguyen, An Vuong, Thuan Nguyen, Thinh Nguyen |
| 2023 | ICASSP | A Principled Approach to Model Validation in Domain Generalization. | Boyang Lyu, Thuan Nguyen, Matthias Scheutz, Prakash Ishwar, Shuchin Aeron |
| 2023 | VTC | Capacity achieving quantizer design for multiple-input multiple-output thresholding channels. | An Vuong, Thuan Nguyen, Thinh Nguyen |
| 2022 | ICMI | Cognitive Workload Assessment via Eye Gaze and EEG in an Interactive Multi-Modal Driving Task. | Ayca Aygun, Boyang Lyu, Thuan Nguyen, Zachary Haga, Shuchin Aeron, Matthias Scheutz |
| 2022 | ICMLA | Trade-off between reconstruction loss and feature alignment for domain generalization. | Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron |
| 2022 | ICPR | Conditional entropy minimization principle for learning domain invariant representation features. | Thuan Nguyen, Boyang Lyu, Prakash Ishwar, Matthias Scheutz, Shuchin Aeron |
| 2021 | ICASSP | Constant Approximation Algorithm for Minimizing Concave Impurity. | Thuan Nguyen, Hoang Le, Thinh Nguyen |
| 2021 | ICASSP | Minimizing Weighted Concave Impurity Partition Under Constraints. | Thuan Nguyen, Thinh Nguyen |
| 2021 | ISIT | Optimal Thresholding Quantizer Maximizing Mutual Information of Discrete Multiple-Input Continuous One-Bit Output Quantization. | Thuan Nguyen, Thinh Nguyen |
| 2020 | GLOBECOM | Communication-Channel Optimized Impurity Partition. | Thuan Nguyen, Thinh Nguyen |
| 2020 | ICASSP | A Linear Time Partitioning Algorithm for Frequency Weighted Impurity Functions. | Thuan Nguyen, Thinh Nguyen |
| 2020 | ISIT | Structure of Optimal Quantizer for Binary-Input Continuous-Output Channels with Output Constraints. | Thuan Nguyen, Thinh Nguyen |
| 2020 | VTC | Thresholding Quantizer Design for Mutual Information Maximization Under Output Constraint. | Thuan Nguyen, Thinh Nguyen |
| 2020 | VTC | On Thresholding Quantizer Design for Mutual Information Maximization: Optimal Structures and Algorithms. | Thuan Nguyen, Thinh Nguyen |
| 2018 | VTC | On the Capacities of Discrete Memoryless Thresholding Channels. | Thuan Nguyen, Yu-Jung Chu, Thinh Nguyen |
| 2018 | VTC | On Closed Form Capacities of Discrete Memoryless Channels. | Thuan Nguyen, Thinh Nguyen |
| 2017 | VTC | Embedded Coding Techniques for FSO Communication. | Thuan Nguyen, Thinh Nguyen |
| 2017 | VTC | On Achievable Rate Region Using Location Assisted Coding (LAC) for FSO Communication. | Thuan Nguyen, Duong Nguyen-Huu, Thinh Nguyen |