We have 4 new exciting papers from our lab at ICLR, CVPR, PETS, and NAACL 2024:

Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning, Yavuz Faruk Bakman*, Duygu Nur Yaldiz*, Yahya H. Ezzeldin, Salman Avestimehr, ICLR 2024.

Edge Private Graph Neural Networks with Singular Value Perturbation, Tingting Tang*, Yue Niu*, Salman Avestimehr, Murali Annavaram, Privacy Enhancing Technologies Symposium (PETS), 2024

All Rivers Run to the Sea: Private Learning with Asymmetric Flows, Yue Niu, Ramy E. Ali, Saurav Prakash, Salman Avestimehr, IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2024.

Ethos: Rectifying Language Models in Orthogonal Parameter Space, Lei Gao*, Yue Niu*,  Tingting Tang, Salman Avestimehr, Murali Annavaram, North American Chapter of the Association for Computational Linguistics (NAACL), 2024