Fabrizio Frasca
@ffabffrasca.bsky.social
Postdoctoral Fellow at Technion — Geometric Deep Learning in some of its various forms — PhD at Imperial College London — Previously Twitter, Fabula AI and Politecnico di Milano「 心 」🌟
Reposted by Fabrizio Frasca
Check out this post from @ffabffrasca.bsky.social and the GLOW reading group on the future of graph learning!
I’ve also contributed and my main take is - its actually working and its an exciting moment to work on applications!
open.substack.com/pub/glowread...
I’ve also contributed and my main take is - its actually working and its an exciting moment to work on applications!
open.substack.com/pub/glowread...
Community Takes on the Future of Graph Learning
On drifting goals, fresh frontiers, and a bittersweet lesson we are slowly learning
open.substack.com
June 20, 2025 at 5:46 PM
Check out this post from @ffabffrasca.bsky.social and the GLOW reading group on the future of graph learning!
I’ve also contributed and my main take is - its actually working and its an exciting moment to work on applications!
open.substack.com/pub/glowread...
I’ve also contributed and my main take is - its actually working and its an exciting moment to work on applications!
open.substack.com/pub/glowread...
Reposted by Fabrizio Frasca
After a break in April we welcome all of you to the next session of GLOW🌟 next week!
Join and interact with our speakers Christian Koke (scale in GNNs) and Yonatan Sverdlov (sparse geometric MPNNs).
🗓️ May 28th, 5pm CEST on Zoom.
🌐 Details & sign-up: sites.google.com/view/graph-learning-on-weds.
Join and interact with our speakers Christian Koke (scale in GNNs) and Yonatan Sverdlov (sparse geometric MPNNs).
🗓️ May 28th, 5pm CEST on Zoom.
🌐 Details & sign-up: sites.google.com/view/graph-learning-on-weds.
May 25, 2025 at 1:02 PM
After a break in April we welcome all of you to the next session of GLOW🌟 next week!
Join and interact with our speakers Christian Koke (scale in GNNs) and Yonatan Sverdlov (sparse geometric MPNNs).
🗓️ May 28th, 5pm CEST on Zoom.
🌐 Details & sign-up: sites.google.com/view/graph-learning-on-weds.
Join and interact with our speakers Christian Koke (scale in GNNs) and Yonatan Sverdlov (sparse geometric MPNNs).
🗓️ May 28th, 5pm CEST on Zoom.
🌐 Details & sign-up: sites.google.com/view/graph-learning-on-weds.
Reposted by Fabrizio Frasca
In arxiv.org/abs/2412.07106, we leverage modern graph similarity—capturing the fine-grained geometry of MPNNs' feature space—to derive generalization bounds for MPNNs. Our theory is broad, covering various aggregation and loss functions.
March 21, 2025 at 11:11 AM
In arxiv.org/abs/2412.07106, we leverage modern graph similarity—capturing the fine-grained geometry of MPNNs' feature space—to derive generalization bounds for MPNNs. Our theory is broad, covering various aggregation and loss functions.
Reposted by Fabrizio Frasca
My former KTH colleague Ioana Bercea is hiring for two Ph.D. students in (randomized) algorithms and data structures. This is a great opportunity embedded into a very nice TCS group at KTH!
www.kth.se/lediga-jobb/...
www.kth.se/lediga-jobb/...
KTH | Doctoral student in theoretical foundations of data storage and analysis
KTH jobs is where you search for jobs at www.kth.se.
www.kth.se
March 21, 2025 at 11:11 AM
My former KTH colleague Ioana Bercea is hiring for two Ph.D. students in (randomized) algorithms and data structures. This is a great opportunity embedded into a very nice TCS group at KTH!
www.kth.se/lediga-jobb/...
www.kth.se/lediga-jobb/...
Reposted by Fabrizio Frasca
Want to know about the current understanding of the generalization abilities of GNNs? Please have a look at our survey paper arxiv.org/abs/2503.15650.
Joint work with Antonis Vasileiou, Stefanie Jegelka, and Ron Levie.
Joint work with Antonis Vasileiou, Stefanie Jegelka, and Ron Levie.
March 21, 2025 at 8:05 AM
Want to know about the current understanding of the generalization abilities of GNNs? Please have a look at our survey paper arxiv.org/abs/2503.15650.
Joint work with Antonis Vasileiou, Stefanie Jegelka, and Ron Levie.
Joint work with Antonis Vasileiou, Stefanie Jegelka, and Ron Levie.
