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.
Come to my #AAAI2025 oral tomorrow (11:45, Room 119B) to learn more.
February 27, 2025 at 11:45 PM
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.
Come to my #AAAI2025 oral tomorrow (11:45, Room 119B) to learn more.
🔥 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! 🎉
📜 Paper: arxiv.org/pdf/2412.13023
💻 Code: github.com/ML-KULeuven/...
🧵⬇️
📜 Paper: arxiv.org/pdf/2412.13023
💻 Code: github.com/ML-KULeuven/...
🧵⬇️
February 25, 2025 at 11:01 AM
🔥 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! 🎉
📜 Paper: arxiv.org/pdf/2412.13023
💻 Code: github.com/ML-KULeuven/...
🧵⬇️
📜 Paper: arxiv.org/pdf/2412.13023
💻 Code: github.com/ML-KULeuven/...
🧵⬇️
I am excited to share that our BindGPT paper won the best poster award at #AAAI2025! Congratulations to the team! Work led by @artemzholus.bsky.social!
March 5, 2025 at 2:54 PM
I am excited to share that our BindGPT paper won the best poster award at #AAAI2025! Congratulations to the team! Work led by @artemzholus.bsky.social!
*Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference*
with @alessiodevoto.bsky.social @neuralnoise.com
Happy to share our work on distilling efficient transformers with dynamic modules' activation was accepted at #AAAI2025. 🔥
arxiv.org/abs/2312.10193
with @alessiodevoto.bsky.social @neuralnoise.com
Happy to share our work on distilling efficient transformers with dynamic modules' activation was accepted at #AAAI2025. 🔥
arxiv.org/abs/2312.10193
December 11, 2024 at 2:25 PM
*Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference*
with @alessiodevoto.bsky.social @neuralnoise.com
Happy to share our work on distilling efficient transformers with dynamic modules' activation was accepted at #AAAI2025. 🔥
arxiv.org/abs/2312.10193
with @alessiodevoto.bsky.social @neuralnoise.com
Happy to share our work on distilling efficient transformers with dynamic modules' activation was accepted at #AAAI2025. 🔥
arxiv.org/abs/2312.10193
Thrilled to be at #AAAI2025 for our tutorial, “AI Data Transparency: The Past, Present, and Beyond.”
We’re presenting the state of transparency, tooling, and policy, from the Foundation Model Transparency Index, Factsheets, the the EU AI Act to new frameworks like @MLCommons’ Croissant.
1/
We’re presenting the state of transparency, tooling, and policy, from the Foundation Model Transparency Index, Factsheets, the the EU AI Act to new frameworks like @MLCommons’ Croissant.
1/
February 26, 2025 at 6:15 PM
Thrilled to be at #AAAI2025 for our tutorial, “AI Data Transparency: The Past, Present, and Beyond.”
We’re presenting the state of transparency, tooling, and policy, from the Foundation Model Transparency Index, Factsheets, the the EU AI Act to new frameworks like @MLCommons’ Croissant.
1/
We’re presenting the state of transparency, tooling, and policy, from the Foundation Model Transparency Index, Factsheets, the the EU AI Act to new frameworks like @MLCommons’ Croissant.
1/
Excited to organize a half-day tutorial at #AAAI2025 on User-Driven Capability Assessment of Taskable AI Systems with @sidsrivast.bsky.social.
📅 26 February 2025
⏱️ 8:30 AM - 12:30 PM EST
📍 AAAI 2025, Philadelphia, USA
🔗 bit.ly/aia25-tutorial
(1/3)
📅 26 February 2025
⏱️ 8:30 AM - 12:30 PM EST
📍 AAAI 2025, Philadelphia, USA
🔗 bit.ly/aia25-tutorial
(1/3)
January 18, 2025 at 7:41 AM
Excited to organize a half-day tutorial at #AAAI2025 on User-Driven Capability Assessment of Taskable AI Systems with @sidsrivast.bsky.social.
