Julian McAuley

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Jure LeskovecProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Ruining HeGoogle ResearchVerified email at google.com
Tiberio CaetanoGradient InstituteVerified email at gradientinstitute.org
Wang-Cheng KangGoogle BrainVerified email at google.com
Jianmo NiGoogleVerified email at google.com
Zachary C. LiptonAssistant Professor of Operations Research & Machine Learning at CMUVerified email at cmu.edu
Chris DonahuePostdoc, Stanford UniversityVerified email at cs.stanford.edu
Mengting WanMicrosoftVerified email at microsoft.com
Professor Javen Qinfeng ShiDirector for Probabilistic Graphical Model Group, UoA | DeepSightX | Smarter RegionsVerified email at adelaide.edu.au
Anton van den HengelDirector, Australian Institute for Machine Learning, UoA | Director of Applied Science, AmazonVerified email at adelaide.edu.au
Jaewon YangLinkedInVerified email at cs.stanford.edu
Alex SmolaAmazon Web ServicesVerified email at smola.org
Miller PucketteProfessor of music, UCSDVerified email at ucsd.edu
Bodhisattwa Prasad MajumderNLP PhD Student, UC San DiegoVerified email at eng.ucsd.edu
Irwin KingThe Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Tong ZhaoSr. Applied Scientist, AmazonVerified email at amazon.com
Chen FangResearch Scientist@Adobe ResearchVerified email at adobe.com
Huanru Henry Ho MaoUniversity of California, San DiegoVerified email at ucsd.edu
Teofilo de CamposUniversity of BrasiliaVerified email at st-annes.oxon.org
Shuyang LiPhD Student, UC San DiegoVerified email at eng.ucsd.edu

Julian McAuley

Associate Professor, UC San Diego

Verified email at eng.ucsd.edu - Homepage

Recommender Systems Web Mining Personalization


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Learning to discover social circles in ego networks J McAuley, J Leskovec Advances in neural information processing systems, 539-547, 2012	1681	2012
Hidden factors and hidden topics: understanding rating dimensions with review text J McAuley, J Leskovec ACM Conference on Recommender Systems, 2013	1374	2013
Image-based recommendations on styles and substitutes J McAuley, C Targett, Q Shi, A Hengel SIGIR, 2015	1151	2015
Modeling the visual evolution of fashion trends with one-class collaborative filtering R He, J McAuley World Wide Web, 2016	941*	2016
Community detection in networks with node attributes J Yang, J McAuley, J Leskovec International Conference on Data Mining, 2013	754	2013
Inferring networks of substitutable and complementary products J McAuley, R Pandey, J Leskovec Knowledge Discovery and Data Mining, 2015	622	2015
Learning graph matching TS Caetano, JJ McAuley, L Cheng, QV Le, AJ Smola IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (6), 1048-1058, 2009	481	2009
VBPR: Visual bayesian personalized ranking from implicit feedback R He, J McAuley AAAI Conference on Artificial Intelligence, 2016	420	2016
From amateurs to connoisseurs: modeling the evolution of user expertise through online reviews JJ McAuley, J Leskovec World Wide Web, 897-908, 2013	411	2013
Adversarial Audio Synthesis C Donahue, J McAuley, M Puckette International Conference on Learning Representations, 2019	338*	2019
Discovering social circles in ego networks J Mcauley, J Leskovec ACM Transactions on Knowledge Discovery from Data (TKDD) 8 (1), 1-28, 2014	321	2014
Leveraging social connections to improve personalized ranking for collaborative filtering T Zhao, J McAuley, I King Conference on Information and Knowledge Management, 2014	284	2014
Self-attentive sequential recommendation WC Kang, J McAuley International Conference on Data Mining, 2018	281	2018
Learning visual clothing style with heterogeneous dyadic co-occurrences A Veit, B Kovacs, S Bell, J McAuley, K Bala, S Belongie International Conference on Computer Vision, 2015	223	2015
Fusing similarity models with Markov chains for sparse sequential recommendation R He, J McAuley International Conference on Data Mining, 2016	221	2016
Learning attitudes and attributes from multi-aspect reviews J McAuley, J Leskovec, D Jurafsky International Conference on Data Mining, 1020-1025, 2012	200	2012
Translation-based recommendation R He, WC Kang, J McAuley ACM Conference on Recommender Systems, 2017	184	2017
Image labeling on a network: using social-network metadata for image classification J McAuley, J Leskovec European Conference on Computer Vision, 828-841, 2012	155	2012
Rich-club phenomenon across complex network hierarchies JJ McAuley, L da Fontoura Costa, TS Caetano Applied Physics Letters 91 (8), 084103, 2007	150	2007
Understanding the interplay between titles, content, and communities in social media H Lakkaraju, J McAuley, J Leskovec AAAI International Conference on Weblogs and Social Media, 2013	135*	2013

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