Reposted by Fabrizio Frasca
GLOW is returning on 𝗠𝗮𝗿𝗰𝗵 𝟮𝟲𝘁𝗵, 𝟱𝗽𝗺 𝗖𝗘𝗧 with a special guest: @petar-v.bsky.social 🌟
He will lecture on LLMs as GNNs – a topic which received quite some attention at our last session.
Specifically, we will learn how Graph ML tools can help understand LLM generalisation
He will lecture on LLMs as GNNs – a topic which received quite some attention at our last session.
Specifically, we will learn how Graph ML tools can help understand LLM generalisation
March 20, 2025 at 7:39 PM
GLOW is returning on 𝗠𝗮𝗿𝗰𝗵 𝟮𝟲𝘁𝗵, 𝟱𝗽𝗺 𝗖𝗘𝗧 with a special guest: @petar-v.bsky.social 🌟
He will lecture on LLMs as GNNs – a topic which received quite some attention at our last session.
Specifically, we will learn how Graph ML tools can help understand LLM generalisation
He will lecture on LLMs as GNNs – a topic which received quite some attention at our last session.
Specifically, we will learn how Graph ML tools can help understand LLM generalisation
Reposted by Fabrizio Frasca
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 Fabrizio Frasca
The Spring issue of the Bulletin of the EATCS is now available at www.eatcs.org/images/bulle...
In the TCS on the Web Column, I had the pleasure to talk to Rachel Cummings and Sumegha Garg, looking behind the scenes of TCS+ @tcsplus.bsky.social.
In the TCS on the Web Column, I had the pleasure to talk to Rachel Cummings and Sumegha Garg, looking behind the scenes of TCS+ @tcsplus.bsky.social.
www.eatcs.org
March 13, 2025 at 3:59 PM
The Spring issue of the Bulletin of the EATCS is now available at www.eatcs.org/images/bulle...
In the TCS on the Web Column, I had the pleasure to talk to Rachel Cummings and Sumegha Garg, looking behind the scenes of TCS+ @tcsplus.bsky.social.
In the TCS on the Web Column, I had the pleasure to talk to Rachel Cummings and Sumegha Garg, looking behind the scenes of TCS+ @tcsplus.bsky.social.
Apply if you are working on Geometric Deep Learning!
Had such a great experience as a student in the past year.
This year I will be joining as a mentor along with so many other great researchers!
Hope to see you in London ☺️
Had such a great experience as a student in the past year.
This year I will be joining as a mentor along with so many other great researchers!
Hope to see you in London ☺️
Join one of the exciting projects led by: @ffabffrasca.bsky.social, Caterina Graziani, Anthea Monod & Omer Bobrowski, Guadalupe Gonzalez & Chirag Agarwal, @sukjulian.bsky.social, Vijay Prakash Dwivedi, Michael Murray, Yasha Ektefaie, Edward Hirst, Tancredi Schettini Gherardini
March 12, 2025 at 9:07 AM
Apply if you are working on Geometric Deep Learning!
Had such a great experience as a student in the past year.
This year I will be joining as a mentor along with so many other great researchers!
Hope to see you in London ☺️
Had such a great experience as a student in the past year.
This year I will be joining as a mentor along with so many other great researchers!
Hope to see you in London ☺️
Reposted by Fabrizio Frasca
I am excited to host the next edition of the NeurReps Global Seminar Series, from @neurreps.bsky.social!
@ninamiolane.bsky.social and @louisacornelis.bsky.social will be speaking on 🧠Geometric Intelligence in Minds and Machines🤖
📅Friday, Feb 21st, 11am PST
Join us at UCSB (Elings,1605) or on Zoom!
@ninamiolane.bsky.social and @louisacornelis.bsky.social will be speaking on 🧠Geometric Intelligence in Minds and Machines🤖
📅Friday, Feb 21st, 11am PST
Join us at UCSB (Elings,1605) or on Zoom!
February 19, 2025 at 4:29 PM
I am excited to host the next edition of the NeurReps Global Seminar Series, from @neurreps.bsky.social!
@ninamiolane.bsky.social and @louisacornelis.bsky.social will be speaking on 🧠Geometric Intelligence in Minds and Machines🤖
📅Friday, Feb 21st, 11am PST
Join us at UCSB (Elings,1605) or on Zoom!
@ninamiolane.bsky.social and @louisacornelis.bsky.social will be speaking on 🧠Geometric Intelligence in Minds and Machines🤖
📅Friday, Feb 21st, 11am PST
Join us at UCSB (Elings,1605) or on Zoom!
Reposted by Fabrizio Frasca
I am hiring for a Ph.D. student to work in the areas of social network analysis, algorithms and fair machine learning.
Please apply and join our highly motivated team.
