@inproceedings{PasMcA18,
  author = {Rajiv Pasricha and Julian McAuley},
  title = {Translation-based factorization machines for sequential recommendation},
  booktitle = {RecSys},
  year = {2018}
}

@inproceedings{WanMcA18b,
  author = {Mengting Wan and Julian McAuley},
  title = {Item recommendation on monotonic behavior chains},
  booktitle = {RecSys},
  year = {2018}
}

@inproceedings{KanMcA18,
  author = {Wang-Cheng Kang and Julian McAuley},
  title = {Learning consumer and producer embeddings for user-generated content recommendation},
  booktitle = {RecSys},
  year = {2018}
}

@inproceedings{HuLouHonMcA18,
  author = {Diane Hu and Raphael Louca and Liangjie Hong and Julian McAuley},
  title = {Learning within-session budgets from browsing trajectories for item recommendations},
  booktitle = {RecSys},
  year = {2018}
}

@inproceedings{MisWanMcA18,
  author = {Rishabh Misra and Mengting Wan and Julian McAuley},
  title = {Decomposing fit semantics for product size recommendation in metric spaces},
  booktitle = {RecSys},
  year = {2018}
}

@inproceedings{DonMaoMcA18,
  author = {Chris Donahue and Henry Mao and Julian McAuley},
  title = {The {NES} Music Database: A symbolic music dataset with expressive performance attributes},
  booktitle = {International Society for Music Information Retrieval Conference},
  year = {2018}
}

@inproceedings{HeKanMcA18,
  author = {Ruining He and Wang-Cheng Kan and Julian McAuley},
  title = {Translation-based recommendation: A scalable method for modeling sequential behavior},
  booktitle = {{IJCAI} Sister Conference (Best Paper Track)},
  year = {2018}
}

@inproceedings{NiMcA18,
  author = {Jianmo Ni and Julian McAuley},
  title = {Personalized review generation by expanding phrases and attending on aspect-aware representations},
  booktitle = {Annual Meeting of the Association for Computational Linguistics},
  year = {2018}
}

@inproceedings{DonLipBalMcA18,
  author = {Chris Donahue and Zachary Lipton and Akshay Balsubramani and Julian McAuley},
  title = {Semantically decomposing the latent spaces of Generative Adversarial Networks},
  booktitle = {International Conference on Learning Representations},
  year = {2018}
}

@inproceedings{WanMcA18,
  author = {Mengting Wan and Julian McAuley},
  title = {One-class recommendation with asymmetric textual feedback},
  booktitle = {SIAM International Conference on Data Mining},
  year = {2018}
}

@inproceedings{KanFanWanMcA17,
  author = {Wang-Cheng Kang and Chen Fang and Zhaowen Wang and Julian McAuley},
  title = {Visually-aware fashion recommendation and design with generative image models},
  booktitle = {International Conference on Data Mining},
  year = {2017}
}

@inproceedings{NiLipVikMcA17,
  author = {Jianmo Ni and Zachary Lipton and Sharad Vikram and Julian McAuley},
  title = {Estimating reactions and recommending products with generative models of reviews},
  booktitle = {International Joint Conference on Natural Language Processing},
  year = {2017}
}

@inproceedings{NgGabMcAElkLip17,
  author = {Nathan Ng and Rodney Gabriel and Julian McAuley and Charles Elkan and Zachary Lipton},
  title = {Predicting surgery duration with neural heteroscedastic regression},
  booktitle = {Machine Learning for Health Care},
  year = {2017}
}

@inproceedings{HeKanMcA17,
  author = {Ruining He and Wang-Cheng Kang and Julian McAuley},
  title = {Translation-based recommendation},
  booktitle = {RecSys},
  year = {2017}
}

@inproceedings{DonLipMcA17,
  author = {Chris Donahue and Zachary Lipton and Julian McAuley},
  title = {Dance Dance Convolution},
  booktitle = {International Conference on Machine Learning},
  year = {2017}
}

@inproceedings{CaiHeMcA17,
  author = {Chenwei Cai and Ruining He and Julian McAuley},
  title = {{SPMC}: Socially-aware personalized Markov chains for sparse sequential recommendation},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year = {2017}
}

@inproceedings{ZhaMcALiWeiZhaShi17,
  author = {Zhen Zhang and Julian McAuley and Yong Li and Wei Wei and Yanning Zhang and Qinfeng Shi},
  title = {Dynamic programming bipartite belief propagation for hyper graph matching},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year = {2017}
}

@inproceedings{PatGupMcA17,
  author = {Apurva Pathak and Kshitiz Gupta and Julian McAuley},
  title = {Generating and personalizing bundle recommendations on Steam},
  booktitle = {SIGIR},
  year = {2017}
}

@inproceedings{WanWanGolTadRaoLiuLymMcA17,
  author = {Mengting Wan and Di Wang and Matt Goldman and Matt Taddy and Justin Rao and Jie Liu and Dimitrios Lymberopoulos and Julian McAuley},
  title = {Modeling consumer preferences and price sensitivities from large-scale grocery shopping transaction logs},
  booktitle = {World Wide Web},
  year = {2017}
}