📅 26 February 2025
⏱️ 8:30 AM - 12:30 PM EST
📍 AAAI 2025, Philadelphia, USA
🔗 bit.ly/aia25-tutorial
(1/3)
📅 26 February 2025
⏱️ 8:30 AM - 12:30 PM EST
📍 AAAI 2025, Philadelphia, USA
🔗 bit.ly/aia25-tutorial
(1/3)
🎉Our paper Higher Order Structures For Graph Explanations accepted at #AAAI2025🎉 w/ @akshitwt.bsky.social * @vnnm.bsky.social * @sh_charu
📜 arxiv.org/abs/2406.03253
🐙 github.com/vnnm404/forge
1 reviewer 😱 10/10😱, both A & S #BTech students are applying for grad school
X 🧵 👉🏽 x.com/ponguru/stat...
📜 arxiv.org/abs/2406.03253
🐙 github.com/vnnm404/forge
1 reviewer 😱 10/10😱, both A & S #BTech students are applying for grad school
X 🧵 👉🏽 x.com/ponguru/stat...
December 13, 2024 at 3:11 PM
🎉Our paper Higher Order Structures For Graph Explanations accepted at #AAAI2025🎉 w/ @akshitwt.bsky.social * @vnnm.bsky.social * @sh_charu
📜 arxiv.org/abs/2406.03253
🐙 github.com/vnnm404/forge
1 reviewer 😱 10/10😱, both A & S #BTech students are applying for grad school
X 🧵 👉🏽 x.com/ponguru/stat...
📜 arxiv.org/abs/2406.03253
🐙 github.com/vnnm404/forge
1 reviewer 😱 10/10😱, both A & S #BTech students are applying for grad school
X 🧵 👉🏽 x.com/ponguru/stat...
If you're at #AAAI2025, come check out our demo on neurosymbolic reinforcement learning with probabilistic logic shields 🤖 Tomorrow (Sat, March 1) from 12:30–2:30 PM during the poster session 💻
🚀 Do you care about safe AI? Do you want RL agents that are both smart & trustworthy?
At #AAAI2025, we present our demo for neurosymbolic RL—combining deep learning with probabilistic logic shields for safer, interpretable AI in complex environments. 🏰🔥
🧵👇
(1/8)
At #AAAI2025, we present our demo for neurosymbolic RL—combining deep learning with probabilistic logic shields for safer, interpretable AI in complex environments. 🏰🔥
🧵👇
(1/8)
February 28, 2025 at 10:53 PM
If you're at #AAAI2025, come check out our demo on neurosymbolic reinforcement learning with probabilistic logic shields 🤖 Tomorrow (Sat, March 1) from 12:30–2:30 PM during the poster session 💻
🚀 Do you care about safe AI? Do you want RL agents that are both smart & trustworthy?
At #AAAI2025, we present our demo for neurosymbolic RL—combining deep learning with probabilistic logic shields for safer, interpretable AI in complex environments. 🏰🔥
🧵👇
(1/8)
At #AAAI2025, we present our demo for neurosymbolic RL—combining deep learning with probabilistic logic shields for safer, interpretable AI in complex environments. 🏰🔥
🧵👇
(1/8)
February 24, 2025 at 12:26 PM
🚀 Do you care about safe AI? Do you want RL agents that are both smart & trustworthy?
At #AAAI2025, we present our demo for neurosymbolic RL—combining deep learning with probabilistic logic shields for safer, interpretable AI in complex environments. 🏰🔥
🧵👇
(1/8)
At #AAAI2025, we present our demo for neurosymbolic RL—combining deep learning with probabilistic logic shields for safer, interpretable AI in complex environments. 🏰🔥
🧵👇
(1/8)
🚀 Applications include:
- Safe reinforcement learning
- Logical control in language models
- Temporal reasoning with strong guarantees
Let's discuss! Thoughts, questions, or collaborations? ⬇️ #neurosymbolic #AAAI2025
🙌 @lennertds.bsky.social, @giuseppemarra.bsky.social, @lucderaedt.bsky.social
- Safe reinforcement learning
- Logical control in language models
- Temporal reasoning with strong guarantees
Let's discuss! Thoughts, questions, or collaborations? ⬇️ #neurosymbolic #AAAI2025
🙌 @lennertds.bsky.social, @giuseppemarra.bsky.social, @lucderaedt.bsky.social
February 25, 2025 at 11:01 AM
🚀 Applications include:
