İsmail İlkan Ceylan
@ismaililkanc
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Associate Member @UniofOxford, Faculty at TU Vienna, Adjunct PI at AITHYRA | Research on Graphs, Geometry, AI4Science
Vienna
Joined October 2023
One of the coolest datasets to come out on @huggingface recently is a collab between @UniofOxford and @Mila_Quebec. 🧑🔬 ManyPeptidesMD Huge molecular dynamics with 4.3 ms across 21,700 peptides. All info on the data gen available. Comes with a model, too. 👏 @charliebtan
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We are organizing the CoLearn workshop in Aachen ( https://t.co/FiDVbRbp1j), fostering exchange between combinatorial optimization and machine learning, with a fantastic keynote speaker lineup, including @69aLodi, N. Megow, M. Skutella, G. Schäfer, Y. Zhang, and J. Toenshoff.
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Very excited to share this! We introduce a new approach to knowledge graph foundation models built on probabilistic equivariance. The model is simple, expressive, and probabilistically equivariant — and it works remarkably well! Collaboration led by @jw9730 and @hxyscott.
New preprint: Flock, a foundation model for link predictions on knowledge graphs that zero-shot generalizes to novel entities and relations. Instead of message passing, Flock operates on anonymized random walks, processed by sequence neural nets. Paper: https://t.co/bKmKwmh7Fa
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New preprint: Flock, a foundation model for link predictions on knowledge graphs that zero-shot generalizes to novel entities and relations. Instead of message passing, Flock operates on anonymized random walks, processed by sequence neural nets. Paper: https://t.co/bKmKwmh7Fa
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🚀Curly Flow Matching has been accepted to @NeurIPSConf 2025! Massive shot out to my awesome collaborators @lazar_atan @viggomoro @KKapusniak1 @ismaililkanc @mmbronstein @bose_joey @AlexanderTong7 Stay tuned for the camera-ready version+code soon 📸 See you in San Diego! 😎
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Speaking under the gaze of the emperor. Haven't done that before...lovely to be in #Vienna.
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Amazing talk by @francesarnold at AITHYRA symposium in one of the best possible venues in Vienna!
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📣 Our team is hiring (research scientist and SWE roles) - perhaps the best place where you can blend graph learning experience with the most advanced AI research :) Application link and all the downsides of our job: https://t.co/POGyCAnfbZ Drop me a CV in PMs too
linkedin.com
Hey; we're #hiring more in Google Research for Graphs & AI !! Instead of telling you why you should apply, let me list the d͟o͟w͟n͟s͟i͟d͟e͟s͟ of the job (𝘴𝘰𝘳𝘳𝘺 𝘏𝘙): 🧩𝗣𝗿𝗼𝗯𝗹𝗲𝗺𝘀 𝘁𝗼𝗼...
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Thrilled to announce I'm starting as a Principal Investigator at #Aithyra in Vienna! We'll be developing generative models to understand cell biology and design proteins. I'm hiring PhDs, Postdocs, & Visiting Researchers! PhD applications by Sept 10:
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🔬 Interested in AI4Science? 📢 2 Funded PhD positions at TU Wien in Learning on Graphs & Geometry with AITHYRA! 🗓 Apply by Sept 4, 2025 📍 Vienna, Austria 🔗 https://t.co/aFItZ9Kzgt
#PhD #AI4Science #MachineLearning #GeometricDeepLearning #TUWien #AITHYRA
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We're very excited to have Ismail join us. A massive boost to #machinelearning at #tuwien
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Thrilled to share that I’ll be joining TU Vienna as CS Faculty! Excited to teach, research, and collaborate in this inspiring community — all while continuing to supervise my talented students at Oxford. Looking forward to this adventure! #TUVienna #AITHYRA #UniversityOfOxford
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Will you still need me, will you still feed me, when I'm 94? Happy Birthday Roger.
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🚨 Job Alert: We're hiring a Postdoc in Geometric Deep Learning & AI for Science! Join me & @mmbronstein in an exciting collaboration between AITHYRA and @tu_wien. Apply now 👉 https://t.co/owpm8HqUGN
#AIforScience #GeometricDeepLearning #Postdoc #AITHYRA #TUWien
aithyra.onlyfy.jobs
This job is not active anymore. It was closed on Oct 13, 2025.
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I’m happy to share that I’m starting a new position as Adjunct PI at AITHYRA Research Institute for Biomedical Artificial Intelligence! Excited to contribute to cutting-edge research at the intersection of AI and biomedicine. 🧠🤖 #AI #BiomedicalResearch #AITHYRA #Vienna
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Apply for the AITHYRA-CeMM International PhD Program! 15-20 fully funded PhD fellowships available in Vienna in AI/ML and Life Sciences Deadline for applications: 10 September 2025 https://t.co/0gQFlg9sQX
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Advanced version of Gemini Deep Think (announced at #GoogleIO) using parallel inference time computation achieved gold-medal performance at IMO, solving 5/6 problems with rigorous proofs as verified by official IMO judges! Congrats to all involved! https://t.co/K41O8PUTDd
deepmind.google
The International Mathematical Olympiad (“IMO”) is the world’s most prestigious competition for young mathematicians, and has been held annually since 1959. Each country taking part is represented by…
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Happening now!
🚨 Excited to announce that "How Expressive are Knowledge Graph Foundation Models?" is coming to ICML 2025! 🎉 📅 Wednesday, July 16th 🕟 4:30 PM 📍 Booth #E-3011 Come by to chat about motifs, expressiveness, and the future of graph foundation models! 🔍📊🔗
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(N)EurIPS
NeurIPS is pleased to officially endorse EurIPS, an independently-organized meeting taking place in Copenhagen this year, which will offer researchers an opportunity to additionally present their accepted NeurIPS work in Europe, concurrently with NeurIPS. Read more in our blog
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Seinfeld, if your soul is old enough.
Breaking Bad and Better Call Saul are two of the best TV shows ever. Any other shows to add?
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