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Eleonora Giunchiglia

@e-giunchiglia.bsky.social
734 followers 268 following 38 posts

Assistant Professor at Imperial College London | EEE Department and I-X. Neuro-symbolic AI, Safe AI, Generative Models Previously: Post-doc at TU Wien, DPhil at the University of Oxford.

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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 03/09/2026
If you want your LLM to have guaranteed compliance with constraints within a **finite token budget** have a look at our new #EMNLP paper! 🌟
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 02/09/2026
Cannot recommend a position more! Cool research and super cool collaborators! 🌟
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 13/04/2026
Excited to host Prof. @iaugenstein.bsky.social at the @imperial-ix.bsky.social & Digital Foundry Seminar Series! Title: Understanding The Interplay Between LLMs' Utilisation of Parametric and Contextual Knowledge 📅 30 April, 14:00–15:00 📍 White City & MS Teams Register via poster!
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 15/12/2025
📣 PhD opening – Fall 2026 The DUCK Lab @imperialcollegeldn.bsky.social is looking for a PhD student to join us! Why 🦆? We work on foundational aspects of #neurosymbolicAI and #SafeAI. 👉 DUCK = Data, Uncertainty, Constraints & Knowledge 📩 Apply by emailing: e.giunchiglia@imperial.ac.uk
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 03/12/2025
I will presenting this work at #EurIPS tomorrow! 📍Come to poster #30!
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 06/11/2025
Want to use your favourite #NeSy model but afraid of the reasoning shortcuts?🫣 Fear not💪🏻In our #NeurIPS2025 paper we show that you just need to equip your favourite NeSy model with prototypical networks and the reasoning shortcuts will be a problem of the past!
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 04/11/2025
🚀 We're hiring! @imperialcollegeldn.bsky.social is recruiting a Postdoc in Neurosymbolic AI for Chemistry in the amazing Prof. Kim Jelfs’ group!🎯 Work at the intersection of symbolic reasoning, ML, and molecular design — incl. logic-guided generative models & GNNs. ⚛️🤖
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Emile van Krieken @emilevankrieken.com · 11/09/2025
Organising NeSy 2025 together with some of my favourite people (@e-giunchiglia.bsky.social @lgilpin.bsky.social @pascalhitzler.bsky.social) really was a dream. Super proud of what we've achieved! See you next year 😘
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 04/06/2025
If you're around London (or online!) tomorrow, don’t miss this — @nolovedeeplearning.bsky.social will be talking about #neurosymbolic #AI, #reliability, and #reasoning at @imperialcollegeldn.bsky.social and @imperial-ix.bsky.social ⚡️ Come along, tune in, or ping him for a coffee ☕👇
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 29/05/2025
⏳⏳⏳ One more day to the NeSy abstract submission! Don't miss it! Full timeline at: 2025.nesyconf.org/call-for-pap...
2025.nesyconf.org
NeSy 2025
19th International Conference on Neurosymbolic Learning and Reasoning (NeSy 2025, 8-10 September 2025, Santa Cruz, CA, USA)
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 27/05/2025
🚨🚨 Last I-X Seminar of the Year! Don’t miss Dr Antonio Vergari (@nolovedeeplearning.bsky.social) on Logically-Consistent Deep Learning — a crucial topic at the intersection of logic & neural networks! 🌟
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 23/04/2025
🚨New at #ICLR: we introduce the first ever 𝐥𝐚𝐲𝐞𝐫 that makes 𝐚𝐧𝐲 neural network 𝐜𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐭 𝐛𝐲 𝐝𝐞𝐬𝐢𝐠𝐧 with constraints expressed as 𝐝𝐢𝐬𝐣𝐮𝐧𝐜𝐭𝐢𝐨𝐧𝐬 𝐨𝐟 𝐥𝐢𝐧𝐞𝐚𝐫 𝐢𝐧𝐞𝐪𝐮𝐚𝐥𝐢𝐭𝐢𝐞𝐬—even if they define 𝐧𝐨𝐧-𝐜𝐨𝐧𝐯𝐞𝐱 𝐬𝐩𝐚𝐜𝐞𝐬!
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 26/03/2025
🌟absolutely unmissable event! 🌟 Don’t forget to register!!
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I-X @imperial-ix.bsky.social · 26/03/2025
Join us for our next I-X seminar with Professor Tim Rocktäschel (UCL & Google DeepMind) titled "Open-Endedness and General Intelligence". 🕓 13:30 - 14:30 (GMT) 📅 Thursday, 3 April 📍 Hybrid (White City Campus / MS Teams) 🔗Register now: ix.imperial.ac.uk/event/i-x-se... @e-giunchiglia.bsky.social
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 07/03/2025
🙌 Don’t forget to register!!!
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 21/02/2025
🙌🏻 NeSy Confence = Amazing Speakers!!! 🙌🏻 ⏳Do not forget to submit your abstract before the deadline!
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 05/02/2025
🚀 Fully funded PhD in Neurosymbolic AI for Finance 💰🤖 🔍 Work at Imperial College London on cutting-edge AI for financial applications! [1/3]
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 10/01/2025
🦕 Special track at NeSy dedicated to KGs and Ontologies!! Have a look 🙌
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 16/12/2024
🔔 Are you working on informed-ML, Neuro-symbolic AI or ML verification? 🙌 Our special track on the Journal of Artificial Intelligence Research (JAIR) about "Integration of Logical Constraints in Deep Learning" is the right venue for you! 🙌 CfP: www.jair.org/index.php/ja... Deadline: May 31, 2025
