| 2025 | AISTATS | Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts. | Fanqi Yan, Huy Nguyen, Le Quang Dung, Pedram Akbarian, Nhat Ho |
| 2025 | CVPR | AG-VPReID: A Challenging Large-Scale Benchmark for Aerial-Ground Video-based Person Re-Identification. | Huy Nguyen, Kien Nguyen, Akila Pemasiri, Feng Liu, Sridha Sridharan, Clinton Fookes |
| 2025 | ICLR | Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts. | Minh Le, Chau Nguyen, Huy Nguyen, Quyen Tran, Trung Le, Nhat Ho |
| 2025 | ICLR | Statistical Advantages of Perturbing Cosine Router in Mixture of Experts. | Huy Nguyen, Pedram Akbarian, Huyen Trang Pham, Thien Trang Nguyen Vu, Shujian Zhang, Nhat Ho |
| 2025 | ICML | On Zero-Initialized Attention: Optimal Prompt and Gating Factor Estimation. | Nghiem Tuong Diep, Huy Nguyen, Chau Nguyen, Minh Le, Duy Minh Ho Nguyen, Daniel Sonntag, Mathias Niepert, Nhat Ho |
| 2025 | ICML | RepLoRA: Reparameterizing Low-rank Adaptation via the Perspective of Mixture of Experts. | Tuan Truong, Chau Nguyen, Huy Nguyen, Minh Le, Trung Le, Nhat Ho |
| 2025 | IROS | GraspMAS: Zero-Shot Language-driven Grasp Detection with Multi-Agent System. | Quang Nguyen, Tri Le, Huy Nguyen, Thieu Vo, Tung D. Ta, Baoru Huang, Minh Nhat Vu, Anh Nguyen |
| 2025 | SIGMOD | Unified Lineage System: Tracking Data Provenance at Scale. | Gabriela Jacques-Silva, Evangelia Kalyvianaki, Katriel Cohn-Gordon, Adham Meguid, Huy Nguyen, Danny Ben-David, Carl Nayak, Varun Saravagi, George Stasa, Ioannis Papagiannis, David Taeb, Kalkidan Tamirat, Haiyang Wu, Bo Xi, Taining Zhang, Qi Zhou |
| 2024 | AISTATS | On Parameter Estimation in Deviated Gaussian Mixture of Experts. | Huy Nguyen, Khai Nguyen, Nhat Ho |
| 2024 | AISTATS | Towards Convergence Rates for Parameter Estimation in Gaussian-gated Mixture of Experts. | Huy Nguyen, TrungTin Nguyen, Khai Nguyen, Nhat Ho |
| 2024 | ICASSP | Fast Approximation of the Generalized Sliced-Wasserstein Distance. | Dung Le, Huy Nguyen, Khai Nguyen, Trang Nguyen, Nhat Ho |
| 2024 | ICLR | Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts. | Huy Nguyen, Pedram Akbarian, Fanqi Yan, Nhat Ho |
| 2024 | ICML | Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts? | Huy Nguyen, Pedram Akbarian, Nhat Ho |
| 2024 | ICML | A General Theory for Softmax Gating Multinomial Logistic Mixture of Experts. | Huy Nguyen, Pedram Akbarian, TrungTin Nguyen, Nhat Ho |
| 2024 | ICML | On Least Square Estimation in Softmax Gating Mixture of Experts. | Huy Nguyen, Nhat Ho, Alessandro Rinaldo |
| 2024 | MSR | Encoding Version History Context for Better Code Representation. | Huy Nguyen, Christoph Treude, Patanamon Thongtanunam |
| 2023 | EMNLP | A Spectral Viewpoint on Continual Relation Extraction. | Huy Nguyen, Chien Nguyen, Linh Ngo Van, Anh Tuan Luu, Thien Huu Nguyen |
| 2023 | EMNLP | Transitioning Representations between Languages for Cross-lingual Event Detection via Langevin Dynamics. | Chien Nguyen, Huy Nguyen, Franck Dernoncourt, Thien Huu Nguyen |
| 2023 | ICLR | Hierarchical Sliced Wasserstein Distance. | Khai Nguyen, Tongzheng Ren, Huy Nguyen, Litu Rout, Tan Nguyen, Nhat Ho |
| 2023 | IJCNN | A Robust Ensemble Regression Model for Reconstructing Genetic Networks. | Hasini Nakulugamuwa Gamage, Madhu Chetty, Suryani Lim, Jennifer Hallinan, Huy Nguyen |
| 2023 | WACV | PP4AV: A benchmarking Dataset for Privacy-preserving Autonomous Driving. | Linh Trinh, Phuong Pham, Hoang Trinh, Nguyen Bach, Dung Nguyen, Giang Nguyen, Huy Nguyen |
| 2022 | AISTATS | On Multimarginal Partial Optimal Transport: Equivalent Forms and Computational Complexity. | Khang Le, Huy Nguyen, Khai Nguyen, Tung Pham, Nhat Ho |
| 2022 | ICML | Entropic Gromov-Wasserstein between Gaussian Distributions. | Khang Le, Dung Q. Le, Huy Nguyen, Dat Do, Tung Pham, Nhat Ho |
| 2022 | Interspeech | Automatic Mean Opinion Score Estimation with Temporal Modulation Features on Gammatone Filterbank for Speech Assessment. | Huy Nguyen, Kai Li, Masashi Unoki |
| 2021 | ACIIDS | Simulation and Experiment in Solving Inverse Kinematic for Human Upper Limb by Using Optimization Algorithm. | Trung Nguyen, Huy Nguyen, Khai Dang, Phuong Nguyen, Ha Pham, Anh Bui |
