Viet Luong — accepted AI-conference papers

2026

MnemoDyn: Learning Resting State Dynamics from $40$K FMRI sequences

Sourav Pal, Viet Luong, Hoseok Lee, Tingting Dan, Guorong Wu, Richard Davidson +2

ICLR 2026poster

We present a dynamical-systems based model for resting-state functional magnetic resonance imaging (rs-fMRI), trained on a dataset of roughly $40$K rs-fMRI sequences covering a wide variety of public and available-by-permission datasets. While most existing proposals use transformer backbones, we u…

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2025

SimpleTM: A Simple Baseline for Multivariate Time Series Forecasting

Hui Chen, Viet Luong, Lopamudra Mukherjee, Vikas Singh

ICLR 2025poster

The versatility of large Transformer-based models has led to many efforts focused on adaptations to other modalities, including time-series data. For instance, one could start from a pre-trained checkpoint of a large language model and attach adapters to recast the new modality (e.g., time-series)…

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