- Safe reinforcement learning
- Logical control in language models
- Temporal reasoning with strong guarantees
Let's discuss! Thoughts, questions, or collaborations? ⬇️ #neurosymbolic #AAAI2025
🙌 @lennertds.bsky.social, @giuseppemarra.bsky.social, @lucderaedt.bsky.social
- Safe reinforcement learning
- Logical control in language models
- Temporal reasoning with strong guarantees
Let's discuss! Thoughts, questions, or collaborations? ⬇️ #neurosymbolic #AAAI2025
🙌 @lennertds.bsky.social, @giuseppemarra.bsky.social, @lucderaedt.bsky.social
What's the foundational model for generative chemistry? Our work, BindGPT, is a good candidate, and it will be presented at #AAAI2025 today! We built a simple transformer language model that beats diffusion models by just generating 3D molecules as text! Led by
@artemzholus.bsky.social 1/n
@artemzholus.bsky.social 1/n
February 27, 2025 at 3:52 PM
What's the foundational model for generative chemistry? Our work, BindGPT, is a good candidate, and it will be presented at #AAAI2025 today! We built a simple transformer language model that beats diffusion models by just generating 3D molecules as text! Led by
@artemzholus.bsky.social 1/n
@artemzholus.bsky.social 1/n
If you are attending #AAAI2025, join us tomorrow (Wed 26) from 1pm to find out how to communicate about your research. Room 111A (East Building)
An introduction to science communication at #AAAI2025 - ΑΙhub
aihub.org
February 25, 2025 at 11:48 PM
If you are attending #AAAI2025, join us tomorrow (Wed 26) from 1pm to find out how to communicate about your research. Room 111A (East Building)
Thanks to everyone who came to my #AAAI2025 award talk on Saturday. I was gratified to see so many of the people I know and respect in the audience.. 🙏🤗
Here is a recording if you are interested.. 👉
www.youtube.com/watch?v=CQ5J...
Here is a recording if you are interested.. 👉
www.youtube.com/watch?v=CQ5J...
T(w)eaching AI in the Age of LLMs (AAAI/EAAI Outstanding Educator Award Talk)
YouTube video by Subbarao Kambhampati
www.youtube.com
March 3, 2025 at 6:58 PM
Thanks to everyone who came to my #AAAI2025 award talk on Saturday. I was gratified to see so many of the people I know and respect in the audience.. 🙏🤗
Here is a recording if you are interested.. 👉
www.youtube.com/watch?v=CQ5J...
Here is a recording if you are interested.. 👉
www.youtube.com/watch?v=CQ5J...
Find out more about research that won the AAAI-25 outstanding paper award – AI for social alignment track. In this blog post, Elena Sierra and Lauren Gillespie share the key contributions of their paper #AAAI2025
#AAAI2025 outstanding paper – DivShift: Exploring domain-specific distribution shift in large-scale, volunteer-collected biodiversity datasets - ΑΙhub
aihub.org
May 9, 2025 at 2:24 PM
Find out more about research that won the AAAI-25 outstanding paper award – AI for social alignment track. In this blog post, Elena Sierra and Lauren Gillespie share the key contributions of their paper #AAAI2025
If you are at #AAAI2025 come and see our oral presentation today in Room 122A at 11:15AM.
The paper "Fairness Issues and Mitigations in (Differentially Private) Socio-demographic Data Processes" shows how sampling errors in survey data can introduce (1/2)
The paper "Fairness Issues and Mitigations in (Differentially Private) Socio-demographic Data Processes" shows how sampling errors in survey data can introduce (1/2)
February 27, 2025 at 12:17 PM
If you are at #AAAI2025 come and see our oral presentation today in Room 122A at 11:15AM.
