#MSCA PhD student in #ML #AI at @Uni_Stuttgart | #knowledge #graphs #neuro #symbolic #reasoning
Stuttgart
Joined October 2021
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💡Where do #knowledge #graph #foundation #models actually struggle to generalize?
It depends on the half-links seen in the inference graph!
👇👇👇
arxiv.org/pdf/2606.18001
with Obaidah Theeb, @danlhz , @tetraduzione , Steffen Staab
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.
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
Cosimo Gregucci retweeted
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
Cosimo Gregucci retweeted
hi, we found problematic benchmarks in complex query answering as well! arxiv.org/abs/2410.12537 @tetraduzione @Mniepert @c_gregucci @chrsmrrs @michael_galkin
Cosimo Gregucci retweeted
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! 🚀🚀🚀
Cosimo Gregucci retweeted
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
Cosimo Gregucci retweeted
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
Cosimo Gregucci retweeted
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/writ…
Cosimo Gregucci retweeted
🚨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
Cosimo Gregucci retweeted
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🆘
Cosimo Gregucci retweeted
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/challenge20…
Cosimo Gregucci retweeted
From the hackathon to escape rooms🙂 @IAkaichi @UQudus @EKoulierakis @kouagou_dah @c_gregucci @Marm_mhm
Happy to share that my PhD symposium paper is among the best nominee papers! #eswc2023
Cosimo Gregucci retweeted
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/es…
Just presented my PhD Symposium “Query answering over the polymorphic web of data” at #ESWC2023 @eswc_conf
