publications

2024

1. GNN

   

   Conformal Prediction for Federated Graph Neural Networks with Missing Neighbor Information

   Ömer Faruk Akgül, Rajgopal Kannan, and Viktor Prasanna

   2024

   Under submission to ICLR 2025

2023

1. GNN

   

   An Efficient Distributed Graph Engine for Deep Learning on Graphs

   Gangda Deng^*, Ömer Faruk Akgül^*, Hongkuan Zhou, and 4 more authors

   In Proceedings of the SC’23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis, 2023

   Bib

   @inproceedings{deng2023efficient,
     title = {An Efficient Distributed Graph Engine for Deep Learning on Graphs},
     author = {Deng, Gangda and Akgül, Ömer Faruk and Zhou, Hongkuan and Zeng, Hanqing and Xia, Yinglong and Li, Jianbo and Prasanna, Viktor},
     booktitle = {Proceedings of the SC'23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis},
     pages = {922--931},
     year = {2023}
   }