2023

doi dblp
Exploiting Explicit and Implicit Item relationships for Session-based Recommendation
Zihao Li | Xianzhi Wang | Chao Yang | Lina Yao | Julian J. McAuley | Guandong Xu
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023

2022

doi dblp
On Sampling Collaborative Filtering Datasets
Noveen Sachdeva | Carole-Jean Wu | Julian J. McAuley
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp
Coarse-to-Fine Sparse Sequential Recommendation
Jiacheng Li | Tong Zhao | Jin Li | Jim Chan | Christos Faloutsos | George Karypis | Soo-Min Pantel | Julian J. McAuley
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
Locality-Sensitive State-Guided Experience Replay Optimization for Sparse Rewards in Online Recommendation
Xiaocong Chen | Lina Yao | Julian J. McAuley | Weili Guan | Xiaojun Chang | Xianzhi Wang
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

doi dblp
Query-Aware Sequential Recommendation
Zhankui He | Handong Zhao | Zhaowen Wang | Zhe Lin | Ajinkya Kale | Julian J. McAuley
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
Rank List Sensitivity of Recommender Systems to Interaction Perturbations
Sejoon Oh | Berk Ustun | Julian J. McAuley | Srijan Kumar
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

doi dblp
SPOT: Knowledge-Enhanced Language Representations for Information Extraction
Jiacheng Li | Yannis Katsis | Tyler Baldwin | Ho-Cheol Kim | Andrew Bartko | Julian J. McAuley | Chun-Nan Hsu
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

pdf dblp
Semi-supervised Multi-Label Classification with 3D CBAM Resnet for Tuberculosis Cavern Report
Xing Lu | An Yan | Eric Y. Chang | Chun-Nan Hsu | Julian J. McAuley | Jiang Du | Amilcare Gentili
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to - 8th, 2022

doi dblp
Intent Contrastive Learning for Sequential Recommendation
Yongjun Chen | Zhiwei Liu | Jia Li | Julian J. McAuley | Caiming Xiong
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

doi dblp
Personalized Complementary Product Recommendation
An Yan | Chaosheng Dong | Yan Gao | Jinmiao Fu | Tong Zhao | Yi Sun | Julian J. McAuley
Companion of The Web Conference 2022, Virtual Event / Lyon, France, April 25 - 29, 2022

2021

pdf dblp
An Empirical Evaluation of End-to-End Polyphonic Optical Music Recognition
Sachinda Edirisooriya | Hao-Wen Dong | Julian J. McAuley | Taylor Berg-Kirkpatrick
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

pdf dblp
Towards Automatic Instrumentation by Learning to Separate Parts in Symbolic Multitrack Music
Hao-Wen Dong | Chris Donahue | Taylor Berg-Kirkpatrick | Julian J. McAuley
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

doi dblp
Locker: Locally Constrained Self-Attentive Sequential Recommendation
Zhankui He | Handong Zhao | Zhe Lin | Zhaowen Wang | Ajinkya Kale | Julian J. McAuley
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

2020

doi dblp
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

doi dblp
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

pdf dblp
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

doi dblp
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

doi dblp
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

2019

pdf dblp
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

doi dblp
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

doi dblp
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

doi dblp
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

doi dblp
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

2018

pdf dblp
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

doi dblp
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

doi dblp
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

2017

doi dblp
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

doi dblp
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

doi dblp
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

2016

doi dblp
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

doi dblp
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

doi dblp
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

2015

doi dblp
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

doi dblp
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

2014

doi dblp
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

doi dblp
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

doi dblp
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

2013

doi dblp
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