| 2026 | INFOCOM | Mixing Matrix Design for Energy-efficient Decentralized Federated Learning. | Xusheng Zhang, Tuan Nguyen, Ting He |
| 2025 | AISTATS | HAVER: Instance-Dependent Error Bounds for Maximum Mean Estimation and Applications to Q-Learning and Monte Carlo Tree Search. | Tuan Nguyen, Jay Barrett, Kwang-Sung Jun |
| 2025 | ASRU | AsyncSwitch: Asynchronous Text-Speech Adaptation for Code-Switched ASR. | Tuan Nguyen, Huy-Dat Tran |
| 2025 | ICCCN | Communication Optimization for Decentralized Learning atop Bandwidth-limited Edge Networks. | Tingyang Sun, Tuan Nguyen, Ting He |
| 2025 | IJCAI | TRIKOP: Exploring Visual Prompting Paradigms for Multi-Grade Knee Osteoarthritis Classification on MRI Images. | Hieu Phan, Hung Pham, Dat Nguyen, Khoa Le, Tuan Nguyen, Triet Tran, Tho Quan |
| 2025 | Interspeech | Acoustic scattering AI for non-invasive object classifications: A case study on hair assessment. | Long-Vu Hoang, Tuan Nguyen, Huy Dat Tran |
| 2025 | Interspeech | Can we train ASR systems on Code-switch without real code-switch data? Case study for Singapore's languages. | Tuan Nguyen, Huy Dat Tran |
| 2024 | AISTATS | From Coupled Oscillators to Graph Neural Networks: Reducing Over-smoothing via a Kuramoto Model-based Approach. | Tuan Nguyen, Hirotada Honda, Takashi Sano, Vinh Nguyen, Shugo Nakamura, Tan Minh Nguyen |
| 2024 | COLING | Exploring Pathological Speech Quality Assessment with ASR-Powered Wav2Vec2 in Data-Scarce Context. | Tuan Nguyen, Corinne Fredouille, Alain Ghio, Mathieu Balaguer, Virginie Woisard |
| 2024 | ECCV | DiffAugment: Diffusion Based Long-Tailed Visual Relationship Recognition. | Parul Gupta, Tuan Nguyen, Abhinav Dhall, Munawar Hayat, Trung Le, Thanh-Toan Do |
| 2024 | EMNLP | CARER - ClinicAl Reasoning-Enhanced Representation for Temporal Health Risk Prediction. | Tuan Nguyen, Thanh Trung Huynh, Minh Hieu Phan, Quoc Viet Hung Nguyen, Phi Le Nguyen |
| 2024 | Interspeech | LingWav2Vec2: Linguistic-augmented wav2vec 2.0 for Vietnamese Mispronunciation Detection. | Tuan Nguyen, Huy Dat Tran |
| 2024 | Interspeech | Temporal-Channel Modeling in Multi-head Self-Attention for Synthetic Speech Detection. | Duc-Tuan Truong, Ruijie Tao, Tuan Nguyen, Hieu-Thi Luong, Kong Aik Lee, Eng Siong Chng |
| 2024 | ICTAI | Linear Algebraic Partial Evaluation of Logic Programs. | Tuan Nguyen, Katsumi Inoue, Chiaki Sakama |
| 2024 | MOBIHOC | Active Learning for WBAN-based Health Monitoring. | Cho-Chun Chiu, Tuan Nguyen, Ting He, Shiqiang Wang, Beom-Su Kim, Ki-Il Kim |
| 2024 | WWW | Towards Efficient Communication and Secure Federated Recommendation System via Low-rank Training. | Ngoc-Hieu Nguyen, Tuan-Anh Nguyen, Tuan Nguyen, Vu Tien Hoang, Dung D. Le, Kok-Seng Wong |
| 2023 | GLOBECOM | Server and Route Selection Optimization for Knowledge-Defined Distributed Network Based on Gambling Theory and LSTM Neural Networks. | Son Duong, Tuan Nguyen, Nam-Thang Hoang, Van Tong, Hai Anh Tran, Giang Nguyen, Abdelhamid Mellouk, Truong X. Tran |
| 2023 | GLOBECOM | Multi Service-Oriented Routing Mechanism for Heterogeneous Multi-Domain Software-Defined Networking. | Tuan Nguyen, Hoang Ngo, Trung Pham, Nam-Thang Hoang, Van Tong, Hai Anh Tran, Giang Nguyen, Abdelhamid Mellouk, Truong X. Tran |
| 2023 | ICASSP | Federated Learning for ASR Based on wav2vec 2.0. | Tuan Nguyen, Salima Mdhaffar, Natalia A. Tomashenko, Jean-Franois Bonastre, Yannick Estve |
| 2023 | PAKDD | MixER: MLP-Mixer Knowledge Graph Embedding for Capturing Rich Entity-Relation Interactions in Link Prediction. | Thanh Le, An Pham, Tho Chung, Truong Nguyen, Tuan Nguyen, Bac Le |
| 2022 | EMNLP | The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models. | Eldar Kurtic, Daniel Campos, Tuan Nguyen, Elias Frantar, Mark Kurtz, Benjamin Fineran, Michael Goin, Dan Alistarh |
| 2022 | ICIAP | Spatial-Temporal Autoencoder with Attention Network for Video Compression. | Neetu Sigger, Naseer Al-Jawed, Tuan Nguyen |
