Andreea Deac
@andreeadeac22
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Senior Research Scientist @IsomorphicLabs Previously PhD student @Mila_Quebec / Intern @DeepMind @MSFTResearch @Google / MEng @cambridge_cl
Joined November 2017
@IsomorphicLabs is applying frontier AI to help unlock deeper scientific insights, faster breakthroughs, and life-changing medicines with an ambition to solve all disease. We are thrilled to announce $600 million of investment raised in a round led by @ThriveCapital with
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We are excited to announce the expansion of our collaboration with @Novartis, doubling the number of research programs just over a year after initiating our partnership. This expansion is testament to the great progress we’ve made together and further unlocks the potential to
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We’re here at #ICML2024! Come and talk to us to learn more about our work and opportunities to join the team at Isomorphic Labs. Register your interest here: https://t.co/a8lFxTyxMX
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@IsomorphicLabs at #ICML2024 w/ @maxjaderberg @AndreyMalinin @ruthpotts @rampasek @andreeadeac22 Michael Hutchinson Clement Vignac @leslieobray @benrozemberczki Ollie Osborne @sbos @AldenHung
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Pls feel free to send me a message if you want to meet or just stop me if you see me around 😊
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In other (slightly older 😁) news, I joined Iso after finishing my PhD 🥳 and I've been having a great time for these last 6 months! I'll be at ICML and looking forward to chatting with old friends and meeting new people!
We’ll be at @icmlconf 21-27 July - if you'll be there we’d love to chat to you about our rational drug design work and opportunities to join our team. Register here https://t.co/a8lFxTyxMX to arrange a time. #ICML2024
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I had an amazing time at EEML. I expected to have interesting conversations and to learn from the best people in the field, but this week honestly exceeded my expectations 😊 Next up: ICML ⬆️
It's time for the RL tutorial at EEML'24! Introduced by the tutorial creators, @andreeadeac22 and Ognjen Milinković 🚀🤖🦾
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PhDone! I want to thank my amazing committee: @xbresson, @apsarathchandar, @pierrelux and @tangjianpku, and also the many, many people that have helped me over the years, many mentioned below. Thank you! 8 years, 4 degrees and 7 internships later I'm no longer a student 😁
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The second edition of LoG is starting, join us now! 🥳From great talks and papers to meet-ups all around the world, check https://t.co/Y9lFKPoLAK and make sure you make the most of it 📈
logconference.org
Learning on Graphs Conference
We will be starting in 15 mins! Tune into the zoom: https://t.co/XDUJBvyNU9 Or watch the youtube livestream:
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ECG leads to performance improvements for GCN/SAGE/GAT/GT in 95% of tested cases 📊 Join me in room 317B from 11:10-12 for a chat about why modulating the computation graph in Encode-Process-Decode might be the way to further empower GNNs 😊
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🌺 Aloha! Excited to present Evolving Computation Graphs (ECG) for heterophilic graphs today at the #TAGML workshop. This final piece 🧩 of my thesis involves a simple yet powerful idea: utilising point-wise and structural weak classifiers to enhance homophily in graph data.
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Interested in improving GNNs, tackling the problem of oversquashing? Head to Room 3 of the LoG's today poster session to discuss how using expander graphs as template for globally propagating information can help us deal with bottlenecks!
🍾 In "Expander Graph Propagation", @andreeadeac22, Marc Lackenby and I leverage expander graphs to improve global propagation and alleviate bottlenecks in GNNs, while remaining computationally efficient. EGP won the Best Paper Award at GLFrontiers @ NeurIPS'22!
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It's been an absolute pleasure to work with @heyu0208! This started as her 3rd year dissertation project at @Cambridge_Uni, for which she was awarded the Best Dissertation award. As she's looking to start a PhD next year, any group will be fortunate to have her!
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Come chat with us about Value Iteration-style Neural Algorithmic Reasoners in continuous space! We'll be in Room 4 at today's poster session of the LoG conference, starting in 5 minutes 🥳
More than happy 😊 to talk about our work "Continuous Neural Algorithmic Planners" ( https://t.co/d8HFMKEHbr) later at @LogConference Virtual Poster Session 2 🤩
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Hanging out with @LogConference heroes #NeurIPS2022 Looking forward to seeing you all again in another week @LogConference (please register if you haven’t!) @Zhu_Yanqiao me @GabriCorso @dereklim_lzh @andreeadeac22 @HannesStaerk (from left to right)
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I'll be presenting Expander Graph Propagation in a bit less than 1h! 😊 @PetarV_93 and I will also be around during the poster session a bit later in the day (3:30-5) if you want to discuss more about EGP. Looking forward to a day full of symmetries and geometry!
In addition, ten of the top-rated submissions were selected for oral presentations (spotlight or lightning talks). Special congratulations to these authors for their exceptional work! 🌟
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My first in-person conference #NeurIPS2022! 🥳 If you want to meet/have a coffee, DM me! I'm into leveraging structure (eg graphs, algorithms) to improve learning (eg RL) & looking for RS/postdoc positions in 2023. Any suggestions for places to be/people to talk to are welcome!
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I was impressed again and again by the quality of everything that's been going on around LoG, from papers, to reviews, to rebuttal discussions. Please sign up and join us 9th-12th Dec, as we cultivate a strong event for the graph community to display&discuss all the great work!
The paper decisions for @LogConference are out! https://t.co/y15Or3Vxe6 A huge thanks to our fantastic reviewers, area/program chairs. (best reviewers with prize money will be chosen soon) Do not forget to register for the online conference (Dec 9th-12th) for FREE! 👇 1/2
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6️⃣ days to go to register your title+abstract for the first Learning on Graphs conference! Something unique to LoG is our emphasis on review quality - we aim to bring together experts in ML for graphs and geometry. https://t.co/OAVHVYCSeg
logconference.org
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