Talks

Fundamental limitations of the standard graph diffusion formulation and learning dynamics.

Invited Talk on Memorization in Graph Neural Networks.

Invited Talk on Memorization in Graph Neural Networks.

Oral presentation on our recently accepted NeurIPS paper.

Gave a talk about my recent works on over-squashing, over-smoothing and memorization in Graph Neural Networks.

Had a fun time talking about our recently accepted NeurIPS paper with neptune.ai. The goal was to explain our research using simpler analogies intended for broader audience, making co[...]

Presented our recent work on addressing fundamental challenges in Graph Neural Networks - specifically tackling both over-squashing and over-smoothing phenomena through spectral pruni[...]