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A

Aref Einizade

imt - institut mines-telecom

8H-index
26Paper Count
175Citation Count
Published Papers 9
Publication Date
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Subgraph Gaussian Embedding Contrast for Self-supervised Graph Representation Learning
errMACHINE LEARNING AND KNOWLEDGE DISCOVERY IN DATABASES. RESEARCH TRACK, ECML PKDD 2025, PT VI
IF0
err2026-01-01
err0
PREAI
errXie, Shifeng; Einizade, Aref; Giraldo, Jhony H.
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Higher-Order GNNs Meet Efficiency: Sparse Sobolev Graph Neural Networks
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2025-01-01
err0
errOAAI
errGiraldo, Jhony H.; Einizade, Aref; Todorovic, Andjela; Castro-Correa, Jhon A.; Badiey, Mohsen; Bouwmans, Thierry; Malliaros, Fragkiskos D.
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Iterative Pseudo-Sparse Partial Least Square and Its Higher Order Variant: Application to Inference From High-Dimensional Biosignals
errIEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
IF4.9
err2024-02-01
err1
PREAI
errEinizade, Aref; Sardouie, Sepideh Hajipour
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errSave
ProductGraphSleepNet: Sleep staging using product spatio-temporal graph learning with attentive temporal aggregation
errNEURAL NETWORKS
IF6.3
err2023-07-01
err11
errOAAI
errEinizade, Aref; Nasiri, Samaneh; Sardouie, Sepideh Hajipour; Clifford, Gari D.
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errSave
Joint Graph Learning and Blind Separation of Smooth Graph Signals Using Minimization of Mutual Information and Laplacian Quadratic Forms
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2023-01-01
err6
PREAI
errEinizade, Aref; Sardouie, Sepideh Hajipour
errShare
errSave
Learning Product Graphs From Spectral Templates
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2023-01-01
err1
errOAAI
errEinizade, Aref; Sardouie, Sepideh Hajipour
errShare
errSave
Explainable automated seizure detection using attentive deep multi-view networks
errBIOMEDICAL SIGNAL PROCESSING AND CONTROL
IF4.9
err2023-01-01
err12
PREAI
errEinizade, Aref; Nasiri, Samaneh; Mozafari, Mohsen; Sardouie, Sepideh Hajipour; Clifford, Gari D.
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errSave
A Unified Approach for Simultaneous Graph Learning and Blind Separation of Graph Signal Sources
errIEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF4.9
err2022-01-01
err9
PREAI
errEinizade, Aref; Sardouie, Sepideh Hajipour
errShare
errSave
Simultaneous Graph Learning and Blind Separation of Graph Signal Sources
errieee signal processing magazine
IF3.9
err2021-01-01
err10
PREAI
errEinizade, Aref; Sardouie, Sepideh Hajipour; Shamsollahi, Mohammad
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errSave

Research Directions

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Co-authors
Cooperation Journals
G
Gari D. Clifford
H-index: 72 · Papers: 612
T
Thierry Bouwmans
H-index: 42 · Papers: 177
M
Mohammad Bagher Shamsollahi
H-index: 29 · Papers: 193
M
Mohsen Badiey
H-index: 27 · Papers: 389
F
Fragkiskos D. Malliaros
H-index: 18 · Papers: 111
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