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Lab news

Jun 2026

Invited talk at CILC 2026

Eleonora will give an invited talk at CILC 2026, the 41st Italian Conference on Computational Logic.

Jun 2026

Pythagoras-Prover released!

🚀 We are thrilled to announce the release of Pythagoras-Prover — a compute-efficient family of Lean theorem provers! Strong results at just 4B parameters, powered by Augmented Lean Formalisation. The models are now available on Hugging Face 🤗

May 2026

Talk at OxBridge Women in CS Conference

On 9 May, Eleonora spoke at the OxBridge Women in CS Conference — a particularly special one for her, as she was herself an OxWoCS member during her PhD!

Apr 2026

Paper accepted at ICML 2026

Our paper Can I Have Your Order? Monte-Carlo Tree Search for Slot Filling Ordering in Diffusion Language Models has been accepted at ICML 2026.

Mar 2026

Paper accepted at ACL (Findings)

Our paper PiCSAR: Probabilistic Confidence Selection And Ranking for Reasoning Chains has been accepted at ACL (Findings) 2026.

Feb 2026

Joshua joins MBZUAI as visiting student

Joshua is joining MBZUAI as a visiting student, where he will be working on Theorem Proving with LLMs. Please contact him if you want to collaborate!

Jan 2026

Survey published in TMLR

Our survey A Survey on Deep Learning Approaches for Tabular Data Generation has been published in Transactions on Machine Learning Research (TMLR).

Oct 2025

Frontiers in AI invited talk at ECAI 2025

Eleonora gave one of the Frontiers in AI invited talks at ECAI 2025.

Aug 2025

AI for Math Fund

Constraining LLMs for Theorem Proving: A Neurosymbolic Approach to Guaranteed Autoformalization

Eleonora has been awarded an AI for Math grant. Read more here

Jul 2025

Paper published at ECAI 2025

Eleonora’s paper A Posteriori Verification or a Priori Design? Navigating Requirements-Driven Deep Learning has been published at ECAI 2025.