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
Chris DonahuePostdoc, Stanford UniversityVerified email at cs.stanford.edu
Zachary C. LiptonAssistant Professor of Machine Learning at CMUVerified email at cmu.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
Bodhisattwa Prasad MajumderML/NLP PhD Student, UC San DiegoVerified email at eng.ucsd.edu
Anton van den HengelDirector, Australian Institute for Machine Learning, UoA | Director of Applied Science, AmazonVerified email at adelaide.edu.au
Jiacheng LiUniversity of California, San DiegoVerified email at eng.ucsd.edu
Jaewon YangLinkedInVerified email at cs.stanford.edu
Chen FangResearch Scientist@Adobe ResearchVerified email at adobe.com
Alex SmolaAmazon Web ServicesVerified email at smola.org
Tong ZhaoSr. Applied Scientist, AmazonVerified email at amazon.com
Huanru Henry Ho MaoAltum Inc.Verified email at altum.io
Miller PucketteProfessor of music, UCSDVerified email at ucsd.edu
Shuyang LiPhD Student, UC San DiegoVerified email at eng.ucsd.edu
Canwen XuUC San DiegoVerified email at ucsd.edu

Julian McAuley

Professor, UC San Diego

Verified email at eng.ucsd.edu - Homepage

Recommender Systems Natural Language Processing 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	2008*	2012
Hidden factors and hidden topics: understanding rating dimensions with review text J McAuley, J Leskovec ACM Conference on Recommender Systems, 2013	1638	2013
Image-based recommendations on styles and substitutes J McAuley, C Targett, Q Shi, A Hengel SIGIR, 2015	1552	2015
Modeling the visual evolution of fashion trends with one-class collaborative filtering R He, J McAuley World Wide Web, 2016	1359*	2016
Community detection in networks with node attributes J Yang, J McAuley, J Leskovec International Conference on Data Mining, 2013	897	2013
Inferring networks of substitutable and complementary products J McAuley, R Pandey, J Leskovec Knowledge Discovery and Data Mining, 2015	715	2015
Self-attentive sequential recommendation WC Kang, J McAuley International Conference on Data Mining, 2018	683	2018
Adversarial Audio Synthesis C Donahue, J McAuley, M Puckette International Conference on Learning Representations, 2019	562*	2019
VBPR: Visual bayesian personalized ranking from implicit feedback R He, J McAuley AAAI Conference on Artificial Intelligence, 2016	544	2016
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	530	2009
From amateurs to connoisseurs: modeling the evolution of user expertise through online reviews JJ McAuley, J Leskovec World Wide Web, 897-908, 2013	490	2013
Justifying recommendations using distantly-labeled reviews and fine-grained aspects J Ni, J Li, J McAuley Empirical Methods in Natural Language Processing, 2019	380	2019
Fusing similarity models with Markov chains for sparse sequential recommendation R He, J McAuley International Conference on Data Mining, 2016	357	2016
Discovering social circles in ego networks J Mcauley, J Leskovec ACM Transactions on Knowledge Discovery from Data (TKDD) 8 (1), 1-28, 2014	343	2014
Leveraging social connections to improve personalized ranking for collaborative filtering T Zhao, J McAuley, I King Conference on Information and Knowledge Management, 2014	339	2014
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	278	2015
Translation-based recommendation R He, WC Kang, J McAuley ACM Conference on Recommender Systems, 2017	268	2017
Learning attitudes and attributes from multi-aspect reviews J McAuley, J Leskovec, D Jurafsky International Conference on Data Mining, 1020-1025, 2012	243	2012
Visually-aware fashion recommendation and design with generative image models WC Kang, C Fang, Z Wang, J McAuley International Conference on Data Mining, 2017	185	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	179	2012

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