Pietro Liò

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Citations	67344	54970
h-index	77	66
i10-index	401	296

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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
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
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 BarbieroUniversita' della Svizzera Italiana - University of CambridgeVerified email at cam.ac.uk
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
Cristian BodnarSilurianVerified email at silurian.ai
Yu Guang WangAssociate Professor, Shanghai Jiao Tong University, University of New South WalesVerified email at sjtu.edu.cn
Marco FondiDep. of Biology, University of FlorenceVerified email at unifi.it
Michael BronsteinDeepMind Professor of AI, University of Oxford / Scientific Director, AITHYRAVerified email at cs.ox.ac.uk
Carola-Bibiane SchönliebDAMTP, University of CambridgeVerified email at cam.ac.uk
Giuseppe NicosiaUniversity of Catania, ItalyVerified email at unict.it
Ramon Viñas TornéUniversity of CambridgeVerified email at cam.ac.uk
Ben DayPhD, University of CambridgeVerified email at cl.cam.ac.uk
Simeon SpasovPhD student, University of CambridgeVerified email at cam.ac.uk
Nikola SimidjievskiUniversity of Cambridge, United KingdomVerified email at cam.ac.uk

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	18309	2017
Graph attention networks P Veličković, G Cucurull, A Casanova, A Romero, P Lio, Y Bengio arXiv preprint arXiv:1710.10903, 2017	13543	2017
Deep graph infomax. P Velickovic, W Fedus, WL Hamilton, P Liò, Y Bengio, RD Hjelm ICLR (Poster) 2 (3), 4, 2019	2462	2019
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	2305	2008
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	2155	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	987	2021
Deep graph infomax P Veličković, W Fedus, WL Hamilton, P Liò, Y Bengio, RD Hjelm arXiv preprint arXiv:1809.10341, 2018	910	2018
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	844	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	838	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	796	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	610	2004
Graph attention networks. arXiv 2017 P Velickovic, G Cucurull, A Casanova, A Romero, P Lio, Y Bengio arXiv preprint arXiv:1710.10903, 2017	554*	2017
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	529	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	460	2009
Models of molecular evolution and phylogeny P Liò, N Goldman Genome research 8 (12), 1233-1244, 1998	449	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	423	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	398	2019
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	398	1996
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	317	2011
Biometric evidence that sexual selection has shaped the hominin face EM Weston, AE Friday, P Liò PLoS one 2 (8), e710, 2007	316	2007

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