Understanding Power of Graph Convolutional Neural Network on Discriminating Human EEG Signal. - Tina Behrouzi; Dimitrios Hatzinakos (CCECE, 2021)

Graph variational auto-encoder for deriving EEG-based graph embedding. - Tina Behrouzi; Dimitrios Hatzinakos (Pattern Recognit., 2022)

Dynamic Interpretable Change Point Detection for Physiological Data Analysis. - Jennifer Yu; Tina Behrouzi; Kopal Garg; Anna Goldenberg; Sana Tonekaboni (ML4H@NeurIPS, 2023)

Multimodal movie genre classification using recurrent neural network. - Tina Behrouzi; Ramin Toosi; Mohammad Ali Akhaee (Multim. Tools Appl., 2023)

HDP-Flow: Generalizable Bayesian Nonparametric Model for Time Series State Discovery. - Sana Tonekaboni; Tina Behrouzi; Addison Weatherhead; Emily B. Fox; David M. Blei; Anna Goldenberg (UAI, 2025)

Maskrenderer: 3D-infused multi-mask realistic face reenactment. - Tina Behrouzi; Atefeh Shahroudnejad; Payam Mousavi (Pattern Recognit., 2025)

DynaSubVAE: Adaptive Subgrouping for Scalable and Robust OOD Detection. - Tina Behrouzi; Sana Tonekaboni; Rahul G. Krishnan; Anna Goldenberg (CoRR, 2025)