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2020 – today
- 2024
[c13]Ali Behrouz, Parsa Delavari, Farnoosh Hashemi:
Unsupervised Representation Learning of Brain Activity via Bridging Voxel Activity and Functional Connectivity. ICML 2024- [c12]Ali Behrouz
, Farnoosh Hashemi:
Graph Mamba: Towards Learning on Graphs with State Space Models. KDD 2024: 119-130 - [c11]Farnoosh Hashemi, Ali Behrouz:
A Unified Core Structure in Multiplex Networks: From Finding the Densest Subgraph to Modeling User Engagement. KDD 2024: 1028-1039 - [i13]Ali Behrouz, Farnoosh Hashemi:
Graph Mamba: Towards Learning on Graphs with State Space Models. CoRR abs/2402.08678 (2024) - [i12]Ali Behrouz, Michele Santacatterina, Ramin Zabih:
MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection. CoRR abs/2403.19888 (2024) - [i11]Ali Behrouz, Michele Santacatterina, Ramin Zabih:
Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models. CoRR abs/2406.04320 (2024) - [i10]Farnoosh Hashemi, Ali Behrouz:
A Unified Core Structure in Multiplex Networks: From Finding the Densest Subgraph to Modeling User Engagement. CoRR abs/2406.13734 (2024) - 2023
- [c10]Ali Behrouz, Farnoosh Hashemi:
Generalized Densest Subgraph in Multiplex Networks. COMPLEX NETWORKS (3) 2023: 49-61 - [c9]Ali Behrouz, Farnoosh Hashemi:
Learning Temporal Higher-order Patterns to Detect Anomalous Brain Activity. ML4H@NeurIPS 2023: 39-51 - [c8]Ali Behrouz, Margo I. Seltzer:
Anomaly Detection in Human Brain via Inductive Learning on Temporal Multiplex Networks. MLHC 2023: 50-75 - [c7]Ali Behrouz, Farnoosh Hashemi, Sadaf Sadeghian, Margo I. Seltzer:
CAT-Walk: Inductive Hypergraph Learning via Set Walks. NeurIPS 2023 - [c6]Farnoosh Hashemi, Ali Behrouz, Milad Rezaei Hajidehi:
CS-TGN: Community Search via Temporal Graph Neural Networks. WWW (Companion Volume) 2023: 1196-1203 - [i9]Farnoosh Hashemi, Ali Behrouz, Milad Rezaei Hajidehi:
CS-TGN: Community Search via Temporal Graph Neural Networks. CoRR abs/2303.08964 (2023) - [i8]Ali Behrouz, Farnoosh Hashemi, Sadaf Sadeghian, Margo I. Seltzer:
CAT-Walk: Inductive Hypergraph Learning via Set Walks. CoRR abs/2306.11147 (2023) - [i7]Ali Behrouz, Farnoosh Hashemi:
Generalized Densest Subgraph in Multiplex Networks. CoRR abs/2310.04893 (2023) - 2022
- [j1]Ali Behrouz, Farnoosh Hashemi, Laks V. S. Lakshmanan:
FirmTruss Community Search in Multilayer Networks. Proc. VLDB Endow. 16(3): 505-518 (2022) - [c5]Ali Behrouz, Farnoosh Hashemi:
CS-MLGCN: Multiplex Graph Convolutional Networks for Community Search in Multiplex Networks. CIKM 2022: 3828-3832 - [c4]Ali Behrouz, Mathias Lécuyer, Cynthia Rudin, Mango I. Seltzer:
Fast optimization of weighted sparse decision trees for use in optimal treatment regimes and optimal policy design. CIKM Workshops 2022 - [c3]Farnoosh Hashemi, Ali Behrouz, Laks V. S. Lakshmanan:
FirmCore Decomposition of Multilayer Networks. WWW 2022: 1589-1600 - [i6]Ali Behrouz, Farnoosh Hashemi, Laks V. S. Lakshmanan:
FirmTruss Community Search in Multilayer Networks. CoRR abs/2205.00742 (2022) - [i5]Farnoosh Hashemi, Ali Behrouz, Laks V. S. Lakshmanan:
FirmCore Decomposition of Multilayer Networks. CoRR abs/2208.11200 (2022) - [i4]Ali Behrouz, Mathias Lécuyer, Cynthia Rudin, Margo I. Seltzer:
Fast Optimization of Weighted Sparse Decision Trees for use in Optimal Treatment Regimes and Optimal Policy Design. CoRR abs/2210.06825 (2022) - [i3]Ali Behrouz, Farnoosh Hashemi:
CS-MLGCN : Multiplex Graph Convolutional Networks for Community Search in Multiplex Networks. CoRR abs/2210.08811 (2022) - [i2]Ali Behrouz, Margo I. Seltzer:
Anomaly Detection in Multiplex Dynamic Networks: from Blockchain Security to Brain Disease Prediction. CoRR abs/2211.08378 (2022) - 2020
- [c2]Seyedeh Farnoosh Hashemi Fesharaki, Ali Behrouz, Jeasurk Yang, Donghee Yvette Wohn, Meeyoung Cha:
Green Space and Happiness of Developed Countries. BigComp 2020: 247-250
2010 – 2019
- 2018
- [c1]Amir Kafshdar Goharshady, Ali Behrouz, Krishnendu Chatterjee:
Secure Credit Reporting on the Blockchain. iThings/GreenCom/CPSCom/SmartData 2018: 1343-1348 - [i1]Amir Kafshdar Goharshady, Ali Behrouz, Krishnendu Chatterjee:
Secure Credit Reporting on the Blockchain. CoRR abs/1805.09104 (2018)
Coauthor Index
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