The paper "Fairness Issues and Mitigations in (Differentially Private) Socio-demographic Data Processes" shows how sampling errors in survey data can introduce (1/2)
The paper "Fairness Issues and Mitigations in (Differentially Private) Socio-demographic Data Processes" shows how sampling errors in survey data can introduce (1/2)
I'm happy to share that our paper "Learning the Backdoor to Remove the Backdoor" got accepted at #AAAI2025 as oral presentation (top 5%). Great job @qzhao903.bsky.social 💪 @kastel-labs.bsky.social @kit.edu (1/5)
🗞️ https://intellisec.de/pubs/2025-aaai.pdf
💻️ https://intellisec.de/research/harvey
🗞️ https://intellisec.de/pubs/2025-aaai.pdf
💻️ https://intellisec.de/research/harvey
February 21, 2025 at 2:01 PM
I'm happy to share that our paper "Learning the Backdoor to Remove the Backdoor" got accepted at #AAAI2025 as oral presentation (top 5%). Great job @qzhao903.bsky.social 💪 @kastel-labs.bsky.social @kit.edu (1/5)
🗞️ https://intellisec.de/pubs/2025-aaai.pdf
💻️ https://intellisec.de/research/harvey
🗞️ https://intellisec.de/pubs/2025-aaai.pdf
💻️ https://intellisec.de/research/harvey
🎉 Exciting news! Our paper "Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models" has been accepted at the 39th Annual AAAI Conference on Artificial Intelligence #AAAI2025! 🥳
📝 Check it out here: arxiv.org/abs/2401.07115
#NLP
📝 Check it out here: arxiv.org/abs/2401.07115
#NLP
Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models
The emergence of unveiling human-like behaviors in Large Language Models (LLMs) has led to a closer connection between NLP and human psychology. Scholars have been studying the inherent personalities ...
arxiv.org
December 12, 2024 at 1:47 PM
🎉 Exciting news! Our paper "Open Models, Closed Minds? On Agents Capabilities in Mimicking Human Personalities through Open Large Language Models" has been accepted at the 39th Annual AAAI Conference on Artificial Intelligence #AAAI2025! 🥳
📝 Check it out here: arxiv.org/abs/2401.07115
#NLP
📝 Check it out here: arxiv.org/abs/2401.07115
#NLP
Our paper "Frechet Music Distance: A Metric For Generative Symbolic Music Evaluation" has been accepted to AAAI 2025 Artificial Intelligence for Music workshop 😊 Python toolkit for FMD computation coming very soon!
arxiv.org/abs/2412.07948
#AAAI #AAAI2025
arxiv.org/abs/2412.07948
#AAAI #AAAI2025
Frechet Music Distance: A Metric For Generative Symbolic Music Evaluation
In this paper we introduce the Frechet Music Distance (FMD), a novel evaluation metric for generative symbolic music models, inspired by the Frechet Inception Distance (FID) in computer vision and Fre...
arxiv.org
December 22, 2024 at 8:40 AM
Our paper "Frechet Music Distance: A Metric For Generative Symbolic Music Evaluation" has been accepted to AAAI 2025 Artificial Intelligence for Music workshop 😊 Python toolkit for FMD computation coming very soon!
arxiv.org/abs/2412.07948
#AAAI #AAAI2025
arxiv.org/abs/2412.07948
#AAAI #AAAI2025
We're delighted to announce that we've just launched our series meeting the 2025 AAAI / @acmsigai.bsky.social doctoral consortium participants. In this first interview, Kunpeng Xu tells us about his work on kernel representation learning for time series #AAAI2025
Interview with Kunpeng Xu: Kernel representation learning for time series - ΑΙhub
aihub.org
February 11, 2025 at 10:07 AM
We're delighted to announce that we've just launched our series meeting the 2025 AAAI / @acmsigai.bsky.social doctoral consortium participants. In this first interview, Kunpeng Xu tells us about his work on kernel representation learning for time series #AAAI2025
We have extended the submission deadline for Generalization in Planning #GenPlan2025 workshop at #AAAI2025 to December 11th! Consider submitting your recent or ongoing work on generalization in sequential decision-making.
More details at aair-lab.github.io/genplan25/
More details at aair-lab.github.io/genplan25/
November 30, 2024 at 10:32 PM
We have extended the submission deadline for Generalization in Planning #GenPlan2025 workshop at #AAAI2025 to December 11th! Consider submitting your recent or ongoing work on generalization in sequential decision-making.
More details at aair-lab.github.io/genplan25/
More details at aair-lab.github.io/genplan25/
@rebeccasaxe.bsky.social giving an informative and thought-provoking talk on theory of mind at the #aaai2025 workshop on Advancing Artificial Intelligence through Theory of Mind (ToM4AI).
March 3, 2025 at 3:02 PM
@rebeccasaxe.bsky.social giving an informative and thought-provoking talk on theory of mind at the #aaai2025 workshop on Advancing Artificial Intelligence through Theory of Mind (ToM4AI).