| 2025 | ICML | TabFlex: Scaling Tabular Learning to Millions with Linear Attention. | Yuchen Zeng, Tuan Dinh, Wonjun Kang, Andreas C. Mueller |
| 2023 | ASRU | Low-Rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition. | Yu Yu, Chao-Han Huck Yang, Jari Kolehmainen, Prashanth Gurunath Shivakumar, Yile Gu, Sungho Ryu, Roger Ren, Qi Luo, Aditya Gourav, I-Fan Chen, Yi-Chieh Liu, Tuan Dinh, Ankur Gandhe, Denis Filimonov, Shalini Ghosh, Andreas Stolcke, Ariya Rastrow, Ivan Bulyko |
| 2022 | EMNLP | Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment. | Tuan Dinh, Jy-yong Sohn, Shashank Rajput, Timothy Ossowski, Yifei Ming, Junjie Hu, Dimitris S. Papailiopoulos, Kangwook Lee |
| 2022 | MOBICOM | PROS: an efficient pattern-driven compressive sensing framework for low-power biopotential-based wearables with on-chip intelligence. | Nhat Pham, Hong Jia, Minh Tran, Tuan Dinh, Nam Bui, Young D. Kwon, Dong Ma, Phuc Nguyen, Cecilia Mascolo, Tam Vu |
| 2021 | ICML | Coded-InvNet for Resilient Prediction Serving Systems. | Tuan Dinh, Kangwook Lee |
| 2020 | Interspeech | Increasing the Intelligibility and Naturalness of Alaryngeal Speech Using Voice Conversion and Synthetic Fundamental Frequency. | Tuan Dinh, Alexander Kain, Robin Samlan, Beiming Cao, Jun Wang |
| 2020 | Interspeech | Improving Speech Intelligibility Through Speaker Dependent and Independent Spectral Style Conversion. | Tuan Dinh, Alexander Kain, Kris Tjaden |
| 2020 | Mobisys | WAKE: a behind-the-ear wearable system for microsleep detection. | Nhat Pham, Tuan Dinh, Zohreh Raghebi, Taeho Kim, Nam Bui, Phuc Nguyen, Hoang Truong, Farnoush Banaei Kashani, Ann C. Halbower, Thang N. Dinh, Tam Vu |
| 2019 | AAAI | Explicitly Imposing Constraints in Deep Networks via Conditional Gradients Gives Improved Generalization and Faster Convergence. | Sathya N. Ravi, Tuan Dinh, Vishnu Suresh Lokhande, Vikas Singh |
| 2019 | Interspeech | Using a Manifold Vocoder for Spectral Voice and Style Conversion. | Tuan Dinh, Alexander Kain, Kris Tjaden |