Ghazaleh Niknam

According to our database, Ghazaleh Niknam authored at least 4 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Temporal dynamics unleashed: Elevating variational graph attention.

Soheila Molaei, Ghazaleh Niknam, Ghadeer O. Ghosheh, Vinod Kumar Chauhan, Hadi Zare, Tingting Zhu, Shirui Pan, David A. Clifton

Knowl. Based Syst., 2024

Federated Learning For Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks.

Soheila Molaei, Anshul Thakur, Ghazaleh Niknam, Andrew A. S. Soltan, Hadi Zare, David A. Clifton

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

DyVGRNN: DYnamic mixture Variational Graph Recurrent Neural Networks.

Ghazaleh Niknam, Soheila Molaei, Hadi Zare, Shirui Pan, Mahdi Jalili, Tingting Zhu, David A. Clifton

Neural Networks, August, 2023

Graph representation learning based on deep generative gaussian mixture models.

Ghazaleh Niknam, Soheila Molaei, Hadi Zare, David A. Clifton, Shirui Pan

Neurocomputing, 2023