Julian McAuley

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Jure LeskovecProfessor of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Wang-Cheng KangGoogle DeepMindVerified email at google.com
Ruining HeGoogle DeepMindVerified email at google.com
Jianmo NiGoogleVerified email at google.com
Zhankui HeGoogle DeepMindVerified email at google.com
Jiacheng LiMetaVerified email at eng.ucsd.edu
Canwen XuSnowflakeVerified email at ucsd.edu
Tiberio CaetanoGradient InstituteVerified email at gradientinstitute.org
An YanUniversity of California San DiegoVerified email at ucsd.edu
Taylor Berg-KirkpatrickUniversity of California San DiegoVerified email at ucsd.edu
Professor Javen Qinfeng ShiDirector for Causal AI Group, University of AdelaideVerified email at adelaide.edu.au
Chris DonahueAssistant Professor, CMU CSD; Research Scientist, Google DeepMind (part time)Verified email at cmu.edu
Zachary C. LiptonRaj Reddy Associate Professor of Machine Learning @ Carnegie Mellon University; CTO + CSO @ AbridgeVerified email at cmu.edu
Mengting WanMicrosoftVerified email at microsoft.com
Lina YaoScience Lead at CSIRO Data61 & Professor at University of New South Wales, AustraliaVerified email at csiro.au
Shuyang LiResearch Scientist, Meta AIVerified email at meta.com
Paarth NeekharaGraduate Student, University Of California San DiegoVerified email at ucsd.edu
Chun-Nan HsuUniversity of California, San Diego and Veterans Affairs San Diego Healthcare SystemVerified email at ucsd.edu
Shlomo DubnovProfessor Music, Computer Science and Engineering, UCSDVerified email at ucsd.edu
Jingbo ShangAssociate Professor, 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 Computer Music


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Image-based recommendations on styles and substitutes J McAuley, C Targett, Q Shi, A Hengel SIGIR, 2015	2838	2015
Self-attentive sequential recommendation WC Kang, J McAuley International Conference on Data Mining, 2018	2818	2018
Learning to discover social circles in ego networks J McAuley, J Leskovec Advances in Neural Information Processing Systems, 539-547, 2012	2652*	2012
Modeling the visual evolution of fashion trends with one-class collaborative filtering R He, J McAuley World Wide Web, 2016	2502*	2016
Hidden factors and hidden topics: understanding rating dimensions with review text J McAuley, J Leskovec ACM Conference on Recommender Systems, 2013	2289	2013
Justifying recommendations using distantly-labeled reviews and fine-grained aspects J Ni, J Li, J McAuley Empirical Methods in Natural Language Processing, 2019	1609	2019
Community detection in networks with node attributes J Yang, J McAuley, J Leskovec International Conference on Data Mining, 2013	1125	2013
Adversarial Audio Synthesis C Donahue, J McAuley, M Puckette International Conference on Learning Representations, 2019	1090*	2019
VBPR: Visual bayesian personalized ranking from implicit feedback R He, J McAuley AAAI Conference on Artificial Intelligence, 2016	1020	2016
Inferring networks of substitutable and complementary products J McAuley, R Pandey, J Leskovec Knowledge Discovery and Data Mining, 2015	924	2015
Fusing similarity models with Markov chains for sparse sequential recommendation R He, J McAuley International Conference on Data Mining, 2016	861	2016
From amateurs to connoisseurs: modeling the evolution of user expertise through online reviews JJ McAuley, J Leskovec World Wide Web, 897-908, 2013	739	2013
Time-interval aware self-attention for sequential recommendation J Li, Y Wang, J McAuley Web Search and Data Mining, 2020	647	2020
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	625	2009
Translation-based recommendation R He, WC Kang, J McAuley ACM Conference on Recommender Systems, 2017	496	2017
Leveraging social connections to improve personalized ranking for collaborative filtering T Zhao, J McAuley, I King Conference on Information and Knowledge Management, 2014	457	2014
Discovering social circles in ego networks J Mcauley, J Leskovec ACM Transactions on Knowledge Discovery from Data (TKDD) 8 (1), 1-28, 2014	403	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	380	2015
Learning attitudes and attributes from multi-aspect reviews J McAuley, J Leskovec, D Jurafsky International Conference on Data Mining, 1020-1025, 2012	359	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	348	2017

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