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
Wang-Cheng KangGoogle DeepMindVerified email at google.com
Jianmo NiGoogleVerified email at google.com
Tiberio CaetanoGradient InstituteVerified email at gradientinstitute.org
Jiacheng LiUniversity of California, San DiegoVerified email at eng.ucsd.edu
Canwen XuUC 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
Mengting WanMicrosoftVerified email at microsoft.com
Zachary C. LiptonProfessor of Machine Learning at Carnegie Mellon; CTO / CSO at AbridgeVerified email at cmu.edu
Taylor Berg-KirkpatrickUniversity of California San DiegoVerified email at ucsd.edu
An YanUniversity of California San DiegoVerified email at ucsd.edu
Shuyang LiResearch Scientist, Meta AIVerified email at meta.com
Paarth NeekharaGraduate Student, University Of California 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
Miller PucketteProfessor of music, UCSDVerified email at ucsd.edu
Zhaowen WangAdobe ResearchVerified email at adobe.com
Farinaz KoushanfarProfessor and Henry Booker Faculty Scholar of ECE, UC San DiegoVerified email at ucsd.edu
Shehzeen Samarah HussainResearch Scientist at Nvidia | PhD from University of California, 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	2369*	2012
Image-based recommendations on styles and substitutes J McAuley, C Targett, Q Shi, A Hengel SIGIR, 2015	2241	2015
Hidden factors and hidden topics: understanding rating dimensions with review text J McAuley, J Leskovec ACM Conference on Recommender Systems, 2013	1998	2013
Modeling the visual evolution of fashion trends with one-class collaborative filtering R He, J McAuley World Wide Web, 2016	1994*	2016
Self-attentive sequential recommendation WC Kang, J McAuley International Conference on Data Mining, 2018	1704	2018
Community detection in networks with node attributes J Yang, J McAuley, J Leskovec International Conference on Data Mining, 2013	1025	2013
Justifying recommendations using distantly-labeled reviews and fine-grained aspects J Ni, J Li, J McAuley Empirical Methods in Natural Language Processing, 2019	972	2019
Adversarial Audio Synthesis C Donahue, J McAuley, M Puckette International Conference on Learning Representations, 2019	855*	2019
Inferring networks of substitutable and complementary products J McAuley, R Pandey, J Leskovec Knowledge Discovery and Data Mining, 2015	830	2015
VBPR: Visual bayesian personalized ranking from implicit feedback R He, J McAuley AAAI Conference on Artificial Intelligence, 2016	773	2016
Fusing similarity models with Markov chains for sparse sequential recommendation R He, J McAuley International Conference on Data Mining, 2016	618	2016
From amateurs to connoisseurs: modeling the evolution of user expertise through online reviews JJ McAuley, J Leskovec World Wide Web, 897-908, 2013	599	2013
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	592	2009
Leveraging social connections to improve personalized ranking for collaborative filtering T Zhao, J McAuley, I King Conference on Information and Knowledge Management, 2014	419	2014
Time-interval aware self-attention for sequential recommendation J Li, Y Wang, J McAuley Web Search and Data Mining, 2020	417	2020
Translation-based recommendation R He, WC Kang, J McAuley ACM Conference on Recommender Systems, 2017	402	2017
Discovering social circles in ego networks J Mcauley, J Leskovec ACM Transactions on Knowledge Discovery from Data (TKDD) 8 (1), 1-28, 2014	381	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	349	2015
Learning attitudes and attributes from multi-aspect reviews J McAuley, J Leskovec, D Jurafsky International Conference on Data Mining, 1020-1025, 2012	311	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	274	2017

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