Emir Ceyani

According to our database, Emir Ceyani authored at least 7 papers between 2018 and 2024.

Collaborative distances:

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

2024

One model to unite them all: Personalized federated learning of multi-contrast MRI synthesis.

Onat Dalmaz, Muhammad Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Kader Karli Oguz, Salman Avestimehr, Tolga Çukur

Medical Image Anal., 2024

2023

Federated Learning of Generative Image Priors for MRI Reconstruction.

Gökberk Elmas, Salman Ul Hassan Dar, Yilmaz Korkmaz, Emir Ceyani, Burak Susam, Muzaffer Özbey, Salman Avestimehr, Tolga Çukur

IEEE Trans. Medical Imaging, 2023

2022

One Model to Unite Them All: Personalized Federated Learning of Multi-Contrast MRI Synthesis.

Onat Dalmaz, Muhammad Usama Mirza, Gökberk Elmas, Muzaffer Özbey, Salman Ul Hassan Dar, Emir Ceyani, Salman Avestimehr, Tolga Çukur

CoRR, 2022

SpreadGNN: Decentralized Multi-Task Federated Learning for Graph Neural Networks on Molecular Data.

Chaoyang He, Emir Ceyani, Keshav Balasubramanian, Murali Annavaram, Salman Avestimehr

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

SpreadGNN: Serverless Multi-task Federated Learning for Graph Neural Networks.

Chaoyang He, Emir Ceyani, Keshav Balasubramanian, Murali Annavaram, Salman Avestimehr

CoRR, 2021

FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks.

Chaoyang He, Keshav Balasubramanian, Emir Ceyani, Yu Rong, Peilin Zhao, Junzhou Huang, Murali Annavaram, Salman Avestimehr

CoRR, 2021

2018

A highly efficient recurrent neural network architecture for data regression.

Tolga Ergen, Emir Ceyani

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018