Gabriele Venturato
@gabventurato.bsky.social
๐ค 364
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
10 months ago
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reposted by
Gabriele Venturato
Jaron Maene
8 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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reposted by
Gabriele Venturato
Pedro Zuidberg Dos Martires
9 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
10 months ago
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reposted by
Gabriele Venturato
Jaron Maene
10 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
10 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
10 months ago
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12
reposted by
Gabriele Venturato
David Debot
10 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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reposted by
Gabriele Venturato
NeSy 2025 Conference
about 1 year 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
about 1 year 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
about 1 year 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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