Emily Simons
@emsimons.bsky.social
Visiting Fulbright Student @ the AI for Data-Oriented Science Lab.
Lifelong learner. Chronically caffeinated champion of crosswords, comedy, and the Oxford comma. Human with humility. And avid alliteration adopter.
Lifelong learner. Chronically caffeinated champion of crosswords, comedy, and the Oxford comma. Human with humility. And avid alliteration adopter.
Reposted by Emily Simons
Big graph, little compute?
In our #NeurIPS2025 paper we propose geometry-aware edge-contraction-based pooling methods for GNNs.
Our methods preserve graph structure, make interpretable pooling choices, and ensure robust performance at downstream tasks.
🧵1/n
In our #NeurIPS2025 paper we propose geometry-aware edge-contraction-based pooling methods for GNNs.
Our methods preserve graph structure, make interpretable pooling choices, and ensure robust performance at downstream tasks.
🧵1/n
November 11, 2025 at 3:48 PM
Big graph, little compute?
In our #NeurIPS2025 paper we propose geometry-aware edge-contraction-based pooling methods for GNNs.
Our methods preserve graph structure, make interpretable pooling choices, and ensure robust performance at downstream tasks.
🧵1/n
In our #NeurIPS2025 paper we propose geometry-aware edge-contraction-based pooling methods for GNNs.
Our methods preserve graph structure, make interpretable pooling choices, and ensure robust performance at downstream tasks.
🧵1/n
Reposted by Emily Simons
#MachineLearning loves data. #Topology loves shape.
Let's bring them together!
👉The Euler Characteristic Transform (ECT) bridges both worlds, as I outline in a recent article in the Notices of the
@amermathsoc.bsky.social
Engage!
🧵1/n
Let's bring them together!
👉The Euler Characteristic Transform (ECT) bridges both worlds, as I outline in a recent article in the Notices of the
@amermathsoc.bsky.social
Engage!
🧵1/n
July 22, 2025 at 8:16 AM
#MachineLearning loves data. #Topology loves shape.
Let's bring them together!
👉The Euler Characteristic Transform (ECT) bridges both worlds, as I outline in a recent article in the Notices of the
@amermathsoc.bsky.social
Engage!
🧵1/n
Let's bring them together!
👉The Euler Characteristic Transform (ECT) bridges both worlds, as I outline in a recent article in the Notices of the
@amermathsoc.bsky.social
Engage!
🧵1/n
✨Excited to be at ICML 2025 to share our new evaluation framework for graph-learning datasets, work with @dataspider.bsky.social, @jeremy-wayland.bsky.social, @pseudomanifold.topology.rocks
Curious about who shall pass, and who shall not?🤔
Enjoy nods to LoTR?🧝♀️
Check out our blog and paper below!
Curious about who shall pass, and who shall not?🤔
Enjoy nods to LoTR?🧝♀️
Check out our blog and paper below!
July 17, 2025 at 11:09 PM
✨Excited to be at ICML 2025 to share our new evaluation framework for graph-learning datasets, work with @dataspider.bsky.social, @jeremy-wayland.bsky.social, @pseudomanifold.topology.rocks
Curious about who shall pass, and who shall not?🤔
Enjoy nods to LoTR?🧝♀️
Check out our blog and paper below!
Curious about who shall pass, and who shall not?🤔
Enjoy nods to LoTR?🧝♀️
Check out our blog and paper below!
Reposted by Emily Simons
New blog post on overcoming academic impostor syndrome. This arose from great discussions during our group retreat, and I decided to make it publicly available in the hope of providing some utility to #academia.
#AcademicSky #AcademicChatter
bastian.rieck.me/blog/2025/im...
#AcademicSky #AcademicChatter
bastian.rieck.me/blog/2025/im...
Overcoming Academic Impostor Syndrome
bastian.rieck.me
March 13, 2025 at 2:40 PM
New blog post on overcoming academic impostor syndrome. This arose from great discussions during our group retreat, and I decided to make it publicly available in the hope of providing some utility to #academia.
#AcademicSky #AcademicChatter
bastian.rieck.me/blog/2025/im...
#AcademicSky #AcademicChatter
bastian.rieck.me/blog/2025/im...
Reposted by Emily Simons
Our AIDOS Lab website has been fully revamped, thanks to a massive team effort as part of a very fun retreat in #Bern:
aidos.group
Check out our research directions and some of the things we have been up to these days!
#Academia #MachineLearning
aidos.group
Check out our research directions and some of the things we have been up to these days!
#Academia #MachineLearning
March 1, 2025 at 5:37 PM
Our AIDOS Lab website has been fully revamped, thanks to a massive team effort as part of a very fun retreat in #Bern:
aidos.group
Check out our research directions and some of the things we have been up to these days!
#Academia #MachineLearning
aidos.group
Check out our research directions and some of the things we have been up to these days!
#Academia #MachineLearning
Hi! 👋 Emily Simons here, Fulbright Student Researcher with the AIDOS Lab at #HelmholtzMunich.
Happy to be sharing my first contribution to AIDOS in this 🧵.
Say hiya to SCOTT, the perfect holiday (software) package🎁for the #curvature and #graph enthusiast in your life.
🧵1/n
Happy to be sharing my first contribution to AIDOS in this 🧵.
Say hiya to SCOTT, the perfect holiday (software) package🎁for the #curvature and #graph enthusiast in your life.
🧵1/n
December 19, 2024 at 1:58 PM
Hi! 👋 Emily Simons here, Fulbright Student Researcher with the AIDOS Lab at #HelmholtzMunich.
Happy to be sharing my first contribution to AIDOS in this 🧵.
Say hiya to SCOTT, the perfect holiday (software) package🎁for the #curvature and #graph enthusiast in your life.
🧵1/n
Happy to be sharing my first contribution to AIDOS in this 🧵.
Say hiya to SCOTT, the perfect holiday (software) package🎁for the #curvature and #graph enthusiast in your life.
🧵1/n