Iulia Duta
@DutaIulia
PhD student @Cambridge_CL. Previously ML Researcher at Bitdefender (http://bit-ml.github.io). Interested in (Hyper)Graph Neural Networks. http://iuliaduta.gith
Unfortunately, not able to attend #ICML2025 this year, but happy to share our accepted paper: 𝐒𝐏𝐇𝐈𝐍𝐗: 𝐒𝐭𝐫𝐮𝐜𝐭𝐮𝐫𝐚𝐥 𝐏𝐫𝐞𝐝𝐢𝐜𝐭𝐢𝐨𝐧 𝐮𝐬𝐢𝐧𝐠 𝐇𝐲𝐩𝐞𝐫𝐠𝐫𝐚𝐩𝐡 𝐈𝐧𝐟𝐞𝐫𝐞𝐧𝐜𝐞 𝐍𝐞𝐭𝐰𝐨𝐫𝐤 w/ @pl219_Cambridge arxiv.org/pdf/2410.03208 1/2
Honored to be part of another amazing edition of #EEML 🇷🇸
📐🕳️📚 Our final tutorial at EEML'24 concerned geometric deep learning 🌐 helping participants implement their own GNNs, from scratch and with @PyG_Team, followed by exploring deep phenomena such as oversquashing! Diligently prepared by @DutaIulia and Vladimir Viktor Mirjanić.
What would be your favorite time for future LoG submission deadline? Express your opinions! For any month not listed, feel free to reply below!
The submission deadline for the Best Romanian AI Thesis Awards (BRAIT) 🏆 competition has been extended to July 7, 2025 ⏳ For more details, check out the competition page days.airomania.eu/brait2025
Applications are now open for EEML 2025 in Sarajevo, Bosnia and Herzegovina, 21-26 July! 🎉 Learn from top AI researchers and connect with peers in Sarajevo 🇧🇦, a historical crossroads of East and West. Needs-based scholarships are available. Deadline: 31 March 2025.
Its amazing to see the LoG meetups around the world!
🌍 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
Last day to submit your best papers to the best annual graph machine learning conference!
⏰The clock is ticking! Only 2⃣0⃣ hours left to submit your abstract to the @LogConference ! logconference.org/cfp/
We're organizing a #NeurIPS2024 workshop on Causality and Large Models. Do you have thoughts about (causal) reasoning, identifiability, grounding, robustness, or interpretability? Is it all a mirage or can large models achieve them? Tell us your findings in a paper or come chat!
We are happy 😁 to announce 📢 the First Workshop on Causality and Large Models (C♥️LM) at #NeurIPS2024 📜 Submission deadline: September 06 (4-6 pages) 💻 Website: calm-workshop-2024.github.io
EEML'24 Day 5 Videos are out! 🇷🇸 (2/2) * AI in Therapeutics (@GligorijevicV): youtu.be/OitlWkJPLjY?si… * Geometric DL Tutorial (@DutaIulia & Vladimir Viktor Mirjanić): youtu.be/ZvpxLfDz_mk?si… You may find the Colab for the GDL Tutorial 🌐 at this link: github.com/eemlcommunity/…
EEML'24 Day 5 Videos are out! 🇷🇸 (1/2) * AI for Agriculture (Krstan Kešelj): youtu.be/-bFErhGFvDU?si… * Advanced Architectures (Răzvan Pașcanu): youtu.be/-_H9icSG2qs?si… * Active Learning (@velibor): youtu.be/QSeUv4xhNM8?si… * @UiPath keynote (@_tudor): youtu.be/8ePHIhA6p80?si…
Please help us keep the school running! Any help, regardless of the amount, makes the difference!! 🙏🙏
Help make M2L Summer School happen in future editions! 📢 Every pledge (donation) made by 30th August will be matched, doubling your impact. 📷 Let's make a difference together! 📷community.biggive.org/s/pledge?campa…… #M2LSummerSchool #BigGive @biggive
Last chance⏳to submit your work for the Best Romanian AI Thesis 🎓Awards! The 5th edition of AI Romania Days is happening in Bucharest, organized by the EEML creators 🎉. Don’t miss out! #AI #Romania #EEML
Deadline for the Best Romanian AI Thesis Awards - Phase 1 (theses from 2023) extended to May 22, 2024 days.airomania.eu/competition 🎉🇷🇴. One more week to submit your work🚀🤖
There's only ~2 days to go to send your application to this year's EEML Summer School, proudly hosted in Novi Sad 🇷🇸 Our team is working hard behind the scenes to make it an event to remember. The speaker list speaks for itself 🤩 I really hope to see you there!
DEADLINE March 29: prepare and submit your application for EEML 2024, Novi Sad, Serbia eeml.eu 🇷🇸. Topics: Basics of ML, Multimodal learning, NLP, Advanced DL architectures, Generative models, AI for Science. Check our stellar speakers! Scholarships available! 🎉
🚨 Don't miss your chance to apply for M2L Summer School 2024! 🚨 Accepting applications until we reach 500 submissions - we have already received a large number! ➡️ Head straight to m2lschool.org/application #M2L #MachineLearning #SummerSchool #Milan
Proud to announce the 4th edition of the M2L Summer School! 📷 Learn from & connect with renowned experts and peers in Milan, 9-13 Sept 2024! 📷 Apply now at m2lschool.org/application #M2L #MachineLearning #SummerSchool #Milan
First time giving a guest lecture on Hypergraph Representation Learning at the Geometric Deep Learning course @Cambridge_CL. An emerging topic that is rapidly gaining momentum. Thank you @PetarV_93 for the invitation and @chaitjo for the photo.
Applications now open for EEML2024, Novi Sad, Serbia, 10-15 July! Deadline: 29 March 2024. Send your application eeml.eu for a chance to network with like-minded peers and learn from our stellar speakers. Need-based scholarships available!
I went on a tour giving talks on AI to high-schoolers in Transylvania. In the school I was going to visit on Wednesday, Tamási Áron School, a roof collapsed today, killing a teenager, leaving another in coma please donate to their families and peers here gofund.me/0711ded7
Conditioning diffusion-based generative models for motif scaffolding? Come check out our talk at 11.05 in Room 242 at @AI4D3, or visit our poster in the break. @DidiKieran Francisco Vargas @vdutor @MathieuEmile @julia_tweeting_
Excited to present this on Wednesday at #NeurIPS (poster #616). See you there!! 🎷
🎉Very happy to announce that Sheaf Hypergraph Networks got accepted to #NeurIPS2023. Many thanks to my collaborators @glcssr @fabreetseo @pl219_Cambridge. 📜arxiv.org/abs/2309.17116 Details 👇🏻 1/4
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