Omri Puny

PhD Candidate

I am a PhD student in the Department of Computer Science and Applied Mathematics at the Weizmann Institute of Science under the supervision of Prof. Yaron Lipman. My research focuses on developing deep learning models for iregular data, mainly graphs and point clouds.




Equivariant Polynomials for Graph Neural Networks

Omri Puny*, Derek Lim*, Bobak T. Kiani*, Haggai Maron, Yaron Lipman (*equal contribution)

International Conference on Machine Learning (ICML 2023) Oral

Frame Averaging for Invariant and Equivariant Network Design

Omri Puny*, Matan Atzmon*, Heli Ben-Hamu*, Edward J. Smith, Ishan Misra, Aditya Grover, Yaron Lipman (*equal contribution)

International Conference on Learning Representations (ICLR 2022) Oral

Global Attention Improves Graph Networks Generalization

Omri Puny, Heli Ben-Hamu, Yaron Lipman

Graph Representation Learning and Beyond Workshop (ICML) 2020