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Showing papers from Intesa Sanpaolo S.p.A. Show all papers

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NeurIPS 2026CENTAI, TUGrazCENTAISapienza University of Rome, CENIntesa Sanpaolo S.p.A.CentaiFairness & bias

Overcoming the Resolution Limit: Significance-Aware Regularization for Intersectional Fairness

Antonio Ferrara, André Panisson, Francesco Cozzi, Alan Perotti and 1 more

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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NeurIPS 2026Max Planck Institute for IntelliIntesa Sanpaolo S.p.A.U Southern CaliforniaJailbreaks & red teaming

Graph-Regularized Sparse Autoencoders for LLM Safety Steering

Graph-Regularized Sparse Autoencoders smooth SAE decoder vectors over a neuron co-activation graph to learn safety-steering directions, improving selective refusal by over 16 points across jailbreak benchmarks while preserving benign performance and generalizing across models.

Jehyeok Yeon, Federico Cinus, Yifan Wu, Luca Luceri

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 15 of 20 reviewers recommend it
lenient 5/5
medium 8/10
strict 2/5