Julian J. McAuley


2013

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From amateurs to connoisseurs: modeling the evolution of user expertise through online reviews
Julian J. McAuley | Jure Leskovec
22nd International World Wide Web Conference, WWW '13, Rio de Janeiro, Brazil, May 13-17, 2013

2014

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Finding progression stages in time-evolving event sequences
Jaewon Yang | Julian J. McAuley | Jure Leskovec | Paea LePendu | Nigam Shah
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014

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Detecting cohesive and 2-mode communities indirected and undirected networks
Jaewon Yang | Julian J. McAuley | Jure Leskovec
Seventh ACM International Conference on Web Search and Data Mining, WSDM 2014, New York, NY, USA, February 24-28, 2014

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Leveraging Social Connections to Improve Personalized Ranking for Collaborative Filtering
Tong Zhao | Julian J. McAuley | Irwin King
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

2015

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Image-Based Recommendations on Styles and Substitutes
Julian J. McAuley | Christopher Targett | Qinfeng Shi | Anton van den Hengel
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, Santiago, Chile, August 9-13, 2015

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Improving Latent Factor Models via Personalized Feature Projection for One Class Recommendation
Tong Zhao | Julian J. McAuley | Irwin King
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

2016

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Ups and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering
Ruining He | Julian J. McAuley
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

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Addressing Complex and Subjective Product-Related Queries with Customer Reviews
Julian J. McAuley | Alex Yang
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

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Fashionista: A Fashion-aware Graphical System for Exploring Visually Similar Items
Ruining He | Chunbin Lin | Julian J. McAuley
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume

2017

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Modeling Consumer Preferences and Price Sensitivities from Large-Scale Grocery Shopping Transaction Logs
Mengting Wan | Di Wang | Matthew Goldman | Matt Taddy | Justin Rao | Jie Liu | Dimitrios Lymberopoulos | Julian J. McAuley
Proceedings of the 26th International Conference on World Wide Web, WWW 2017, Perth, Australia, April 3-7, 2017

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Bartering Books to Beers: A Recommender System for Exchange Platforms
Jérémie Rappaz | Maria-Luiza Vladarean | Julian J. McAuley | Michele Catasta
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, WSDM 2017, Cambridge, United Kingdom, February 6-10, 2017

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Generating and Personalizing Bundle Recommendations on Steam
Apurva Pathak | Kshitiz Gupta | Julian J. McAuley
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, Shinjuku, Tokyo, Japan, August 7-11, 2017

2018

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The NES Music Database: A multi-instrumental dataset with expressive performance attributes
Chris Donahue | Huanru Henry Mao | Julian J. McAuley
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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Representing and Recommending Shopping Baskets with Complementarity, Compatibility and Loyalty
Mengting Wan | Di Wang | Jie Liu | Paul Bennett | Julian J. McAuley
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

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Recommendation Through Mixtures of Heterogeneous Item Relationships
Wang-Cheng Kang | Mengting Wan | Julian J. McAuley
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2019

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The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

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Modeling Heart Rate and Activity Data for Personalized Fitness Recommendation
Jianmo Ni | Larry Muhlstein | Julian J. McAuley
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

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Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

Companion of The 2019 World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

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LakhNES: Improving Multi-instrumental Music Generation with Cross-domain Pre-training
Chris Donahue | Huanru Henry Mao | Yiting Ethan Li | Garrison W. Cottrell | Julian J. McAuley
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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CosRec: 2D Convolutional Neural Networks for Sequential Recommendation
An Yan | Shuo Cheng | Wang-Cheng Kang | Mengting Wan | Julian J. McAuley
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

2020

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Attentive Sequential Models of Latent Intent for Next Item Recommendation
Md. Mehrab Tanjim | Congzhe Su | Ethan Benjamin | Diane Hu | Liangjie Hong | Julian J. McAuley
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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Time Interval Aware Self-Attention for Sequential Recommendation
Jiacheng Li | Yujie Wang | Julian J. McAuley
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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Addressing Marketing Bias in Product Recommendations
Mengting Wan | Jianmo Ni | Rishabh Misra | Julian J. McAuley
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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How Useful are Reviews for Recommendation? A Critical Review and Potential Improvements
Noveen Sachdeva | Julian J. McAuley
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

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MusPy: A Toolkit for Symbolic Music Generation
Hao-Wen Dong | Ke Chen | Julian J. McAuley | Taylor Berg-Kirkpatrick
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020