| 2020 | ICRA | Development of a Robotic System for Automated Decaking of 3D-Printed Parts. | Huy Nguyen, Nicholas Adrian, Joyce Xin-Yan Lim, Jonathan M. Salfity, William Allen, Quang-Cuong Pham |
| 2019 | SIGCSE | Using an Intelligent Tutoring System to Teach Red Black Trees. | Chun Wai Liew, Huy Nguyen |
| 2019 | SoMeT | IPMLB: A Machine Learning Framework for Indoor Positioning Using Beacons. | Han Cao, Binh T. Nguyen, Huy Nguyen, Thanh Pham, Lam Do |
| 2018 | EDM | Using Student Logs to Build Bayesian Models of Student Knowledge and Skills. | Huy Nguyen, Chun Wai Liew |
| 2018 | Interspeech | Liulishuo's System for the Spoken CALL Shared Task 2018. | Huy Nguyen, Lei Chen, Ramon Prieto, Chuan Wang, Yang Liu |
| 2018 | ITS | Determining What the Student Understands - Assessment in an Unscaffolded Environment. | Chun Wai Liew, Huy Nguyen |
| 2017 | AIED | Assessing Student Answers to Balanced Tree Problems. | Chun Wai Liew, Huy Nguyen, Darren J. Norton |
| 2016 | ACL | Context-aware Argumentative Relation Mining. | Huy Nguyen, Diane J. Litman |
| 2016 | ECCV | LOH and Behold: Web-Scale Visual Search, Recommendation and Clustering Using Locally Optimized Hashing. | Yannis Kalantidis, Lyndon Kennedy, Huy Nguyen, Clayton Mellina, David A. Shamma |
| 2016 | FlAIRS | Improving Argument Mining in Student Essays by Learning and Exploiting Argument Indicators versus Essay Topics. | Huy Nguyen, Diane J. Litman |
| 2016 | NAACL | Instant Feedback for Increasing the Presence of Solutions in Peer Reviews. | Huy Nguyen, Wenting Xiong, Diane J. Litman |
| 2015 | NAACL | Extracting Argument and Domain Words for Identifying Argument Components in Texts. | Huy Nguyen, Diane J. Litman |
| 2014 | ITS | Classroom Evaluation of a Scaffolding Intervention for Improving Peer Review Localization. | Huy Nguyen, Wenting Xiong, Diane J. Litman |
| 2011 | GLOBECOM | Binary Blind Identification of Wireless Transmission Technologies for Wide-Band Spectrum Monitoring. | Huy Nguyen, Nam Tuan Nguyen, Guanbo Zheng, Zhu Han, Rong Zheng |
| 2009 | ACIIDS | A Novel Algorithm for Mining High Utility Itemsets. | Bac Le, Huy Nguyen, Tung Anh Cao, Bay Vo |
| 2009 | KES | Parallel Method for Mining High Utility Itemsets from Vertically Partitioned Distributed Databases. | Bay Vo, Huy Nguyen, Tu Bao Ho, Bac Le |
| 2005 | IGARSS | SAR imaging of a forested area based on a coherent 3-D model of wave scattering: application to remote sensing of a hidden target in VHF band. | Huy Nguyen, Helene Roussel, Walid Tabbara |
| 2004 | IGARSS | Simulation of SAR images of a forested area based on a 3-D full-wave model of wave scattering. | Huy Nguyen, Helene Roussel, Walid Tabbara |
| 2003 | CoNLL | Named Entity Recognition with Character-Level Models. | Dan Klein, Joseph Smarr, Huy Nguyen, Christopher D. Manning |
| 2003 | IGARSS | Radar remote sensing of forests at low frequencies: a 3D electromagnetic scattering model. | D. de Badereau, Huy Nguyen, Helene Roussel, Walid Tabbara |
| 2002 | COLING | Automatic Semantic Grouping in a Spoken Language User Interface Toolkit. | Hassan Alam, Hua Cheng, Rachmat Hartono, Aman Kumar, Paul Llido, Crystal Nakatsu, Huy Nguyen, Fuad Rahman, Yuliya Tarnikova, Timotius Tjahjadi, Che Wilcox |
| 2002 | IOLTS | Design of Real-Number Checksum Codes Using Shared Partial Computation for CED in Linear DSP Systems. | Huy Nguyen, Abhijit Chatterjee |
| 1999 | IPCCC | AltiVec | Jon Tyler, Jeff Lent, Anh Mather, Huy Nguyen |
| 1999 | ICS | Exploiting SIMD parallelism in DSP and multimedia algorithms using the AltiVec technology. | Huy Nguyen, Lizy Kurian John |
| 1998 | VLSID | Partial Reset Methodologies for Improving Random-Pattern Testability and BIST of Sequential Circuits. | Huy Nguyen, Rabindra K. Roy, Abhijit Chatterjee |
| 1997 | VLSID | Impact of Partial Reset on Fault Independent Testing and BIST. | Huy Nguyen, Abhijit Chatterjee, Rabindra K. Roy |
| 1997 | RSP | Divide and conquer approach to functional verification of PowerPC | Charles Roth, Jon Tyler, Paul Jagodik, Huy Nguyen |