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Ghazaleh Niknam
ORCID
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 4
Top Topics
Mixture Model
Structured Data
Optical Flow
Graph Representation
Top Venues
AISTATS
Neural Networks
Knowl. Based Syst.
Neurocomputing
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Publications
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Soheila Molaei
,
Ghazaleh Niknam
,
Ghadeer O. Ghosheh
,
Vinod Kumar Chauhan
,
Hadi Zare
,
Tingting Zhu
,
Shirui Pan
,
David A. Clifton
Temporal dynamics unleashed: Elevating variational graph attention.
Knowl. Based Syst.
299 (2024)
Soheila Molaei
,
Anshul Thakur
,
Ghazaleh Niknam
,
Andrew A. S. Soltan
,
Hadi Zare
,
David A. Clifton
Federated Learning For Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks.
AISTATS
(2024)
Ghazaleh Niknam
,
Soheila Molaei
,
Hadi Zare
,
David Clifton
,
Shirui Pan
Graph representation learning based on deep generative gaussian mixture models.
Neurocomputing
523 (2023)
Ghazaleh Niknam
,
Soheila Molaei
,
Hadi Zare
,
Shirui Pan
,
Mahdi Jalili
,
Tingting Zhu
,
David A. Clifton
DyVGRNN: DYnamic mixture Variational Graph Recurrent Neural Networks.
Neural Networks
165 (2023)