A Topological characterisation of Weisfeiler-Leman equivalence classes. - Jacob Bamberger (TAG-ML, 2022)

Failure of the finitely generated intersection property for ascending HNN extensions of free groups. - Jacob Bamberger; Daniel T. Wise (Int. J. Algebra Comput., 2022)

Bundle Neural Networks for message diffusion on graphs. - Jacob Bamberger; Federico Barbero; Xiaowen Dong 001; Michael M. Bronstein (CoRR, 2024)

Bundle Neural Network for message diffusion on graphs. - Jacob Bamberger; Federico Barbero; Xiaowen Dong 001; Michael M. Bronstein (ICLR, 2025)

On Measuring Long-Range Interactions in Graph Neural Networks. - Jacob Bamberger; Benjamin Gutteridge; Scott le Roux; Michael M. Bronstein; Xiaowen Dong 001 (CoRR, 2025)

Over-squashing in Spatiotemporal Graph Neural Networks. - Ivan Marisca; Jacob Bamberger; Cesare Alippi; Michael M. Bronstein (CoRR, 2025)