Attend and Decode: 4D fMRI Task State Decoding Using Attention Models. - Sam Nguyen; Brenda Ng; Alan David Kaplan; Priyadip Ray (ML4H@NeurIPS, 2020)

End-to-End Framework for Imputation and State Discovery in Longitudinal Energy Data. - Alexander Ladd; Kwan Ho Ryan Chan; Sam Nguyen; Jose Cadena; Brenda Ng (e-Energy, 2021)

Grid Search Hyperparameter Benchmarking of BERT, ALBERT, and LongFormer on DuoRC. - Alex John Quijano; Sam Nguyen; Juanita Ordonez (CoRR, 2021)

Latent Space Simulation for Carbon Capture Design Optimization. - Brian R. Bartoldson; Rui Wang; Yucheng Fu; David P. Widemann; Sam Nguyen; Jie Bao; Zhijie Xu; Brenda Ng (AAAI, 2022)

Dynamic modeling of hospitalized COVID-19 patients reveals disease state-dependent risk factors. - Braden C. Soper; Jose Cadena; Sam Nguyen; Kwan Ho Ryan Chan; Paul Kiszka; Lucas Aaron Womack; Mark Work; Joan M. Duggan; Steven T. Haller; Jennifer A. Hanrahan; David J. Kennedy; Deepa Mukundan; et al. (J. Am. Medical Informatics Assoc., 2022)

Speech Few-Shot Learning for Language Learners' Speech Recognition. - Jian Cheng; Sam Nguyen (ICASSP, 2025)

Ace-CEFR - A Dataset for Automated Evaluation of the Linguistic Difficulty of Conversational Texts for LLM Applications. - David Kogan; Max Schumacher; Sam Nguyen; Masanori Suzuki; Melissa Smith; Chloe Sophia Bellows; Jared Bernstein (CoRR, 2025)