For more information please see the call: neumannstefan.com/hiring/
Please apply and join our highly motivated team.
For more information please see the call: neumannstefan.com/hiring/
Call for Doctoral Students in Social Network Analysis, Algorithms and Fair Machine Learning
neumannstefan.com
January 29, 2025 at 12:57 PM
I am hiring for a Ph.D. student to work in the areas of social network analysis, algorithms and fair machine learning.
Please apply and join our highly motivated team.
For more information please see the call: neumannstefan.com/hiring/
Please apply and join our highly motivated team.
For more information please see the call: neumannstefan.com/hiring/
Don’t miss out on this one :)
Make sure to tune in today at 17 CET 🌟
Make sure to tune in today at 17 CET 🌟
GLOW is back this Wednesday, Feb 19th, 5pm CET 🌟
Instead of talks, we’re hosting a casual discussion on where graph learning is headed and where early-career researchers can make the most impact. Join our open conversation with junior and senior graph researchers!
sites.google.com/view/graph-l...
Instead of talks, we’re hosting a casual discussion on where graph learning is headed and where early-career researchers can make the most impact. Join our open conversation with junior and senior graph researchers!
sites.google.com/view/graph-l...
February 19, 2025 at 11:27 AM
Don’t miss out on this one :)
Make sure to tune in today at 17 CET 🌟
Make sure to tune in today at 17 CET 🌟
Reposted by Fabrizio Frasca
I am honestly so surprised about how happy people are with ChatGPT for coding and maths. In the last couple of days, I asked it to implement some quite basic algorithms and maths questions, and each time it did not do particularly well and most times I gave up after a couple of minutes.
February 18, 2025 at 12:39 PM
I am honestly so surprised about how happy people are with ChatGPT for coding and maths. In the last couple of days, I asked it to implement some quite basic algorithms and maths questions, and each time it did not do particularly well and most times I gave up after a couple of minutes.
Join us in 30 mins! 🌟
🌟 GLOW 2025 kicks off with a great session in January!
Join and interact with our speakers Clayton Sanford (on transformers for graph algorithms) and Derek Lim (on graph metanetworks).
🗓️ Jan 15th, 5pm CET on Zoom.
🌐 Details & sign-up: sites.google.com/view/graph-learning-on-weds.
Join and interact with our speakers Clayton Sanford (on transformers for graph algorithms) and Derek Lim (on graph metanetworks).
🗓️ Jan 15th, 5pm CET on Zoom.
🌐 Details & sign-up: sites.google.com/view/graph-learning-on-weds.
January 15, 2025 at 3:30 PM
Join us in 30 mins! 🌟
Reposted by Fabrizio Frasca
Join this year's last edition of Graph Learning on Wednesdays (GLOW) tomorrow at 5pm CET!
🌟 GLOW is coming back in December with amazing speakers: Emily Jin and @joshsouthern.bsky.social !
🗓️ Dec 18th @ 17 CET on Zoom, don't miss that!
🌐 Find more here: sites.google.com/view/graph-l...
🗓️ Dec 18th @ 17 CET on Zoom, don't miss that!
🌐 Find more here: sites.google.com/view/graph-l...
December 17, 2024 at 1:49 PM
Join this year's last edition of Graph Learning on Wednesdays (GLOW) tomorrow at 5pm CET!
Reposted by Fabrizio Frasca
Today at NeurIPS:
Weisfeiler and Leman go Loopy: A New Hierarchy for Graph Representational Learning
Cycles are important for predictive tasks on chemical molecules. We allow message passing along neighboring paths. Our architecture can subgraph-count cycles and homomorphism-count cactus graphs.
Weisfeiler and Leman go Loopy: A New Hierarchy for Graph Representational Learning
Cycles are important for predictive tasks on chemical molecules. We allow message passing along neighboring paths. Our architecture can subgraph-count cycles and homomorphism-count cactus graphs.
December 13, 2024 at 4:33 PM
Today at NeurIPS:
Weisfeiler and Leman go Loopy: A New Hierarchy for Graph Representational Learning
Cycles are important for predictive tasks on chemical molecules. We allow message passing along neighboring paths. Our architecture can subgraph-count cycles and homomorphism-count cactus graphs.
Weisfeiler and Leman go Loopy: A New Hierarchy for Graph Representational Learning
Cycles are important for predictive tasks on chemical molecules. We allow message passing along neighboring paths. Our architecture can subgraph-count cycles and homomorphism-count cactus graphs.
Such an honour to hold a keynote talk in Siena this morning at the #LoG Meetup!
Wonderful time in a beautiful city with a super community 🖤
Grateful to @cate-graz.bsky.social and the rest of the team (sites.google.com/student.unis...) for making this happen!
