| 2025 | ICML | Adaptive Estimation and Learning under Temporal Distribution Shift. | Dheeraj Baby, Yifei Tang, Hieu Duy Nguyen, Yu-Xiang Wang, Rohit Pyati |
| 2024 | ICASSP | Max-Margin Transducer Loss: Improving Sequence-Discriminative Training Using a Large-Margin Learning Strategy. | Rupak Vignesh Swaminathan, Grant P. Strimel, Ariya Rastrow, Sri Harish Mallidi, Kai Zhen, Hieu Duy Nguyen, Nathan Susanj, Athanasios Mouchtaris |
| 2022 | Interspeech | Sub-8-Bit Quantization Aware Training for 8-Bit Neural Network Accelerator with On-Device Speech Recognition. | Kai Zhen, Hieu Duy Nguyen, Raviteja Chinta, Nathan Susanj, Athanasios Mouchtaris, Tariq Afzal, Ariya Rastrow |
| 2021 | ICASSP | Sparsification via Compressed Sensing for Automatic Speech Recognition. | Kai Zhen, Hieu Duy Nguyen, Feng-Ju Chang, Athanasios Mouchtaris, Ariya Rastrow |
| 2020 | ICASSP | Multilingual Grapheme-To-Phoneme Conversion with Byte Representation. | Mingzhi Yu, Hieu Duy Nguyen, Alex Sokolov, Jack Lepird, Kanthashree Mysore Sathyendra, Samridhi Choudhary, Athanasios Mouchtaris, Siegfried Kunzmann |
| 2020 | Interspeech | Quantization Aware Training with Absolute-Cosine Regularization for Automatic Speech Recognition. | Hieu Duy Nguyen, Anastasios Alexandridis, Athanasios Mouchtaris |
| 2017 | GLOBECOM | A High Bit-Rate Shared Key Generator with Time-Frequency Features of Wireless Channels. | Sumei Sun, Yongdong Wu, Boon Shyang Lim, Hieu Duy Nguyen |
| 2015 | GLOBECOM | Joint Decoding and Adaptive Compression with QoS Constraint for Uplinks in Cloud Radio Access Networks. | Thang X. Vu, Tony Q. S. Quek, Hieu Duy Nguyen |
| 2014 | GLOBECOM | On design of improper signaling for ser minimization in K-user interference channel. | Hieu Duy Nguyen, Rui Zhang, Sumei Sun |
| 2014 | GLOBECOM | Linear precoder for codeword error minimization in MIMO systems with channel estimation errors. | Boon Sim Thian, Hieu Duy Nguyen, Sumei Sun |
| 2013 | WCNC | Effect of receive spatial diversity on the degrees of freedom region in multi-cell random beamforming. | Hieu Duy Nguyen, Rui Zhang, Hon Tat Hui |
| 2012 | ICASSP | Degrees of freedom region in multi-cell random beamforming. | Hieu Duy Nguyen, Rui Zhang, Hon Tat Hui |