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Graph Neural Networks — Topic Summaries

AI-powered summaries of 3 videos about Graph Neural Networks.

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Characterizing Test Time Compute on Graph Structur… | Kudzo Ahegbebu | OpenAI Scholars Demo Day 2021

OpenAI · 3 min read

Test-time compute—giving a model more computation at inference—can improve performance on graph-structured reasoning, but simply adding recurrence...

Test-Time ComputeGraph Neural NetworksShortest Path

KGC 2022 Keynote: 'Deep Learning with Knowledge Graphs' by Stanford's Prof. Jure Leskovec

The Knowledge Graph Conference · 3 min read

Graph neural networks are positioned as the next general-purpose deep learning framework for relational data—able to learn directly from...

Graph Neural NetworksRepresentation LearningGNN Autoscale

Graph Neural Networks for Binding Affinity Prediction

Alex, PhD AI · 2 min read

Binding affinity—the strength of a ligand’s interaction with a target biomolecule—is a central metric in early drug discovery because it helps rank...

Binding AffinityVirtual ScreeningGraph Neural Networks