@inproceedings{RapLuiMcACat17,
  author = {Jeremie Rappaz and Maria-Luiza Vladarean and Julian McAuley and Michele Catasta},
  title = {Bartering books to beers: A recommender system for exchange platforms},
  booktitle = {Web Search and Data Mining},
  year = {2017}
}

@inproceedings{ZhaShiMcAWeiZhaYaoHen17,
  author = {Zhen Zhang and Qinfeng Shi and Julian McAuley and Wei Wei and Yanning Zhang and Rui Yao and Anton van den Hengel},
  title = {Solving constrained combinatorial optimization problems via MAP inference without high-order penalties},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year = {2017}
}

@inproceedings{WanMcA16,
  author = {Mengting Wan and Julian McAuley},
  title = {Modeling Ambiguity, Subjectivity, and Diverging Viewpoints in Opinion Question Answering Systems},
  booktitle = {International Conference on Data Mining},
  year = {2016}
}

@inproceedings{HePacMcA16,
  author = {Ruining He and Charles Packer and Julian McAuley},
  title = {Learning Compatibility Across Categories for Heterogeneous Item Recommendation},
  booktitle = {International Conference on Data Mining},
  year = {2016}
}

@inproceedings{HeMcA16b,
  author = {Ruining He and Julian McAuley},
  title = {Fusing Similarity Models with Markov Chains for Sparse Sequential Recommendation},
  booktitle = {International Conference on Data Mining},
  year = {2016}
}

@inproceedings{HeFanWanMcA,
  author = {Ruining He and Chen Fang and Zhaowen Wang and Julian McAuley},
  title = {Vista: A visually, socially, and temporally-aware model for artistic recommendation},
  booktitle = {ACM Conference on Recommender Systems},
  year = {2016}
}

@inproceedings{HeLinWanMcA16,
  author = {Ruining He and Chunbin Lin and Jianguo Wang and Julian McAuley},
  title = {Sparse hierarchical embeddings for visually-aware one-class collaborative filtering},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year = {2016}
}

@inproceedings{McAYan16,
  author = {Julian McAuley and Alex Yang},
  title = {Addressing complex and subjective product-related queries with customer reviews},
  booktitle = {World Wide Web},
  year = {2016}
}

@inproceedings{HeMcA16a,
  author = {Ruining He and Julian McAuley},
  title = {Ups and downs: Modeling the visual evolution of fashion trends with one-class collaborative filtering},
  booktitle = {World Wide Web},
  year = {2016}
}

@inproceedings{HeMcA16,
  author = {Ruining He and Julian McAuley},
  title = {{VBPR}: Visual bayesian personalized ranking from implicit feedback},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year = {2016}
}

@inproceedings{ZhaShiMcAWeiZhaHen16,
  author = {Zhen Zhang and Qinfeng Shi and Julian McAuley and Wei Wei and Yanning Zhang and Anton van den Hengel},
  title = {Pairwise matching through max-weight bipartite belief propagation},
  booktitle = {Computer Vision and Pattern Recognition},
  year = {2016}
}

@inproceedings{VeiKovBelMcABalBel15,
  author = {Andreas Veit and Balazs Kovacs and Sean Bell and Julian McAuley and Kavita Bala and Serge Belongie},
  title = {Learning visual clothing style with heterogeneous dyadic co-occurrences},
  booktitle = {International Conference on Computer Vision},
  year = {2015}
}

@inproceedings{ZhaMcAKin15,
  author = {Tong Zhao and Julian McAuley and Irwin King},
  title = {Improving latent factor models via personalized feature projection for one-class recommendation},
  booktitle = {Conference on Information and Knowledge Management},
  year = {2015}
}

@inproceedings{McAPanLes15,
  author = {Julian McAuley and Rahul Pandey and Jure Leskovec},
  title = {Inferring networks of substitutable and complementary products},
  booktitle = {KDD},
  year = {2015}
}

@inproceedings{McATarShiHen15,
  author = {Julian McAuley and Christopher Targett and Qinfeng Shi and Anton van den Hengel},
  title = {Image-based recommendations on styles and substitutes},
  booktitle = {SIGIR},
  year = {2015}
}

@inproceedings{LimLanMcA15,
  author = {Daryl Lim and Julian McAuley and Gert Lanckriet},
  title = {Top-N recommendation with missing implicit feedback},
  booktitle = {ACM Conference on Recommender Systems},
  year = {2015}
}

@inproceedings{ZhaMcAKin14,
  author = {Tong Zhao and Julian McAuley and Irwin King},
  title = {Leveraging social connections to improve personalized ranking for collaborative filtering},
  booktitle = {Conference on Information and Knowledge Management},
  year = {2014}
}

@inproceedings{YanMcALesPenSha14,
  author = {Jaewon Yang and Julian McAuley and Jure Leskovec and Paea LePendu and Nigam Shah},
  title = {Finding progression stages in time-evolving event sequences},
  booktitle = {World Wide Web},
  year = {2014}
}

