Andrey Kan

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Philip HodgkinProfessor of Immunology, Walter and Eliza Hall InstituteVerified email at wehi.edu.au
Christopher LeckieProfessor, Computing and Information Systems, The University of MelbourneVerified email at unimelb.edu.au
James BaileyProfessor, School of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
John MarkhamPeter MacCallum Cancer CentreVerified email at unimelb.edu.au
Ken DuffyProfessor, Hamilton Institute, National University of Ireland MaynoothVerified email at nuim.ie
Jeffrey ChanSchool of Computing Technologies, RMIT UniversityVerified email at rmit.edu.au
Wei LiuUniversity of Technology SydneyVerified email at uts.edu.au
Rajib ChakravortySystema AIVerified email at systema.ai
Edwin HawkinsWalter and Eliza Hall Institute of Medical Research, Peter MacCallum Cancer Centre, Imperial CollegeVerified email at wehi.edu.au
Lachlan WhiteheadWalter and Eliza Hall Institute of Medical ResearchVerified email at wehi.edu.au
Kelly Lee ROGERSHead, Centre for Dynamic Imaging, Walter and Eliza Hall InstituteVerified email at wehi.edu.au
Jian PeiProfessor of Computing Science, Simon Fraser UniversityVerified email at cs.sfu.ca
Eric HanssenProfessor, The University of MelbourneVerified email at unimelb.edu.au
Geoffrey I. McFaddenARC Laureate Professor, University of MelbourneVerified email at unimelb.edu.au
Simon CrawfordThe University of MelbourneVerified email at unimelb.edu.au
Shalin H. NaikGroup Leader, WEHIVerified email at wehi.edu.au
Conor HayesData Science Institute, School of Computer Science, NUI GalwayVerified email at nuigalway.ie
Bernie HoganUniversity of OxfordVerified email at oii.ox.ac.uk
Lida RashidiPostdoctoral Research Fellow, School of Computing and Information Systems, University of MelbourneVerified email at unimelb.edu.au
Sutharshan RajasegararSchool of Information Technology, Deakin UniversityVerified email at unimelb.edu.au

Andrey Kan

Amazon

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machine learning graph mining computational biology


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Antigen affinity, costimulation, and cytokine inputs sum linearly to amplify T cell expansion JM Marchingo, A Kan, RM Sutherland, KR Duffy, CJ Wellard, GT Belz, ... Science 346 (6213), 1123-1127, 2014	192	2014
A Myc-dependent division timer complements a cell-death timer to regulate T cell and B cell responses S Heinzel, T Binh Giang, A Kan, JM Marchingo, BK Lye, LM Corcoran, ... Nature immunology 18 (1), 96-103, 2017	122	2017
Machine learning applications in cell image analysis A Kan Immunology and cell biology 95 (6), 525-530, 2017	99	2017
Stretched cell cycle model for proliferating lymphocytes MR Dowling, A Kan, S Heinzel, JHS Zhou, JM Marchingo, CJ Wellard, ... Proceedings of the National Academy of Sciences 111 (17), 6377-6382, 2014	82	2014
Estimating node importance in knowledge graphs using graph neural networks N Park, A Kan, XL Dong, T Zhao, C Faloutsos Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019	79	2019
Regulatory T cells suppress effector T cell proliferation by limiting division destiny MR Dowling, A Kan, S Heinzel, JM Marchingo, PD Hodgkin, ED Hawkins Frontiers in immunology 9, 2461, 2018	41	2018
Autoknow: Self-driving knowledge collection for products of thousands of types XL Dong, X He, A Kan, X Li, Y Liang, J Ma, YE Xu, C Zhang, T Zhao, ... Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020	40	2020
T-cell stimuli independently sum to regulate an inherited clonal division fate JM Marchingo, G Prevedello, A Kan, S Heinzel, PD Hodgkin, KR Duffy Nature communications 7 (1), 1-12, 2016	40	2016
Quantitative analysis of Plasmodium ookinete motion in three dimensions suggests a critical role for cell shape in the biomechanics of malaria parasite gliding … A Kan, YH Tan, F Angrisano, E Hanssen, KL Rogers, L Whitehead, ... Cellular microbiology 16 (5), 734-750, 2014	37	2014
On compressing weighted time-evolving graphs W Liu, A Kan, J Chan, J Bailey, C Leckie, J Pei, R Kotagiri Proceedings of the 21st ACM international conference on Information and …, 2012	37	2012
DiSNE movie visualization and assessment of clonal kinetics reveal multiple trajectories of dendritic cell development DS Lin, A Kan, J Gao, EJ Crampin, PD Hodgkin, SH Naik Cell reports 22 (10), 2557-2566, 2018	32	2018
Automated and semi‐automated cell tracking: addressing portability challenges A Kan, R Chakravorty, J Bailey, C Leckie, J Markham, MR Dowling Journal of Microscopy 244 (2), 194-213, 2011	25	2011
A query based approach for mining evolving graphs A Kan, J Chan, J Bailey, C Leckie Proceedings of the Eighth Australasian Data Mining Conference-Volume 101 …, 2009	24	2009
Discovering latent blockmodels in sparse and noisy graphs using non-negative matrix factorisation J Chan, W Liu, A Kan, C Leckie, J Bailey, K Ramamohanarao Proceedings of the 22nd ACM international conference on Information …, 2013	19	2013
Octet: Online catalog taxonomy enrichment with self-supervision Y Mao, T Zhao, A Kan, C Zhang, XL Dong, C Faloutsos, J Han Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020	16	2020
A time decoupling approach for studying forum dynamics A Kan, J Chan, C Hayes, B Hogan, J Bailey, C Leckie World Wide Web 16 (5), 595-620, 2013	16	2013
Multiimport: Inferring node importance in a knowledge graph from multiple input signals N Park, A Kan, XL Dong, T Zhao, C Faloutsos Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020	12	2020
Ex3: Explainable attribute-aware item-set recommendations Y Xian, T Zhao, J Li, J Chan, A Kan, J Ma, XL Dong, C Faloutsos, ... Fifteenth ACM Conference on Recommender Systems, 484-494, 2021	10	2021
Ranking cell tracking systems without manual validation A Kan, J Markham, R Chakravorty, J Bailey, C Leckie Pattern Recognition Letters 53, 38-43, 2015	7	2015
Mechanisms of cell division as regulators of acute immune response A Kan, PD Hodgkin Systems and Synthetic Biology, 1-7, 2014	6	2014

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