Collection of invited talks on recently accepted works.

Memorization in Graph Neural Networks
Memorization in Graph Neural Networks

Memorization in Graph Neural Networks

Invited Talk — Curves and Surfaces, Saint-Malo, France.

June 12, 2026

Invited Talk on Memorization in Graph Neural Networks.

Link
Memorization in Graph Neural Networks

Memorization in Graph Neural Networks

Invited Talk — Graph Learning on Wednesdays (GLOW) Reading Group.

Feb 11, 2026

Invited Talk on Memorization in Graph Neural Networks.

Link Video
Memorization in Graph Neural Networks

Memorization in Graph Neural Networks

Oral Presentation — NeurIPS in Paris, Sorbonne Université. , Paris, France

Nov 25, 2025

Oral presentation on our recently accepted NeurIPS paper.

Link
Improving Generalization via Graph Rewiring
Learning on Graphs: Strategies for Improving and Understanding Generalization in Graph Neural Networks

Learning on Graphs: Strategies for Improving and Understanding Generalization in Graph Neural Networks

Invited Talk — CEVI, KLE Technological University, India. , Hubli, India

June 6, 2025

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

Link Slides
AI explainer video series

AI explainer video series

Online Talk — neptune.ai

January 28, 2025

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[...]

Video
How to mitigate both over-squashing and over-smoothing in GNNs?

How to mitigate both over-squashing and over-smoothing in GNNs?

Conference Presentation — Helmholtz AI Conference , Düsseldorf, Germany

June 12-14, 2024

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

Link Slides Video