LoG is a new annual research conference that covers areas broadly related to machine learning on graphs and geometry, with a special focus on review quality.
Based in Italy
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🚨 Early registration for LoG 2025 ends Nov 10!
📍 Arizona State University (Phoenix, AZ)
🧑🏫 For each accepted paper/tutorial, ≥1 author must attend in person: logconference.org/cfp/#atten…
🎟️ $120 early rate (full access + catering) → logconference.org/register/
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📢LoG 2025 Registration📢
👤 Venue: Arizona State University, Phoenix, AZ
🚨 For each accepted paper/tutorial, at least one author must attend in person: logconference.org/cfp/#atten…
🔗 Registration details: logconference.org/register/
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🚨 Keynote lineup for #LoG2025! 🚨
Thrilled to welcome these amazing pioneers! 🚀
- Aditi S. Krishnapriyan @ask1729 (UC Berkeley)
- Haggai Maron @HaggaiMaron (Technion / NVIDIA)
- Melanie Weber @mweber_PU (Harvard)
- Michael Galkin @michael_galkin (Google)
ALT Keynote Speakers at LoG 2025
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📢Submission deadline update📢
As we noticed there was an issue in the previous submission deadline reported on OpenReview, we decided to extend the deadline to August 24, 2025 (23:59 AoE). We’re sorry for the inconvenience!
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🏆 Best Paper Award & Honorable Mention 🏆
Congratulations to our outstanding authors for their exceptional contributions to LoG 2024! 🎉
📜 Your work inspires the entire graph and geometric ML community!
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🌟 Top Area Chairs & Honorable Mentions 🌟
A big shoutout to the amazing ACs who ensured high-quality reviews and discussions! 🙌
👏 Thank you for your dedication to the LoG 2024 community!
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✨ Top Reviewers of LoG 2024 ✨
Thank you to our incredible reviewers who went above and beyond to provide thoughtful and constructive feedback! 🙏
👏 Your efforts are the backbone of LoG’s success!
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🎤 The keynote talk by @AldenHung (@IsomorphicLabs ) is starting now!
📍 Join us here:
👉 Zoom: ucla.zoom.us/j/92573086018?p…
👉 YouTube Live: piped.video/watch?v=cWoF0sx1…
💬 Discuss on Slack: join.slack.com/t/logconferen…
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🎥 The full recording of the keynote talk by @xbresson is now available on YouTube!
Watch it here: piped.video/watch?v=reFeFpdz…
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📢 We’re live on YouTube! 🎥
Join us now for the ongoing LoG 2024 tutorial: Graph Deep Learning for Time Series Processing: Forecasting, Reconstruction, and Analysis.
👉 Watch here: piped.video/watch?v=SqBGB3b3…
Don’t miss out! 💡
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✨EXCITING NEWS! Registration for the 3rd Learning on Graphs conference is now open 📷 It is virtual, free to attend, livestreamed, and recorded 📷forms.gle/eYiDCopJGUc8pxgX8
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🌍 Excited to share worldwide Active Meetups for the Learning on Graphs Conference 2024! Connect locally, discuss cutting-edge research, and collaborate globally in ML on graphs & geometry. Find your meetup here: logconference.org/💡#LOG2024 #GraphML #Networking
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In case you are also looking for some goodies to add to your collection of conference gadgets, check this out:
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✨EXCITING NEWS! Registration for the 3rd Learning on Graphs conference is now open 😊
It is virtual, free to attend, livestreamed, and recorded 📹 Sign up today!
forms.gle/eYiDCopJGUc8pxgX8
ALT Screen capture of LoG website. The conference is Nov 26-29, 2024. See our website for more details: https://logconference.org/.
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Each week, we want to highlight @LogConferencepapers! ✨
Check out "Flashlight: Scalable Link Prediction With Effective Decoders" by @wangyiw33973985, @BryanHooi1, Yozen Liu, Tong Zhao, @Zhichun5, and Neil Shah.
proceedings.mlr.press/v198/w…
ALT Screenshot of title, authors, and abstract of paper from PDF.
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⏰The clock is ticking!
Only 2⃣0⃣ hours left to submit your abstract to the @LogConference !
logconference.org/cfp/
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⏰The deadline for abstract submission to the @LogConference is almost here:
2⃣days and 2⃣2⃣ hours left!
⏳Don't miss out and please submit your abstracts!
logconference.org/cfp/
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Each week, we want to highlight @LogConference papers!
✨Check out "Distributed Representations of Graphs for Drug Pair Scoring" by @paulmorio , @pl219_Cambridge , and @Mateja_Jamnik !
proceedings.mlr.press/v198/s…
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Each week, we want to highlight @LogConference papers!
✨ Check out "Learning Graph Search Heuristics" by
Michal Pándy, Weikang Qiu, @GabriCorso, @PetarV_93, Zhitao Ying, @jure, Pietro Lio
openreview.net/pdf?id=-xjStp…
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⏰Only 3 weeks left to submit your papers!
📜Please share your research at @LogConference !
🗓️Abstract deadline: September 4th
🗓️Submission deadline: September 11th
Check the countdown: aideadlin.es/conference/?id=…
Call for papers: logconference.org/cfp/
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Each week, we want to highlight @LogConference papers!
✨ Check out "Systematic Evaluation of Node Embedding Robustness" by Alexandru Mara, @jlijffijt, Stephan Günnemann, and @TijlDeBie.
proceedings.mlr.press/v198/m…
ALT Screenshot of title, authors, and abstract of paper from PDF.
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Each week, we want to highlight @LogConference papers!
