Ali Behrouz

5 papers · 2023–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

ICML (2) NeurIPS (2) MLHC (1)

Top co-authors

Farnoosh Hashemi (2) Margo Seltzer (2) Mahdi Karami (1) Parsa Delavari (1) Ramin Zabih (1) Vahab Mirrokni (1) Sadaf Sadeghian (1) Michele Santacatterina (1) Clayton Sanford (1) Ali Parviz (1)

Research topics

Deep Learning (4) Machine Learning (4) Architectures (4) Core Methods (3) Techniques (2) Artificial Intelligence (1) Computer Vision (1) Application Areas (1) Core AI (1) Domain-Specific (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Models (1)

Keywords

anomaly detection (2) inductive learning (2) transformer (1) time series forecasting (1) brain activity (1) multivariate time series (1) state space model (1) sequential modeling (1) node classification (1) graph machine learning (1) linear rnn (1) message passing neural network (1) autoregressive process (1) multiplex network (1) dynamic attention (1) negative sampling (1) brain network (1) temporal hypergraph (1) permutation-invariant pooling (1) hyperedge prediction (1)

Papers

Best of Both Worlds: Advantages of Hybrid Graph Sequence Models ICML 2025 Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models NeurIPS 2024 Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity ICML 2024 Anomaly Detection in Human Brain via Inductive Learning on Temporal Multiplex Networks MLHC 2023 CAT-Walk: Inductive Hypergraph Learning via Set Walks NeurIPS 2023