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Pietro Lio
Full Professor, Computer Science and Technology, University of Cambridge
Joined
May 2021
Names
Pietro Lio
(Preferred)
,
Pietro Lio'
,
Pietro Liò
,
Pietro Lió
Emails
****@cam.ac.uk
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
Semantic Scholar
Career & Education History
Full Professor
Computer Science and Technology,
University of Cambridge
(cam.ac.uk)
2018
–
Present
Lecturer
Computer Science and technology,
University of Cambridge
(cam.ac.uk)
2003
–
2018
Advisors, Relations & Conflicts
PhD Advisor
Bagnoli Franco
2007
–
2011
PhD Advisor
Stefano Ruffo
1994
–
2011
Postdoc Advisor
Nick Goldman
1999
–
2003
Expertise
machine learning
2011
–
2022
Bioinformatics
2003
–
2022
Publications
Lyapunov Spectral Analysis of Loop Transformer Dynamics
Fynn Kiwitt
,
Christopher Irwin
,
Riccardo Ali
,
Pietro Lio
Mech Interp Workshop ICML 2026 Virtualposter
Readers:
Everyone
ARO: Aligned Representation learning for multi-Omics data
Amogh Singh
,
Yash Shah
,
Chiara D'Ercoli
,
Arash Mehrjou
,
Patrick Schwab
,
Timothy M. Jones
,
Pietro Lio
ICML 2026 FM4LS Workshop Poster
Readers:
Everyone
DBMol: Design of High-Affinity, Target-Specific Small Molecules through Structure Prediction Model
Yiming QIN
,
Kai Yi
,
Miruna Cretu
,
Sjors HW Scheres
,
Pietro Lio
,
Pascal Frossard
GenBio 2026 Poster
Readers:
Everyone
Boltz-1 as a force field -- why co-folding models struggle with learning physics and how to fix it
Urszula Julia Komorowska
,
Vsevolod Viliuga
,
Leif Seute
,
Pietro Lio
,
Mateja Jamnik
GenBio 2026 Poster
Readers:
Everyone
Neural Algorithmic Reasoning for Nash Equilibrium
Mateusz Kuba Korytkowski
,
Dobrik Georgiev Georgiev
,
Davide Buffelli
,
Pietro Lio
ICML 2026 Workshop
Readers:
Everyone
Retrieval-Augmented Generation for Predicting Cellular Responses to Gene Perturbation
Andrea Giuseppe Di Francesco
,
Andrea Rubbi
,
Pietro Lio
Gen² 2026 Poster
Readers:
Everyone
A Standardized Framework For Evaluating Gene Expression Generative Models
Andrea Rubbi
,
Andrea Giuseppe Di Francesco
,
Mohammad Lotfollahi
,
Pietro Lio
Gen² 2026 PosterTop10
Readers:
Everyone
Algebraic priors for approximately equivariant networks
Riccardo Ali
,
Pietro Lio
,
Jamie Vicary
ICLR 2026 Workshop GRaM Poster
Readers:
Everyone
Entropy-Lens: Uncovering Decision Strategies in LLMs
Christopher Irwin
,
Francesco Caso
,
Riccardo Ali
,
Pietro Lio
Sci4DL 2026
Readers:
Everyone
On the necessity of learnable sheaf laplacians
Ferran Hernandez Caralt
,
Mar Gonzàlez I Català
,
Adrián Bazaga
,
Pietro Lio
ICLR 2026 Workshop GRaM Poster
Readers:
Everyone
View all 828 publications
Co-Authors
A. K. M. Azad
AIX-COVNET Collaboration
Aarjav Jain
Aaron C. Courville
Aaron Solomon
Abbas Khosravi
Abdorrahim Bahrami
Abdulhady abas
Abu Z. Dayem Ullah
Ada Fang
Adam Young
Adham El-Shazly
Adrian Ratwatte
Adrian Weller
Adriana Ladera
Adriana Romero
Adrián Bazaga
Agata M. Kilar
Ahmed Guessoum
Ahmed M. Alaa
Ahmed Sadek
Aicha Boutorh
Akhil Mathur
Alan Davy
Alauddin Sabari
View all 1320 co-authors