Artificial Intelligence Laboratory @ UniTS

university

https://ai-lab.units.it

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AI & ML interests

Trustworthy & explainable AI. Neuro-explicit and neurosymbolic methods. Statistical ML.

Recent Activity

emaballarin updated a collection 6 days ago

saracandu updated a collection 6 days ago

saracandu updated a collection 6 days ago

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updated a collection 6 days ago

papers

13 items • Updated 6 days ago

updated a collection 6 days ago

papers

13 items • Updated 6 days ago

authored 2 papers 7 days ago

Beyond the Commitment Boundary: Probing Epiphenomenal Chain-of-Thought in Large Reasoning Models

Paper • 2606.13603 • Published Jun 11

"Don't Say It!": Constraints, Compliance, and Communication when Language Models Play Taboo

Paper • 2607.00601 • Published Jul 1

authored 3 papers about 1 month ago

Bridging Logic and Learning: Decoding Temporal Logic Embeddings via Transformers

Paper • 2507.07808 • Published Jul 10, 2025

A Dialectic Pipeline for Improving LLM Robustness

Paper • 2601.20659 • Published Jan 28

Distilling Formal Logic into Neural Spaces: A Kernel Alignment Approach for Signal Temporal Logic

Paper • 2603.05198 • Published Mar 5

authored 2 papers about 1 month ago

Understanding and inverse design of implicit bias in stochastic learning: a geometric perspective

Paper • 2601.06597 • Published Apr 4

RogueAI: A Reverse Turing Test for Detecting Licensed AI Deception in Dialogue

Paper • 2606.13310 • Published Jun 11

authored a paper about 1 month ago

RogueAI: A Reverse Turing Test for Detecting Licensed AI Deception in Dialogue

Paper • 2606.13310 • Published Jun 11