Behrouz, Ali

16 publications

ICML 2025 Best of Both Worlds: Advantages of Hybrid Graph Sequence Models Ali Behrouz, Ali Parviz, Mahdi Karami, Clayton Sanford, Bryan Perozzi, Vahab Mirrokni

ICLRW 2025 Effectively Designing 2-Dimensional Sequence Models for Multivariate Time Series Daniel Yiming Cao, Ali Behrouz, Ali Parviz, Mahdi Karami, Michele Santacatterina, Ramin Zabih

ICLRW 2025 MS-SSM: A Multi-Scale State Space Model for Enhanced Sequence Modeling Mahdi Karami, Ali Behrouz, Peilin Zhong, Razvan Pascanu, Vahab Mirrokni

NeurIPS 2025 Nested Learning: The Illusion of Deep Learning Architectures Ali Behrouz, Meisam Razaviyayn, Peilin Zhong, Vahab Mirrokni

NeurIPS 2025 Titans: Learning to Memorize at Test Time Ali Behrouz, Peilin Zhong, Vahab Mirrokni

CHIL 2024 Brain-Mamba: Encoding Brain Activity via Selective State Space Models Ali Behrouz, Farnoosh Hashemi

NeurIPS 2024 Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models Ali Behrouz, Michele Santacatterina, Ramin Zabih

ICML 2024 Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity Ali Behrouz, Parsa Delavari, Farnoosh Hashemi

ICMLW 2023 ADMIRE++: Explainable Anomaly Detection in the Human Brain via Inductive Learning on Temporal Multiplex Networks Ali Behrouz, Margo Seltzer

MLHC 2023 Anomaly Detection in Human Brain via Inductive Learning on Temporal Multiplex Networks Ali Behrouz, Margo Seltzer

NeurIPS 2023 CAT-Walk: Inductive Hypergraph Learning via Set Walks Ali Behrouz, Farnoosh Hashemi, Sadaf Sadeghian, Margo Seltzer

NeurIPSW 2023 Learning Temporal Higher-Order Patterns to Detect Anomalous Brain Activity Ali Behrouz, Farnoosh Hashemi

NeurIPSW 2023 Learning Temporal Higher-Order Patterns to Detect Anomalous Brain Activity Ali Behrouz, Farnoosh Hashemi

NeurIPSW 2023 Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity Ali Behrouz, Parsa Delavari, Farnoosh Hashemi

NeurIPSW 2023 Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity Ali Behrouz, Parsa Delavari, Farnoosh Hashemi

NeurIPSW 2022 Anomaly Detection in Multiplex Dynamic Networks: From Blockchain Security to Brain Disease Prediction Ali Behrouz, Margo Seltzer