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
Bodhisattwa Prasad MajumderML/NLP PhD Student, UC San DiegoVerified email at eng.ucsd.edu
Jianmo NiGoogleVerified email at google.com
Professor Javen Qinfeng ShiDirector for Probabilistic Graphical Model Group, University of AdelaideVerified email at adelaide.edu.au
Chris DonahueResearch Scientist, Google MagentaVerified email at cs.stanford.edu
Zachary C. LiptonAssistant Professor of Machine Learning (Carnegie Mellon University)Verified email at cmu.edu
Jiacheng LiUniversity of California, San DiegoVerified email at eng.ucsd.edu
Mengting WanMicrosoftVerified email at microsoft.com
Canwen XuUC San DiegoVerified email at ucsd.edu
Anton van den HengelDirector of Applied Science at Amazon and Director of the Centre for Augmented Reasoning at AIML.Verified email at adelaide.edu.au
Shuyang LiResearch Scientist, Meta AIVerified email at meta.com
Miller PucketteProfessor of music, UCSDVerified email at ucsd.edu
Paarth NeekharaGraduate Student, University Of California San DiegoVerified email at ucsd.edu
Huanru Henry Ho MaoJenni AIVerified email at jenni.ai
Jaewon YangLinkedInVerified email at cs.stanford.edu
Chen FangResearch Scientist@Adobe ResearchVerified email at adobe.com
Farinaz KoushanfarProfessor and Henry Booker Faculty Scholar of ECE, UC 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


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Learning to discover social circles in ego networks J McAuley, J Leskovec Advances in Neural Information Processing Systems, 539-547, 2012	2116*	2012
Image-based recommendations on styles and substitutes J McAuley, C Targett, Q Shi, A Hengel SIGIR, 2015	1769	2015
Hidden factors and hidden topics: understanding rating dimensions with review text J McAuley, J Leskovec ACM Conference on Recommender Systems, 2013	1746	2013
Modeling the visual evolution of fashion trends with one-class collaborative filtering R He, J McAuley World Wide Web, 2016	1588*	2016
Self-attentive sequential recommendation WC Kang, J McAuley International Conference on Data Mining, 2018	1001	2018
Community detection in networks with node attributes J Yang, J McAuley, J Leskovec International Conference on Data Mining, 2013	942	2013
Inferring networks of substitutable and complementary products J McAuley, R Pandey, J Leskovec Knowledge Discovery and Data Mining, 2015	750	2015
Adversarial Audio Synthesis C Donahue, J McAuley, M Puckette International Conference on Learning Representations, 2019	654*	2019
VBPR: Visual bayesian personalized ranking from implicit feedback R He, J McAuley AAAI Conference on Artificial Intelligence, 2016	623	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	545	2009
Justifying recommendations using distantly-labeled reviews and fine-grained aspects J Ni, J Li, J McAuley Empirical Methods in Natural Language Processing, 2019	543	2019
From amateurs to connoisseurs: modeling the evolution of user expertise through online reviews JJ McAuley, J Leskovec World Wide Web, 897-908, 2013	527	2013
Fusing similarity models with Markov chains for sparse sequential recommendation R He, J McAuley International Conference on Data Mining, 2016	445	2016
Leveraging social connections to improve personalized ranking for collaborative filtering T Zhao, J McAuley, I King Conference on Information and Knowledge Management, 2014	375	2014
Discovering social circles in ego networks J Mcauley, J Leskovec ACM Transactions on Knowledge Discovery from Data (TKDD) 8 (1), 1-28, 2014	362	2014
Translation-based recommendation R He, WC Kang, J McAuley ACM Conference on Recommender Systems, 2017	324	2017
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	307	2015
Learning attitudes and attributes from multi-aspect reviews J McAuley, J Leskovec, D Jurafsky International Conference on Data Mining, 1020-1025, 2012	263	2012
Time-interval aware self-attention for sequential recommendation J Li, Y Wang, J McAuley Web Search and Data Mining, 2020	222	2020
Visually-aware fashion recommendation and design with generative image models WC Kang, C Fang, Z Wang, J McAuley International Conference on Data Mining, 2017	217	2017

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