Bruno Ribeiro (at #NeurIPS2024)
@brunofmr.bsky.social
Associate Professor of Computer Science @Purdue, interested in graphs, invariances, causality, and OOD robustness in ML
Pinned
Positional_as_Structural
invariances.org
**Some Foundations of Graph Embeddings**
Tutorial on Positional and Structural Graph Representations
invariances.org/graph-repres...
Given at the NSF-Simons National Institute for Theory and Mathematics in Biology.
Tutorial on Positional and Structural Graph Representations
invariances.org/graph-repres...
Given at the NSF-Simons National Institute for Theory and Mathematics in Biology.
**Some Foundations of Graph Embeddings**
Tutorial on Positional and Structural Graph Representations
invariances.org/graph-repres...
Given at the NSF-Simons National Institute for Theory and Mathematics in Biology.
Tutorial on Positional and Structural Graph Representations
invariances.org/graph-repres...
Given at the NSF-Simons National Institute for Theory and Mathematics in Biology.
Positional_as_Structural
invariances.org
May 1, 2025 at 3:18 PM
**Some Foundations of Graph Embeddings**
Tutorial on Positional and Structural Graph Representations
invariances.org/graph-repres...
Given at the NSF-Simons National Institute for Theory and Mathematics in Biology.
Tutorial on Positional and Structural Graph Representations
invariances.org/graph-repres...
Given at the NSF-Simons National Institute for Theory and Mathematics in Biology.
Slides of my presentation "Mathematical Foundations of Graph Foundation Models" yesterday at the AMS Session of the #JMM2025. The accompanying paper is coming soon.
www.cs.purdue.edu/homes/ribeir...
www.cs.purdue.edu/homes/ribeir...
January 9, 2025 at 10:39 PM
Slides of my presentation "Mathematical Foundations of Graph Foundation Models" yesterday at the AMS Session of the #JMM2025. The accompanying paper is coming soon.
www.cs.purdue.edu/homes/ribeir...
www.cs.purdue.edu/homes/ribeir...
I'm told this is a more intellectual version of ML Twitter :). I have a question...
What papers have made good *theoretical* advances towards graph foundation models?
Jan 8th 1-2pm I am giving a talk at the Joint Mathematics Meeting on the topic
meetings.ams.org/math/jmm2025...
What papers have made good *theoretical* advances towards graph foundation models?
Jan 8th 1-2pm I am giving a talk at the Joint Mathematics Meeting on the topic
meetings.ams.org/math/jmm2025...
<p>Mathematical Foundations of Knowledge Graph Foundation Models</p>
One potential definition of a knowledge graph foundation model is one where a g...
meetings.ams.org
December 11, 2024 at 2:10 PM
I'm told this is a more intellectual version of ML Twitter :). I have a question...
What papers have made good *theoretical* advances towards graph foundation models?
Jan 8th 1-2pm I am giving a talk at the Joint Mathematics Meeting on the topic
meetings.ams.org/math/jmm2025...
What papers have made good *theoretical* advances towards graph foundation models?
Jan 8th 1-2pm I am giving a talk at the Joint Mathematics Meeting on the topic
meetings.ams.org/math/jmm2025...