ViT-HGR: Vision Transformer-based Hand Gesture Recognition from High Density Surface EMG Signals. - Mansooreh Montazerin; Soheil Zabihi; Elahe Rahimian; Arash Mohammadi 001; Farnoosh Naderkhani (EMBC, 2022)

Transformer-based Hand Gesture Recognition via High-Density EMG Signals: From Instantaneous Recognition to Fusion of Motor Unit Spike Trains. - Mansooreh Montazerin; Elahe Rahimian; Farnoosh Naderkhani; Seyed Farokh Atashzar; Svetlana N. Yanushkevich; Arash Mohammadi 001 (CoRR, 2022)

HYDRA-HGR: A Hybrid Transformer-Based Architecture for Fusion of Macroscopic and Microscopic Neural Drive Information. - Mansooreh Montazerin; Elahe Rahimian; Farnoosh Naderkhani; Seyed Farokh Atashzar; Hamid Alinejad-Rokny; Arash Mohammadi 001 (ICASSP, 2023)

Spiking Neural Networks for sEMG-Based Hand Gesture Recognition. - Mansooreh Montazerin; Farnoosh Naderkhani; Arash Mohammadi 001 (SMC, 2023)

Global Prediction of COVID-19 Variant Emergence Using Dynamics-Informed Graph Neural Networks. - Majd Al Aawar; Srikar Mutnuri; Mansooreh Montazerin; Ajitesh Srivastava (CoRR, 2024)

Simultaneous Weight and Architecture Optimization for Neural Networks. - Zitong Huang; Mansooreh Montazerin; Ajitesh Srivastava (CoRR, 2024)

Dynamics-Based Feature Augmentation of Graph Neural Networks for Variant Emergence Prediction. - Majd Al Aawar; Srikar Mutnuri; Mansooreh Montazerin; Ajitesh Srivastava (AAAI, 2025)

Sparse Interpretable Deep Learning with LIES Networks for Symbolic Regression. - Mansooreh Montazerin; Majd Al Aawar; Antonio Ortega; Ajitesh Srivastava (CoRR, 2025)

SWAT-NN: Simultaneous Weights and Architecture Training for Neural Networks in a Latent Space. - Zitong Huang; Mansooreh Montazerin; Ajitesh Srivastava (CoRR, 2025)