jair.org
Integration of Logical Constraints in Deep Learning | Journal of Artificial Intelligence Research
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Alfredo Canziani @alfcnz.bsky.social · 12/12/2024
Neural Concept Binder @WolfStammer
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Imperial EEE @imperialeee.bsky.social · 13/12/2024
Hello! The Department of Electrical and Electronic Engineering at @imperialcollegeldn.bsky.social has joined Bluesky 🦋 We'll be sharing research, education and community news, and upcoming Department events and opportunities. Staff, students, alumni and friends please give us a follow! 💙
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I-X @imperial-ix.bsky.social · 11/12/2024
📢 PhD funding opportunity! Dr Felipe Tobar (Department of Mathematics & I-X) is seeking PhD students to join his research group. The research areas include Gaussian processes, optimal transport, diffusion models, and time series. Apply through the CDTs: 🔗 CCMI: ccmi-cdt.org 🔗 StatML: statml.io
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 11/12/2024
🦕 want to submit to the Nesy conference but you don’t know how? 🦕 Fear not! 🙌 Our call for papers is now online! Check it out!
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Samuele Bortolotti @samubortolotti.bsky.social · 10/12/2024
📣 Does your model learn high-quality #concepts, or does it learn a #shortcut? Test it with our #NeurIPS2024 dataset & benchmark track paper! rsbench: A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts What's the deal with rsbench? 🧵
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Brandon Amos @bdamos.bsky.social · 05/12/2024
hi everyone!! let's try this optimal transport again 🙃
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I-X @imperial-ix.bsky.social · 05/12/2024
📢 Ready to shape the future of #AI? Apply for our MSc in Artificial Intelligence Applications and Innovation! Applications are open for 2025 academic year. The deadline for round one applications is Thursday, 16 January 2025. 🔗 Find out more and apply: ix.imperial.ac.uk/masters-prog...
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uai2026 @auai.org · 04/12/2024
who needs to keep track of all the profiles of conferences in #AI and #ML on 🦋? go.bsky.app/SZEr8Jf
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I-X @imperial-ix.bsky.social · 03/12/2024
This weekend, MSc and PhD students from @imperialcollegeldn.bsky.social and affiliated CDTs at King's College participated in a Hackathon organised by Fetch.ai Innovation Lab and hosted by I-X. The challenge was provided by Moderna, Imperial Business Partner. 🔗 www.imperial.ac.uk/news/258973/...
imperial.ac.uk
Imperial students tackle vaccine hesitancy during the Hackathon | Imperial News | Imperial College London
Students harnessed Fetch.ai’s agents technology to address vaccine hesitancy during a two-day Hackathon at I-X.
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Mathias Niepert @mniepert.bsky.social · 30/11/2024
We analyzed the behavior of Gumbel softmax in complex stochastic computation graphs. It’s a combination of vanishing gradients and a tendency to fall into poor local minima, underutilizing available categories. We also have some ideas for improvements. proceedings.neurips.cc/paper/2021/h...
proceedings.neurips.cc
Efficient Learning of Discrete-Continuous Computation Graphs
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 29/11/2024
🦋 Imperial-X landed on BlueSky as well!!! 🦋 👉 Use this starter pack to stay updated with the AI research happening at Imperial!!! 🙌
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Emile van Krieken @emilevankrieken.com · 29/11/2024
Yeah, many people miss this: Gumbel softmax is not applicable when you want to branch! You can hack your way around it, but bias compounds very rapidly
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Aadam @aadam.dev · 28/11/2024
A great resource to quickly follow the #NeSy folks. #NeuroSymbolicAI
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Eleonora Giunchiglia @e-giunchiglia.bsky.social · 24/11/2024
🔥 Follow this page 👉 bsky.app/profile/nesy... to stay updated with the 2025 Neuro-symbolic AI conference 🦕🦕🦕
bsky.app
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Emile van Krieken @emilevankrieken.com · 11/11/2024
I made a starter pack with the people doing something related to Neurosymbolic AI that I could find. Let me know if I missed you! go.bsky.app/RMJ8q3i
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Emile van Krieken @emilevankrieken.com · 21/11/2024
My amazing collaborators @sbadredd.bsky.social and @e-giunchiglia.bsky.social have landed! We're working on a Python library for accessible Neurosymbolic Learning called ULLER, that we plan to release soon. White paper: arxiv.org/abs/2405.00532
arxiv.org
ULLER: A Unified Language for Learning and Reasoning
The field of neuro-symbolic artificial intelligence (NeSy), which combines learning and reasoning, has recently experienced significant growth. There now are a wide variety of NeSy frameworks, each wi...
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