Gabriele Venturato
@gabventurato.bsky.social
๐ค 358
๐ฅ 293
๐ 7
PhD Student in Neurosymbolic AI @ DTAI Lab, KU Leuven
pinned post!
๐ฅ Can AI reason over time while following logical rules in relational domains? We will present Relational Neurosymbolic Markov Models (NeSy-MMs) next week at
#AAAI2025
! ๐ ๐ Paper:
arxiv.org/pdf/2412.13023
๐ป Code:
github.com/ML-KULeuven/...
๐งตโฌ๏ธ
7 months ago
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reposted by
Gabriele Venturato
Jaron Maene
5 months ago
We developed a library to make logical reasoning embarrasingly parallel on the GPU. For those at ICLR ๐ธ๐ฌ: you can get the juicy details tomorrow (poster #414 at 15:00). Hope to see you there!
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Gabriele Venturato
Pedro Zuidberg Dos Martires
6 months ago
What is reasoning and have LLMs learned it? We answer these two questions in our new pre-print using the phase transition in random 3-SAT.
arxiv.org/abs/2504.039...
Together with
@rishihazra95.bsky.social
,
@gabventurato.bsky.social
and
@lucderaedt.bsky.social
Here is also a longer thread:
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#ai #llms #reasoning #deepseek #3sat #iclr | Rishi Hazra
๐จ ๐ก๐ฒ๐ ๐ฃ๐ฎ๐ฝ๐ฒ๐ฟ ๐๐น๐ฒ๐ฟ๐: ๐๐ฎ๐๐ฒ ๐๐ฎ๐ฟ๐ด๐ฒ ๐๐ฎ๐ป๐ด๐๐ฎ๐ด๐ฒ ๐ ๐ผ๐ฑ๐ฒ๐น๐ ๐๐ฒ๐ฎ๐ฟ๐ป๐ฒ๐ฑ ๐๐ผ ๐ฅ๐ฒ๐ฎ๐๐ผ๐ป? Despite their impressive performance on reasoning tasks, LLMs often succeed by fitting to patterns rather than understanding logic. Are...
https://www.linkedin.com/posts/rishi-hazra-559b54224_ai-llms-reasoning-activity-7315306734682615808-Ep8D?utm_source=share&utm_medium=member_android&rcm=ACoAABrWbYgBamrBHHoxNy6HSFPMB7u480qCbmw
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If you're at
#AAAI2025
, come check out our demo on neurosymbolic reinforcement learning with probabilistic logic shields ๐ค Tomorrow (Sat, March 1) from 12:30โ2:30 PM during the poster session ๐ป
add a skeleton here at some point
7 months ago
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reposted by
Gabriele Venturato
Jaron Maene
7 months ago
We all know backpropagation can calculate gradients, but it can do much more than that! Come to my
#AAAI2025
oral tomorrow (11:45, Room 119B) to learn more.
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If you're at
#AAAI2025
, come check out my talk tomorrow (Fri, Feb 28) from 9:30โ10:45 AM in the Machine Learning track! ๐จ๐ปโ๐ซ ๐ Swing by our poster later in the day for more discussion!
add a skeleton here at some point
7 months ago
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๐ฅ Can AI reason over time while following logical rules in relational domains? We will present Relational Neurosymbolic Markov Models (NeSy-MMs) next week at
#AAAI2025
! ๐ ๐ Paper:
arxiv.org/pdf/2412.13023
๐ป Code:
github.com/ML-KULeuven/...
๐งตโฌ๏ธ
7 months ago
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reposted by
Gabriele Venturato
David Debot
7 months ago
๐ Do you care about safe AI? Do you want RL agents that are both smart & trustworthy? At
#AAAI2025
, we present our demo for neurosymbolic RLโcombining deep learning with probabilistic logic shields for safer, interpretable AI in complex environments. ๐ฐ๐ฅ ๐งต๐ (1/8)
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Gabriele Venturato
NeSy 2025 Conference
10 months ago
๐ฆThe 19th conference on Neurosymbolic AI will be in beautiful Santa Cruz (CA, USA), September 8-10, 2025! CFP is now out:
2025.nesyconf.org/call-for-pap...
๐จ Paper deadline: Feb 28 (abstract), March 7 (full)
#neurosymbolic
#NeSy2025
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Call for papers
19th International Conference on Neurosymbolic Learning (NeSy 2025, 8-10 September 2025, Santa Cruz, CA, USA)
https://2025.nesyconf.org/call-for-papers/
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reposted by
Gabriele Venturato
Emile van Krieken
11 months ago
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
add a skeleton here at some point
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reposted by
Gabriele Venturato
DTAI - KU Leuven
10 months ago
Meet our researchers from the DTAI lab at KU Leuven! Using this starter pack, you can keep up with all the AI research from our PhD students, post-docs, professors and alumni ๐ฆ
add a skeleton here at some point
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