Cosimo Gregucci@ICML
@c_gregucci
#MSCA PhD student in #ML #AI at @Uni_Stuttgart | #knowledge #graphs #neuro #symbolic #reasoning
Thanks to everyone who stopped by our work! If you missed it and want to know more, just drop me a message! #ICML2025
Spotlight poster coming soon at #ICML2025 @icmlconf! 📌East Exhibition Hall A-B E-1806 🗓️Wed 16 Jul 4:30 p.m. PDT — 7 p.m. PDT 📜arxiv.org/pdf/2410.12537 Let’s chat! I’m always up for conversations about knowledge graphs, reasoning, neuro-symbolic AI, and benchmarking.
Some very low-dimensional posters around these days #ICML2025
Spotlight poster coming soon at #ICML2025 @icmlconf! 📌East Exhibition Hall A-B E-1806 🗓️Wed 16 Jul 4:30 p.m. PDT — 7 p.m. PDT 📜arxiv.org/pdf/2410.12537 Let’s chat! I’m always up for conversations about knowledge graphs, reasoning, neuro-symbolic AI, and benchmarking.
🚨Is complex query answering really complex?🚨 unfortunately not! the current benchmarks boil down to link prediction 98% of the time... how to fix this??? 👇👇👇 📜arxiv.org/abs/2410.12537 with @c_gregucci @BoXiongs @loreloc_ @PMinervini @ststaab
To appear at ICML 2025 (@icmlconf) as a spotlight! 🚀🚀🚀
🚨Is complex query answering really complex?🚨 unfortunately not! the current benchmarks boil down to link prediction 98% of the time... how to fix this??? 👇👇👇 📜arxiv.org/abs/2410.12537 with @c_gregucci @BoXiongs @loreloc_ @PMinervini @ststaab
hi, we found problematic benchmarks in complex query answering as well! arxiv.org/abs/2410.12537 @tetraduzione @Mniepert @c_gregucci @chrsmrrs @michael_galkin
We will be hiring one research fellow to work on multi-modal foundation models! The job ad will be online in the next few days 🙂
Our Generative AI Hub (genai.ac.uk) will soon be hiring a Research Fellow to work on multi-modal AI models at @InfAtEd! If you're interested, please watch this space! 🚀🚀🚀
We are going to present our poster "Sum of Squares Circuits" at AAAI in Philadelphia today Hall E 12:30pm-14:00pm poster #840 We trace expressiveness connections of different types of additive and subtractive deep mixture models and tensor networks 📜 arxiv.org/abs/2408.11778
We learn more expressive mixture models that can subtract probability density by squaring them 🚨We show squaring can reduce expressiveness To tackle this we build sum of squares circuits🆘 🚀We explain why complex parameters help, and show an expressiveness hierarchy around🆘
Finally, LOgically COnsistent (LoCo) LLaMas can outperform solver-based baselines and SFT! I thank @tetraduzione and @looselycorrect for the guidance in realizing this project, get in touch or come to chat in Singapore! arxiv.org/abs/2409.13724
Many people are in the middle of the @CVPR deadline. So I'm sharing my guide to writing a CVPR paper (or any paper). My students have had this for years but I haven't shared it publicly before. I hope you find it useful and write a great paper. #CVPR2025 medium.com/@black_51980/w…
🚨Is complex query answering really complex?🚨 unfortunately not! the current benchmarks boil down to link prediction 98% of the time... how to fix this??? 👇👇👇 📜arxiv.org/abs/2410.12537 with @c_gregucci @BoXiongs @loreloc_ @PMinervini @ststaab
yes! the way missing edges are placed is the key ingredient to complexity in CQA. 🚨🚨🚨 Unfortunately, all current benchmarks are baby benchmarks requiring to predict a single missing edge for 99% queries... Bottom line: we are just evaluating link prediction...
We learn more expressive mixture models that can subtract probability density by squaring them 🚨We show squaring can reduce expressiveness To tackle this we build sum of squares circuits🆘 🚀We explain why complex parameters help, and show an expressiveness hierarchy around🆘
Interested in LLMs and KGs? Join our challenge on Knowledge Base construction with LLMs. #ISWC2024 #KnowledgeGraphs #LLM
Join the LM-KBC CHALLENGE @ ISWC 2024! Can you construct high-quality KBs directly from LLMs? 2 months time till submissions are due. @iswc_conf lm-kbc.github.io/challenge2024/
From the hackathon to escape rooms🙂 @IAkaichi @UQudus @EKoulierakis @kouagou_dah @c_gregucci @Marm_mhm
Workshop 2nd day: Team building activity in an escape room 🙂@knowgraphs
An Italian university is offering a 1-year research contract for 19,400 euros, post-doc preferred. That's actually a standard remuneration for this kind of contracts in Italy. No wonder you find so many Italian researchers outside of Italy.
Happy to share that my PhD symposium paper is among the best nominee papers! #eswc2023
#ESWC2023 PhD symposium best paper nominees
The social event for students will take place tonight after the conference hours #ESWC2023 #studentevent
After conference hours, student social event on May 29 #ESWC2023 will offer the opportunity for students to socialize and network in a 𝐒𝐭𝐮𝐝𝐞𝐧𝐭-𝐨𝐧𝐥𝐲 𝐠𝐚𝐭𝐡𝐞𝐫𝐢𝐧𝐠 🧑💻 🌐 More info at 2023.eswc-conferences.org/eswc-2023-stud…
Just presented my PhD Symposium “Query answering over the polymorphic web of data” at #ESWC2023 @eswc_conf
#ESWC2023 will offer the opportunity for students to socialize and network in a 𝐒𝐭𝐮𝐝𝐞𝐧𝐭-𝐨𝐧𝐥𝐲 𝐠𝐚𝐭𝐡𝐞𝐫𝐢𝐧𝐠 🧑💻 ℹ️ The event will take place on Monday 29th evening 🌐More info at 2023.eswc-conferences.org/eswc-2023-stud… Register in the form below 👇 docs.google.com/forms/d/e/1FAI…
Interesting tutorials going on in Austin at the #webconf #WWW2023
