Pietro Liò

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	All	Since 2019
Citations	58066	48140
h-index	71	61
i10-index	364	269

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Petar VeličkovićStaff 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
Arantxa CasanovaPhD student at Polytechnique Montreal - MilaVerified email at polymtl.ca
Renato FaniFull Professor of Genetics, University of FlorenceVerified email at unifi.it
Mohammad Ali MoniThe University of Cambridge; Oxford University; University of Queensland; Charles Sturt UniversityVerified email at csu.edu.au
Pan HuiChair Professor, Nokia Chair in Data Science, FREng & IEEE Fellow (HKUST & University of Helsinki)Verified email at cse.ust.hk
Richard van der WathCouncil for Scientific and Industrial ResearchVerified email at csir.co.za
Claudio AngioneProfessor of Artificial Intelligence, Teesside UniversityVerified email at tees.ac.uk
Pietro BarbieroUniversita' della Svizzera Italiana - University of CambridgeVerified email at cam.ac.uk
Adriana Romero-SorianoFundamental AI Research, Meta AIVerified email at fb.com
Cristian BodnarSenior Researcher, Microsoft ResearchVerified email at microsoft.com
Marco FondiDep. of Biology, University of FlorenceVerified email at unifi.it
Giuseppe NicosiaUniversity of Catania, ItalyVerified email at unict.it
Carola-Bibiane SchönliebDAMTP, University of CambridgeVerified email at cam.ac.uk
Michael BronsteinDeepMind Professor of AI, University of OxfordVerified email at cs.ox.ac.uk
Yu Guang WangAssociate Professor, Shanghai Jiao Tong University, University of New South WalesVerified email at sjtu.edu.cn
Ben DayPhD, University of CambridgeVerified email at cl.cam.ac.uk
Ramon Viñas TornéUniversity of CambridgeVerified email at cam.ac.uk
Simeon SpasovPhD student, University of CambridgeVerified email at cam.ac.uk
Franco BagnoliUniversità di FirenzeVerified email at unifi.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	15466	2017
Graph attention networks P Veličković, G Cucurull, A Casanova, A Romero, P Lio, Y Bengio arXiv preprint arXiv:1710.10903, 2017	11310	2017
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	2234	2008
Deep graph infomax. P Velickovic, W Fedus, WL Hamilton, P Liò, Y Bengio, RD Hjelm ICLR (Poster) 2 (3), 4, 2019	2099	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	1879	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	897	2021
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	810	2015
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	752	2021
Deep graph infomax P Veličković, W Fedus, WL Hamilton, P Liò, Y Bengio, RD Hjelm arXiv preprint arXiv:1809.10341, 2018	716	2018
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	665	2020
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	602	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	525	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	450	2009
Graph attention networks. arXiv 2017 P Velickovic, G Cucurull, A Casanova, A Romero, P Lio, Y Bengio arXiv preprint arXiv:1710.10903, 2017	446*	2017
Models of molecular evolution and phylogeny P Liò, N Goldman Genome research 8 (12), 1233-1244, 1998	444	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	399	2015
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	392	1996
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	356	2019
Biometric evidence that sexual selection has shaped the hominin face EM Weston, AE Friday, P Liò PLoS one 2 (8), e710, 2007	309	2007
Distinct epigenomic features in end-stage failing human hearts M Movassagh, MK Choy, DA Knowles, L Cordeddu, S Haider, T Down, ... Circulation 124 (22), 2411-2422, 2011	303	2011

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