Ali Behrouz
5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(13)
Conferences
ICML (2)
NIPS (2)
MLHC (1)
Top co-authors
Keywords
inductive learning
(2)
anomaly detection
(2)
time series forecasting
(1)
multivariate time series
(1)
state space model
(1)
sequential modeling
(1)
node classification
(1)
graph machine learning
(1)
autoregressive process
(1)
multiplex network
(1)
negative sampling
(1)
brain network
(1)
temporal hypergraph
(1)
hyperedge prediction
(1)
set walk
(1)
permutation invariant pooling
(1)
hypergraph learning
(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
NIPS 2024
Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity
ICML 2024
CAT-Walk: Inductive Hypergraph Learning via Set Walks
NIPS 2023
Anomaly Detection in Human Brain via Inductive Learning on Temporal Multiplex Networks
MLHC 2023