Guy Van den Broeck 's Avatar

Guy Van den Broeck

@guyvdb.bsky.social

πŸŽ“ CS Prof at UCLA 🧠 Researching reasoning and learning in artificial intelligence: tactable deep generative models, probabilistic circuits, probabilistic programming, neurosymbolic AI https://web.cs.ucla.edu/~guyvdb/

2,675 Followers  |  804 Following  |  6 Posts  |  Joined: 05.10.2023  |  2.0511

Latest posts by guyvdb.bsky.social on Bluesky

What is wild to me is the defense, BY THE NEURIPS BOARD, that fabricated citations do not mean "the content of the papers themselves [is] necessarily invalidated"

It does. It very much does. What do you think citing other work is for? What do you think writing a paper is for? What do you *think*?

21.01.2026 21:34 β€” πŸ‘ 247    πŸ” 76    πŸ’¬ 16    πŸ“Œ 11
Research Associate The School of Informatics, University of Edinburgh invites applications for a 1-year Post-Doctoral Research Associate (PDRA), to do research on reliable large language agents via neuro-symbolic integr...

🚨🚨🚨

I have a #postdoc (1+1 yrs) at the School of Informatics, The University of Edinburgh to work on πŸ’₯ #reliable #LLM #agents with #neurosymbolic #nesy layers πŸ’₯ with Huawei Trustworthy Technology and Engineering Laboratory Munich

πŸ‘‰ elxw.fa.em3.oraclecloud.com/hcmUI/Candid...

πŸ™ please share!

22.12.2025 17:33 β€” πŸ‘ 13    πŸ” 4    πŸ’¬ 0    πŸ“Œ 1
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NeSy conference The NeSy conference studies the integration of deep learning and symbolic AI, combining neural network-based statistical machine learning with knowledge representation and reasoning from symbolic appr...

Recordings of the NeSy 2025 keynotes are now available! πŸŽ₯

Check out insightful talks from @guyvdb.bsky.social, @tkipf.bsky.social and D McGuinness on our new Youtube channel www.youtube.com/@NeSyconfere...

Topics include using symbolic reasoning for LLM, and object-centric representations!

29.11.2025 08:21 β€” πŸ‘ 7    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
Guy Van den Broeck - Symbolic Reasoning in the Age of Large Language Models
YouTube video by NeSy conference Guy Van den Broeck - Symbolic Reasoning in the Age of Large Language Models

I gave a keynote at @nesyconf.org on
"Symbolic Reasoning in the Age of Large Language Models"
Check out the recording if you are curious about neurosymbolic generative AI:
www.youtube.com/watch?v=Otmi...

29.10.2025 16:59 β€” πŸ‘ 17    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
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Now, @guyvdb.bsky.social is giving the opening keynote arguing why symbolic AI is still relevant in the age of LLMs...

With the help of Shrek!

08.09.2025 16:59 β€” πŸ‘ 5    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
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How can reverend Bayes help us to incorporate constraints?

With NeSy of course πŸ‘€ With applications in non-toxic LLM generation and safe AI driving!
@guyvdb.bsky.social

08.09.2025 17:08 β€” πŸ‘ 1    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
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Did you know Neurosymbolic methods can beat 'the other's turf'?

Just use a 100x smaller LM with symbolic constraints integrated via Ctrl-G to wipe the floor with GPT!🧹
arxiv.org/abs/2406.13892
@guyvdb.bsky.social

08.09.2025 17:19 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0
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It is almost time to welcome you all in Santa Cruz! πŸ¦•

We will start with an exciting and timely keynote by
@guyvdb.bsky.social
on "Symbolic Reasoning in the Age of Large Language Models" πŸ‘€

πŸ“† Full conference schedule: 2025.nesyconf.org/schedule/

05.09.2025 13:28 β€” πŸ‘ 18    πŸ” 5    πŸ’¬ 1    πŸ“Œ 0

Grants, awards, fellowships, etc. should really be upfront about their acceptance rate. Some of them are just abundantly not worth the effort

28.08.2025 20:27 β€” πŸ‘ 31    πŸ” 1    πŸ’¬ 2    πŸ“Œ 0
Post image 08.08.2025 03:56 β€” πŸ‘ 160    πŸ” 22    πŸ’¬ 2    πŸ“Œ 3
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A great start to TPM 2025! @auai.org

#UAI2025 #TPM

25.07.2025 13:22 β€” πŸ‘ 11    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
Terence Tao (@tao@mathstodon.xyz) It is tempting to view the capability of current AI technology as a singular quantity: either a given task X is within the ability of current tools, or it is not. However, there is in fact a very wid...

If you've seen recent claims on genAI doing well at math exams read the commentary by the greatest living mathematician, who uses tech a lot in math. (Tao & I graduated from the same math dept & had the same profs. He is way younger than me and way, way, way better!!!) mathstodon.xyz/@tao/1148814...

20.07.2025 17:45 β€” πŸ‘ 54    πŸ” 7    πŸ’¬ 0    πŸ“Œ 3
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Wish LM could planβ€”not just guess the next word?
TRACE lets LM see all endings before each move.
– Global control at inference time
– Tractable lookahead via an HMM LM-proxy
– Linear classifier per constraint
Outperform RL, DPO, FUDGEβ€”at just +20% decoding over base LM.
#ICML2025 @guyvdb.bsky.social

19.07.2025 21:54 β€” πŸ‘ 7    πŸ” 2    πŸ’¬ 11    πŸ“Œ 0

🚨 First Call for Participation – NeSy 2025
πŸ“ Sept 8–10 | Santa Cruz, CA
Join the longest-running conference on neurosymbolic AI!