Wonderful time in a beautiful city with a super community 🖤
Grateful to @cate-graz.bsky.social and the rest of the team (sites.google.com/student.unis...) for making this happen!
LOG24 - Italy meetup - Organisers
Pietro Bongini
PostDoc @ Unisi
sites.google.com
December 6, 2024 at 11:26 PM
Such an honour to hold a keynote talk in Siena this morning at the #LoG Meetup!
Wonderful time in a beautiful city with a super community 🖤
Grateful to @cate-graz.bsky.social and the rest of the team (sites.google.com/student.unis...) for making this happen!
Wonderful time in a beautiful city with a super community 🖤
Grateful to @cate-graz.bsky.social and the rest of the team (sites.google.com/student.unis...) for making this happen!
🌟 GLOW is coming back in December with amazing speakers: Emily Jin and @joshsouthern.bsky.social !
🗓️ Dec 18th @ 17 CET on Zoom, don't miss that!
🌐 Find more here: sites.google.com/view/graph-l...
🗓️ Dec 18th @ 17 CET on Zoom, don't miss that!
🌐 Find more here: sites.google.com/view/graph-l...
December 3, 2024 at 4:32 PM
🌟 GLOW is coming back in December with amazing speakers: Emily Jin and @joshsouthern.bsky.social !
🗓️ Dec 18th @ 17 CET on Zoom, don't miss that!
🌐 Find more here: sites.google.com/view/graph-l...
🗓️ Dec 18th @ 17 CET on Zoom, don't miss that!
🌐 Find more here: sites.google.com/view/graph-l...
Reposted by Fabrizio Frasca
We’re closing out the @logconference.bsky.social meetup in Aachen with a panel on the relationship between graph learning and computer vision with fantastic panelists 🥳
November 28, 2024 at 12:59 PM
We’re closing out the @logconference.bsky.social meetup in Aachen with a panel on the relationship between graph learning and computer vision with fantastic panelists 🥳
Reposted by Fabrizio Frasca
Stephan Guennemann kicking off the LOG local meetup in Aachen.
November 27, 2024 at 2:05 PM
Stephan Guennemann kicking off the LOG local meetup in Aachen.
Reposted by Fabrizio Frasca
Topological & geometrical machine learning starter pack
go.bsky.app/HnBdLJU
go.bsky.app/HnBdLJU
November 26, 2024 at 5:03 AM
Topological & geometrical machine learning starter pack
go.bsky.app/HnBdLJU
go.bsky.app/HnBdLJU
Reposted by Fabrizio Frasca
✨EXCITING NEWS! We now have a Bluesky account!!
AND registration for the 3rd Learning on Graphs conference is open 😊
It is virtual, free to attend, livestreamed, and recorded 📹 Sign up today! The conference is this coming week 😱
forms.gle/eYiDCopJGUc8...
AND registration for the 3rd Learning on Graphs conference is open 😊
It is virtual, free to attend, livestreamed, and recorded 📹 Sign up today! The conference is this coming week 😱
forms.gle/eYiDCopJGUc8...
November 24, 2024 at 5:00 PM
✨EXCITING NEWS! We now have a Bluesky account!!
AND registration for the 3rd Learning on Graphs conference is open 😊
It is virtual, free to attend, livestreamed, and recorded 📹 Sign up today! The conference is this coming week 😱
forms.gle/eYiDCopJGUc8...
AND registration for the 3rd Learning on Graphs conference is open 😊
It is virtual, free to attend, livestreamed, and recorded 📹 Sign up today! The conference is this coming week 😱
forms.gle/eYiDCopJGUc8...
Today’s session was super 🌟
Thanks so much to our speakers Maya and Paolo and to everyone who attended.
Looking fwd to our next meeting — stay tuned!
Thanks so much to our speakers Maya and Paolo and to everyone who attended.
Looking fwd to our next meeting — stay tuned!
Join our new reading group GLOW on the foundations of graph learning. Everybody is welcome! 🌟
Next meeting: Nov 20th! 👀
Speakers: Paolo Pellizzoni and Maya Bechler-Speicher
sites.google.com/view/graph-l...
Next meeting: Nov 20th! 👀
Speakers: Paolo Pellizzoni and Maya Bechler-Speicher
sites.google.com/view/graph-l...
November 20, 2024 at 8:56 PM
Today’s session was super 🌟
Thanks so much to our speakers Maya and Paolo and to everyone who attended.
Looking fwd to our next meeting — stay tuned!
Thanks so much to our speakers Maya and Paolo and to everyone who attended.
Looking fwd to our next meeting — stay tuned!