Iulia Duta

PhD student @Cambridge_CL. Previously ML Researcher at Bitdefender ( Interested in (Hyper)Graph Neural Networks.

[Iulia Duta @DutaIulia]

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 https://t.co/xS0HLxazTd
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[Chaitanya K. Joshi @chaitjo]

I recently joined The Pauling Principle podcast with @tordable to discuss our research on RNA design, hot takes on architecture research in BioML, origins of life, and being in a wet lab!

Feels pretty surreal that I'm interesting enough to be on a podcast (?) 🧵

[Iulia Duta @DutaIulia]

No annotated hypergraphs? No problem. Our method discovers higher-order interactions without ground-truth structures, capturing hidden relations and offering improved interpretability.
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[Iulia Duta @DutaIulia]

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 https://t.co/xS0HLxazTd
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[AIRomania @RomaniaAi]

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 https://t.co/YEsLhTBV8L

[EEML @EEMLcommunity]

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.

[Chaitanya K. Joshi @chaitjo]

Its amazing to see the LoG meetups around the world!

[Iulia Duta @DutaIulia]

@nitarshan Massive congrats Nitarshan!!

[Yuanqi Du @YuanqiD]

Last day to submit your best papers to the best annual graph machine learning conference!

[Andrei Nicolicioiu @anNicolicioiu]

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!

[Petar Veličković @PetarV_93]

EEML'24 Day 5 Videos are out! 🇷🇸 (2/2)

* AI in Therapeutics (@GligorijevicV): https://t.co/VXdHlZ7KJH

* Geometric DL Tutorial (@DutaIulia & Vladimir Viktor Mirjanić): https://t.co/tpH7jY1v8W

You may find the Colab for the GDL Tutorial 🌐 at this link:

https://t.co/3l56FQJTvO

[Iulia Duta @DutaIulia]

@DobrikG So far I am taking one to Romania :p

[Iulia Duta @DutaIulia]

Honored to be part of another amazing edition of #EEML 🇷🇸

[Petar Veličković @PetarV_93]

📐🕳️📚

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.

[Iulia Duta @DutaIulia]

@olgazaghen @GRaM_workshop @AntonioLonga94 @steveazzolin @lev_telyatnikov @andrea_whatever @pl219_Cambridge Congrats, Olga!

[Francesco Visin @FrancescoVisin]

Please help us keep the school running! Any help, regardless of the amount, makes the difference!! 🙏🙏

[Elena Burceanu @ilarele]

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

[Petar Veličković @PetarV_93]

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!

[Iulia Duta @DutaIulia]

@ML_DL_eng @Cambridge_CL @PetarV_93 @chaitjo Slides for the talk are here: https://t.co/BIoLlZEHcT

[Iulia Duta @DutaIulia]

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.

[M2L school @M2lSchool]

🚨 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 https://t.co/aPrPNxtV1Z

#M2L #MachineLearning #SummerSchool #Milan

[Learning on Graphs Conference 2026 @LogConference]

What would be your favorite time for future LoG submission deadline? Express your opinions! For any month not listed, feel free to reply below!