Our keynote speakers:
@guyvdb.bsky.social
@tkipf.bsky.social
Deborah McGuinness
@garymarcus.bsky.social

More info πŸ‘‡

14.07.2025 17:52 β€” πŸ‘ 11    πŸ” 6    πŸ’¬ 1    πŸ“Œ 0
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this exact paper has been in my scholar inbox every day for the past two months. i've been wondering if the author somehow re-uploads it every day, or if there is a bug in scholar inbox

07.07.2025 22:13 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Announcing the 2025 IJCAI Computers and Thought Award winner ✨Aditya Grover, InceptionAILabs & UCLA. Dr. Grover is honored for uniting deep generative models, representation learning & RL to advance scientific reasoning.

Congratulations!

www.ijcai.org/awards

03.06.2025 20:16 β€” πŸ‘ 8    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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The Belgian lab shaping modern soccer’s data revolution A small corner of one of the world’s oldest universities has moved the sport forward, and made the argument for research institutions writ large

I wrote about @jessejdavis.bsky.social, an American computer science professor running an influential soccer analytics research team at an ancient university in Belgium.

Much of the leading data analysis is still being done outside soccer. Why?

@theguardian.com

www.theguardian.com/football/202...

03.06.2025 12:50 β€” πŸ‘ 39    πŸ” 9    πŸ’¬ 1    πŸ“Œ 3

Interesting thread. But what's the difference between Bayesian conditioning and learning a new skill? Every distribution can be achieved by Bayesian conditioning the uniform distribution!

28.05.2025 02:57 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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ICML 2025 Workshop TokShop Welcome to the OpenReview homepage for ICML 2025 Workshop TokShop

πŸ“£ Call for Paper Alert: TokShop @ ICML 2025
TokShop explores tokenization across all data modalities. Topics include: subword NLP techniques, multimodal approaches, multilingual challenges, post-training modification, alternative representations, and statistical perspectives.

14.05.2025 13:31 β€” πŸ‘ 18    πŸ” 12    πŸ’¬ 1    πŸ“Œ 2

πŸ—“οΈ Deadline extended: πŸ’₯2nd June 2025!πŸ’₯

We are looking forward to your works on:

πŸ”Œ #circuits and #tensor #networks πŸ•ΈοΈ
⏳ normalizing #flows πŸ’¨
βš–οΈ scaling #NeSy #AI πŸ¦•
πŸš… fast and #reliable inference πŸ”
...& more!

please share πŸ™

24.05.2025 12:13 β€” πŸ‘ 19    πŸ” 12    πŸ’¬ 0    πŸ“Œ 1
Anji Liu Incoming Assistant Professor at NUS working on tractable deep generative models.

πŸŽ“ Looking for PhD students, postdocs & interns!
I’m recruiting for my new lab at NUS School of Computing, focusing on generative modeling, reasoning, and tractable inference.
πŸ’‘ Interested? Learn more here: liuanji.github.io
πŸ—“οΈ PhD application deadline: June 15, 2025

17.05.2025 17:26 β€” πŸ‘ 19    πŸ” 9    πŸ’¬ 0    πŸ“Œ 1

Anji is an amazing mentor and colleague. If I could go for another PhD in CS I would apply!

17.05.2025 17:31 β€” πŸ‘ 8    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

Just under 10 days left to submit your latest endeavours in #tractable probabilistic models!

Join us at TPM @auai.org #UAI2025 and show how to build #neurosymbolic / #probabilistic AI that is both fast and trustworthy!

14.05.2025 17:48 β€” πŸ‘ 11    πŸ” 9    πŸ’¬ 0    πŸ“Œ 0

Last time I had this problem it only got unstuck by tweeting about the problem.

09.05.2025 13:53 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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This year I am co-organizing the 8th iteration of the Tractable Probabilistic Modeling #TPM workshop at #UAI2025 🌴 Rio de Janeiro edition 🌴

🌐 lnkd.in/dDK8T5Au
⏰ Submission deadline: May 23th AoE
🌴 Date: July 15th

πŸ§΅πŸ‘‡

30.04.2025 10:54 β€” πŸ‘ 16    πŸ” 9    πŸ’¬ 1    πŸ“Œ 2

Bit blasting! Nice

30.04.2025 03:48 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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I'll be giving an oral talk at #ICLR2025!
πŸ—“ Session 1C β€” πŸ•¦ 11:30 AM SGT.

Title: Learning to Discretize Denoising Diffusion ODEs.
Come by if you're into #GenerativeAI / #DiffusionModels

23.04.2025 22:09 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
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the #TPM ⚑Tractable Probabilistic Modeling ⚑Workshop is back at @auai.org #UAI2025!

Submit your works on:

- fast and #reliable inference
- #circuits and #tensor #networks
- normalizing #flows
- scaling #NeSy #AI
...& more!

πŸ•“ deadline: 23/05/25
πŸ‘‰ tractable-probabilistic-modeling.github.io/tpm2025/

16.04.2025 08:40 β€” πŸ‘ 38    πŸ” 19    πŸ’¬ 1    πŸ“Œ 3

πŸ₯‡ Accepted workshops are out! www.auai.org/uai2025/work...

Get ready for a day of great talks, panels, and discussions on causality, tractable models, and safe AI.

Don't forget to submit your work, and see you in Rio! πŸ‡§πŸ‡·

04.04.2025 09:37 β€” πŸ‘ 12    πŸ” 9    πŸ’¬ 0    πŸ“Œ 0

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