✨Check out "Representation Learning on Biomolecular Structures Using Equivariant Graph Attention" by @tuanle618 , @FrankNoeBerlin , and Djork-Arné Clevert!
proceedings.mlr.press/v198/l…
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Each week, we want to highlight @LogConference
papers!
Check out "Taxonomy of Benchmarks in Graph Representation Learning" by Renming Liu, Semih Cantürk, Frederik Wenkel, Sarah McGuire, et al. proceedings.mlr.press/v198/l…
ALT Screenshot of title, authors, and abstract of paper from PDF.
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Each week, we want to highlight @LogConference papers!
✨ Check out "Expander Graph Propagation" by @andreeadeac22, Marc Lackenby, and @PetarV_93!
proceedings.mlr.press/v198/d…
ALT Screenshot of title, authors, and abstract of paper from PDF.
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Each week, we want to highlight @LogConference papers!
✨ Check out "A Latent Diffusion Model for Protein Structure Generation" by @Cong_Fu_ @KeqiangY @limei69990587 Wing Yee Au @mmcthrow Tao Komikado, Koji Maruhashi, Kanji Uchino, Xiaoning Qian, and @ShuiwangJi !
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Each week, we want to highlight @LogConference papers!
✨ Check out "WL meet VC" by
@chrsmrrs Christopher Morris, Floris Geert, @jonshoff
Jan Tönshof, and Martin Grohe!
proceedings.mlr.press/v202/m…
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Each week, we want to highlight @LogConference
papers!
✨ Check out "DiffWire: Inductive Graph Rewiring via the Lovász Bound" by @Arnaiztech, Ahmed Begga, @Fescolano, and @nuriaoliver!
proceedings.mlr.press/v198/a…
ALT Screenshot of title, authors, and abstract of paper from PDF.
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We are happy to announce that both Smita Krishnaswamy and Guy Wolf will be our PCs for LoG 2024🎉
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✨ Each week, we want to highlight @LogConference papers!
Check out "On Performance Discrepancies Across Local Homophily Levels in Graph Neural Networks" by Donald Loveland, @jiong971, @lastgoodcaesar, Benjamin Fish, Michael T. Schaub, & @danaikoutra! proceedings.mlr.press/v231/l…
ALT Screen capture of title, authors, and abstract of paper linked in tweet.
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🚀 Great news! The @LogConference 2023 proceedings are now available on PMLR: proceedings.mlr.press/v231/ — thanks to the entire community!
We also have some exciting updates about the next edition of LoG, coming soon... ⌛️
ALT Screenshot of the proceedings page for LoG 2023. The page reads "PMLR Proceedings of Machine Learning Research Volume 231: Learning on Graphs Conference, 27-30, November 2023, Virtual Editors: Soledad Villar, Benjamin Chamberlain."
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THANK YOU VERY MUCH, to each and every one of you, for your enthusiastic participation at the second Learning on Graphs conference!
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Join us now: piped.video/watch?v=OcruIkiR…
In 30 minutes, we will start the 4th and final day of LoG 2023:
📣 3 excellent orals on graph compression, positional encodings, and molecular GNNs
🗝️ A super exciting keynote by @KyleCranmer
⚙️ An extensive tutorial on GNNs for recommendation systems
🙏 Closing remarks
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In 30 minutes, we will start the 4th and final day of LoG 2023:
📣 3 excellent orals on graph compression, positional encodings, and molecular GNNs
🗝️ A super exciting keynote by @KyleCranmer
⚙️ An extensive tutorial on GNNs for recommendation systems
🙏 Closing remarks
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Welcome to LoG 2023, day 3 -- today we have:
🏠 Networking on GatherTown
🎤 Stefanie Jagelka's keynote
🌟 3x oral presentations on homophily, multi-relational GNNs, and cell complexes
See you soon!
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Join us for @loukasa_tweet's talk on why antibody design is a very hard but possibly tractable problem for geometric deep learning!
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The oral presentations today are exploring algorithmic reasoning, alignment, and theoretical foundations of GNNs -- super exciting ideas!
Maybe algorithmic GNNs hold the key for reasoning in LLMs? ;)
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On Day 2 of LoG 2023, we have:
🧬 an exciting keynote by @loukasa_tweet from @PrescientDesign on GDL for protein design
🏠 the second poster session on GatherTown
🚀 algorithmically themes oral presentations (see below)
⚖️ tutorial on how to scale up your GNN
See you there!
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You can already find it here: piped.video/watch?v=jyKwk6b_…
(We still need to timestamp it)
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The first poster session is happening NOW on GatherTown: app.gather.town/app/etG6JBKc…
See you there!!
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Thank you @jure for an inspiring keynote and for engaging with all the questions from the community!
Its exciting to hear about a new field being born
** Relational Deep Learning **
RelBench: relbench.stanford.edu/
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@jure is talking about something that he has been working on for 2 years very quietly, and its so exciting that he is announcing it to the world at LoG!
Tune in now!
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And finally, the Best Paper Award goes to Josef Hoppe (hoppe.io/) and Michael Schaub (michaelschaub.github.io/)!
🏆🏆🏆
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@minjie_nyu @PetarV_93 @epomqo -- Thank you very much for being awesome Area Chairs! Thank you for going above and beyond!
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Here are the top 10 reviewers for LoG 2023, as chosen by the community! Congratulations to everyone, and thank you for your contribution to LoG! 🤗
@DobrikG @MoreheadAlex @Francesco_dgv @luoyunan @RishiSonthalia @gbouritsas @arjunsubgraph J. Nastos C. Bravo-Hermdorff, R. Abboud
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