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 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
Bodhisattwa Prasad MajumderML/NLP PhD Student, UC San DiegoVerified email at eng.ucsd.edu
Miller PucketteProfessor of music, UCSDVerified email at ucsd.edu
Huanru Henry Ho MaoUniversity of California, San DiegoVerified email at ucsd.edu
Chen FangResearch Scientist@Adobe ResearchVerified email at adobe.com
Irwin KingThe Chinese University of Hong KongVerified email at cse.cuhk.edu.hk
Tong ZhaoSr. Applied Scientist, AmazonVerified email at amazon.com
Garrison W. CottrellProfessor of Computer Science and Engineering, University of California, San DiegoVerified email at ucsd.edu
Jiacheng LiUniversity of California, San DiegoVerified email at eng.ucsd.edu

Julian McAuley

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	1795	2012
Hidden factors and hidden topics: understanding rating dimensions with review text J McAuley, J Leskovec ACM Conference on Recommender Systems, 2013	1470	2013
Image-based recommendations on styles and substitutes J McAuley, C Targett, Q Shi, A Hengel SIGIR, 2015	1292	2015
Modeling the visual evolution of fashion trends with one-class collaborative filtering R He, J McAuley World Wide Web, 2016	1070*	2016
Community detection in networks with node attributes J Yang, J McAuley, J Leskovec International Conference on Data Mining, 2013	805	2013
Inferring networks of substitutable and complementary products J McAuley, R Pandey, J Leskovec Knowledge Discovery and Data Mining, 2015	654	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	507	2009
VBPR: Visual bayesian personalized ranking from implicit feedback R He, J McAuley AAAI Conference on Artificial Intelligence, 2016	462	2016
From amateurs to connoisseurs: modeling the evolution of user expertise through online reviews JJ McAuley, J Leskovec World Wide Web, 897-908, 2013	444	2013
Adversarial Audio Synthesis C Donahue, J McAuley, M Puckette International Conference on Learning Representations, 2019	410*	2019
Self-attentive sequential recommendation WC Kang, J McAuley International Conference on Data Mining, 2018	398	2018
Discovering social circles in ego networks J Mcauley, J Leskovec ACM Transactions on Knowledge Discovery from Data (TKDD) 8 (1), 1-28, 2014	329	2014
Leveraging social connections to improve personalized ranking for collaborative filtering T Zhao, J McAuley, I King Conference on Information and Knowledge Management, 2014	306	2014
Fusing similarity models with Markov chains for sparse sequential recommendation R He, J McAuley International Conference on Data Mining, 2016	270	2016
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	250	2015
Learning attitudes and attributes from multi-aspect reviews J McAuley, J Leskovec, D Jurafsky International Conference on Data Mining, 1020-1025, 2012	218	2012
Justifying recommendations using distantly-labeled reviews and fine-grained aspects J Ni, J Li, J McAuley Empirical Methods in Natural Language Processing, 2019	209	2019
Translation-based recommendation R He, WC Kang, J McAuley ACM Conference on Recommender Systems, 2017	208	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	165	2012
The rich-club phenomenon across complex network hierarchies JJ McAuley, L da Fontoura Costa, TS Caetano Applied Physics Letters 91 (8), 084103, 2007	156	2007

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