| 2022 | UAI | Cycle class consistency with distributional optimal transport and knowledge distillation for unsupervised domain adaptation. | Tuan Nguyen, Van Nguyen, Trung Le, He Zhao, Quan Hung Tran, Dinh Q. Phung |
| 2021 | ICCV | STEM: An approach to Multi-source Domain Adaptation with Guarantees. | Van-Anh Nguyen, Tuan Nguyen, Trung Le, Quan Hung Tran, Dinh Phung |
| 2021 | ICML | LAMDA: Label Matching Deep Domain Adaptation. | Trung Le, Tuan Nguyen, Nhat Ho, Hung Bui, Dinh Phung |
| 2021 | ICMLA | SP-GPT2: Semantics Improvement in Vietnamese Poetry Generation. | Tuan Nguyen, Phong Nguyen, Hanh Pham, Truong Bui, Tan Nguyen, Duc Luong |
| 2021 | IJCAI | TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport. | Tuan Nguyen, Trung Le, Nhan Dam, Quan Hung Tran, Truyen Nguyen, Dinh Q. Phung |
| 2021 | UAI | Most: multi-source domain adaptation via optimal transport for student-teacher learning. | Tuan Nguyen, Trung Le, He Zhao, Quan Hung Tran, Truyen Nguyen, Dinh Q. Phung |
| 2020 | ACL | A Relational Memory-based Embedding Model for Triple Classification and Search Personalization. | Dai Quoc Nguyen, Tuan Nguyen, Dinh Phung |
| 2020 | PAKDD | Deep Cost-Sensitive Kernel Machine for Binary Software Vulnerability Detection. | Tuan Nguyen, Trung Le, Khanh Nguyen, Olivier Y. de Vel, Paul Montague, John C. Grundy, Dinh Phung |
| 2019 | ICDM | A Pattern-Based Mining System for Exploring Displacement Field Time Series. | Tuan Nguyen, Nicolas Mger, Christophe Rigotti, Catherine Pothier, Noel Gourmelen, Emmanuel Trouv |
| 2019 | ICLR | Maximal Divergence Sequential Autoencoder for Binary Software Vulnerability Detection. | Tue Le, Tuan Nguyen, Trung Le, Dinh Q. Phung, Paul Montague, Olivier Y. de Vel, Lizhen Qu |
| 2019 | SIGGRAPH | Optimizing large scale crowds in ralph breaks the internet. | Josh Richards, Le Joyce Tong, Moe El-Ali, Tuan Nguyen |
| 2018 | IGARSS | Finding Complementary and Reliable Patterns in Displacement Field Time Series of Alpine Glaciers. | Tuan Nguyen, Nicolas Mger, Christophe Rigotti, Catherine Pothier, Emmanuel Trouv, Jean-Louis Mugnier |
| 2018 | MSR | "Automatically assessing code understandability" reanalyzed: combined metrics matter. | Asher Trockman, Keenen Cates, Mark Mozina, Tuan Nguyen, Christian Kstner, Bogdan Vasilescu |
| 2016 | IJCNN | Fuzzy Kernel Stochastic Gradient Descent machines. | Tuan Nguyen, Phuong Duong, Trung Le, Anh Le, Viet Ngo, Dat Tran, Wanli Ma |
| 2016 | SIGGRAPH | Zootopia crowd pipeline. | Moe El-Ali, Le Joyce Tong, Josh Richards, Tuan Nguyen, Alberto Luceo Ros, Norman Moses Joseph |
| 2014 | ICPR | Tracking Using Multiple Linear Searches and Motion Direction Sampling. | Tuan Nguyen, Tony P. Pridmore |
| 2014 | RCIS | Standards compliance helps value creation in agile projects. | Zornitza Bakalova, Maya Daneva, Tuan Nguyen |
| 2012 | IIWAS | The UITK: towards the designing a ubiquitous soft keyboard for disabled people. | Tuan Nguyen, Duc-Anh Le, Thanh-Vinh Dang, Tuan-Anh Nguyen |
| 2012 | ICWS | Enabling the Delivery of Customizable Web Services. | Tuan Nguyen, Alan W. Colman, Jun Han |
| 2011 | ICSOC | Modeling and Managing Variability in Process-Based Service Compositions. | Tuan Nguyen, Alan W. Colman, Jun Han |
| 2011 | WISE | A Web Services Variability Description Language (WSVL) for Business Users Oriented Service Customization. | Tuan Nguyen, Alan W. Colman, Jun Han |
| 2010 | ICWS | A Feature-Oriented Approach for Web Service Customization. | Tuan Nguyen, Alan W. Colman |
| 2010 | SPLC | Requirements for Evolvable Dynamic Software Product Lines. | Muhammad Adeel Talib, Tuan Nguyen, Alan W. Colman, Jun Han |
| 1997 | ICASSP | CMA beamforming for multipath correlated sources. | Tuan Nguyen, Zhi Ding |
| 1997 | ICRA | The BUGS "Basic UXO Gathering System" project for UXO clearance & mine countermeasures. | Christopher K. DeBolt, Chris O'Donnell, Craig Freed, Tuan Nguyen |