Pietro Liò

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Citations	74217	61765
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Petar VeličkovićSenior Staff Research Scientist, Google DeepMind | Affiliated Lecturer, University of CambridgeVerified email at google.com
Yoshua BengioProfessor of computer science, University of Montreal, Mila, IVADO, CIFARVerified email at umontreal.ca
Mohammad Ali MoniThe University of Cambridge; Oxford University; University of Queensland; Charles Sturt UniversityVerified email at csu.edu.au
Renato FaniFull Professor of Genetics, University of FlorenceVerified email at unifi.it
Adriana Romero-SorianoFundamental AI Research, MetaVerified email at fb.com
Arantxa CasanovaResearch Scientist at MetaVerified email at meta.com
Pan HuiChair Professor, Nokia Chair in Data Science, FREng & IEEE Fellow (HKUST & University of Helsinki)Verified email at cse.ust.hk
Pietro BarbieroSNSF Postdoctoral Fellow, IBM ResearchVerified email at ibm.com
Claudio AngioneProfessor of Artificial Intelligence, Teesside UniversityVerified email at tees.ac.uk
Cristian BodnarSilurianVerified email at silurian.ai
Richard van der WathCouncil for Scientific and Industrial ResearchVerified email at csir.co.za
Yu Guang WangAssociate Professor, Shanghai Jiao Tong University, University of New South WalesVerified email at sjtu.edu.cn
Carola-Bibiane SchönliebDAMTP, University of CambridgeVerified email at cam.ac.uk
Michael BronsteinDeepMind Professor of AI, University of Oxford / Scientific Director, AITHYRAVerified email at cs.ox.ac.uk
Marco FondiDep. of Biology, University of FlorenceVerified email at unifi.it
Giuseppe NicosiaUniversity of Catania, ItalyVerified email at unict.it
Ramon Viñas TornéUniversity of CambridgeVerified email at cam.ac.uk
Simeon SpasovPhD student, University of CambridgeVerified email at cam.ac.uk
Ben DayPhD, University of CambridgeVerified email at cl.cam.ac.uk
Nicola ToschiDepartment of Biomedicine and Prevention, University of Rome Tor VergataVerified email at med.uniroma2.it

Pietro Liò

Other namesPietro Lió, Pietro Lio

Professor, University of Cambridge

Verified email at cam.ac.uk

AI & Comp Biology -> Medicine


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Graph attention networks P Velickovic, G Cucurull, A Casanova, A Romero, P Lio, Y Bengio stat 1050 (20), 10-48550, 2017	20165	2017
Graph attention networks P Veličković, G Cucurull, A Casanova, A Romero, P Lio, Y Bengio arXiv preprint arXiv:1710.10903, 2017	15010	2017
Deep graph infomax. P Velickovic, W Fedus, WL Hamilton, P Liò, Y Bengio, RD Hjelm ICLR (poster) 2 (3), 4, 2019	2660	2019
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018	2440	2018
Hematopoietic stem cells reversibly switch from dormancy to self-renewal during homeostasis and repair A Wilson, E Laurenti, G Oser, RC van der Wath, W Blanco-Bose, ... Cell 135 (6), 1118-1129, 2008	2354	2008
Deep graph infomax P Veličković, W Fedus, WL Hamilton, P Liò, Y Bengio, RD Hjelm arXiv preprint arXiv:1809.10341, 2018	1051	2018
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans M Roberts, D Driggs, M Thorpe, J Gilbey, M Yeung, S Ursprung, ... Nature Machine Intelligence 3 (3), 199-217, 2021	1042	2021
Mapping the human genetic architecture of COVID-19 Writing group Writing group leaders Pathak Gita A. 6 Andrews Shea J. 7 Kanai ... Nature 600 (7889), 472-477, 2021	878	2021
Principal neighbourhood aggregation for graph nets G Corso, L Cavalleri, D Beaini, P Liò, P Veličković Advances in neural information processing systems 33, 13260-13271, 2020	866	2020
The BioMart community portal: an innovative alternative to large, centralized data repositories D Smedley, S Haider, S Durinck, L Pandini, P Provero, J Allen, O Arnaiz, ... Nucleic acids research 43 (W1), W589-W598, 2015	846	2015
Graph attention networks. arXiv 2017 P Velickovic, G Cucurull, A Casanova, A Romero, P Lio, Y Bengio arXiv preprint arXiv:1710.10903, 2017	640*	2017
Periodic gene expression program of the fission yeast cell cycle G Rustici, J Mata, K Kivinen, P Lió, CJ Penkett, G Burns, J Hayles, ... Nature genetics 36 (8), 809-817, 2004	608	2004
Molecular phylogenetics: state-of-the-art methods for looking into the past S Whelan, P Liò, N Goldman TRENDS in Genetics 17 (5), 262-272, 2001	534	2001
Towards real-time community detection in large networks IXY Leung, P Hui, P Lio, J Crowcroft Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 79 (6 …, 2009	454	2009
Models of molecular evolution and phylogeny P Liò, N Goldman Genome research 8 (12), 1233-1244, 1998	448	1998
MeDuSa: a multi-draft based scaffolder E Bosi, B Donati, M Galardini, S Brunetti, MF Sagot, P Lió, P Crescenzi, ... Bioinformatics 31 (15), 2443-2451, 2015	438	2015
A parameter-efficient deep learning approach to predict conversion from mild cognitive impairment to Alzheimer's disease S Spasov, L Passamonti, A Duggento, P Lio, N Toschi, ... Neuroimage 189, 276-287, 2019	426	2019
Graph attention networks V Petar, C Guillem, C Arantxa, R Adriana, L Pietro, B Yoshua International conference on learning representations 8, 2018	421	2018
Histidine biosynthetic pathway and genes: structure, regulation, and evolution P Alifano, R Fani, P Liò, A Lazcano, M Bazzicalupo, MS Carlomagno, ... Microbiological reviews 60 (1), 44-69, 1996	400	1996
Weisfeiler and lehman go cellular: Cw networks C Bodnar, F Frasca, N Otter, Y Wang, P Lio, GF Montufar, M Bronstein Advances in neural information processing systems 34, 2625-2640, 2021	348	2021

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