@inproceedings{YanMcALes14,
  author = {Jaewon Yang and Julian McAuley and Jure Leskovec},
  title = {Detecting cohesive and 2-mode communities in directed and undirected networks},
  booktitle = {Web Search and Data Mining},
  year = {2014}
}

@inproceedings{McALes13,
  author = {Julian McAuley and Jure Leskovec},
  title = {From amateurs to connoisseurs: modeling the evolution of user expertise through online reviews},
  booktitle = {World Wide Web},
  year = {2013}
}

@inproceedings{McALes13b,
  author = {Julian McAuley and Jure Leskovec},
  title = {Hidden factors and hidden topics: understanding rating dimensions with review text},
  booktitle = {ACM Conference on Recommender Systems},
  year = {2013}
}

@inproceedings{YanMcALes13,
  author = {Jaewon Yang and Julian McAuley and Jure Leskovec},
  title = {Community detection in networks with node attributes},
  booktitle = {International Conference on Data Mining},
  year = {2013}
}

@inproceedings{LakMcALes13,
  author = {Himabindu Lakkaraju and Julian McAuley and Jure Leskovec},
  title = {What's in a name? Understanding the interplay between titles, content, and communities in social media},
  booktitle = {International Conference on Weblogs and Social Media},
  year = {2013}
}

@inproceedings{McALes12,
  author = {Julian McAuley and Jure Leskovec},
  title = {Learning to discover social circles in ego networks},
  booktitle = {Neural Information Processing Systems},
  year = {2012}
}

@inproceedings{McALesJur12,
  author = {Julian McAuley and Jure Leskovec and Dan Jurafsky},
  title = {Learning attitudes and attributes from multi-aspect reviews},
  booktitle = {International Conference on Data Mining},
  year = {2012}
}

@inproceedings{McALes12b,
  author = {Julian McAuley and Jure Leskovec},
  title = {Image labeling on a network: using social-network metadata for image classification},
  booktitle = {European Conference on Computer Vision},
  year = {2012}
}

@inproceedings{McARamCae11,
  author = {Julian McAuley and Arnau Ramisa and Tiberio Caetano},
  title = {Optimization of robust loss functions for weakly-labeled image taxonomies: an ImageNet case study},
  booktitle = {Energy Minimization Methods in Computer Vision and Pattern Recognition},
  year = {2011}
}

@inproceedings{McACae10b,
  author = {Julian McAuley and Tiberio Caetano},
  title = {Exploiting data-independence for fast belief-propagation},
  booktitle = {International Conference on Machine Learning},
  year = {2010}
}

@inproceedings{McACamCae10,
  author = {Julian McAuley and Teofilo de Campos and Tiberio Caetano},
  title = {Unified graph matching in Euclidean spaces},
  booktitle = {Computer Vision and Pattern Recognition},
  year = {2010}
}

@inproceedings{McACae10,
  author = {Julian McAuley and Tiberio Caetano},
  title = {Exploiting within-clique factorizations in junction-tree algorithms},
  booktitle = {Artificial Intelligence and Statistics},
  year = {2010}
}

@inproceedings{PetCaeMcAYu09,
  author = {James Petterson and Tiberio Caetano and Julian McAuley and Jin Yu},
  title = {Exponential family graph matching and ranking},
  booktitle = {Neural Information Processing Systems},
  year = {2009}
}

@inproceedings{McACamCsuPer09,
  author = {Julian McAuley and Teofilo de Campos and Gabriela Csurka and Florent Perronnin},
  title = {Hierarchical image-region labeling via structured learning},
  booktitle = {British Machine Vision Conference},
  year = {2009}
}

@inproceedings{CheMcAFerCaeTur09,
  author = {Longbin Chen and Julian McAuley and Rogerio Feris and Tiberio Caetano and Matthew Turk},
  title = {Shape classification through structured learning of matching measures},
  booktitle = {Computer Vision and Pattern Recognition},
  year = {2009},
}

@inproceedings{McACaeSmo09,
  author = {Julian McAuley and Tiberio Caetano and Alex Smola},
  title = {Robust near-isometric matching via structured learning of graphical models},
  booktitle = {Neural Information Processing Systems},
  year = {2008}
}

@inproceedings{McACaeSmoFra06,
  author    = {Julian McAuley and Tiberio Caetano and Alex Smola and Matthias Franz},
  title     = {Learning high-order MRF priors of color images},
  booktitle = {International Conference on Machine Learning},
  year      = {2006}
}

@article{McALes13c,
  author = {Julian McAuley and Jure Leskovec},
  title = {Discovering social circles in ego networks},
  journal = {Transactions on Knowledge Discovery from Data},
  year = {2013}
}

@article{McARamCae12,
  author = {Julian McAuley and Arnau Ramisa and Tiberio Caetano},
  title = {Optimization of robust loss functions for weakly-labeled image taxonomies},
  journal = {International Journal of Computer Vision},
  year = {2011}
}

@article{FelMcA11,
  author = {Pedro Felzenszwalb and Julian McAuley},
  title = {Fast inference with min-sum matrix product},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = {2011}
}

@article{McACae11,
  author = {Julian McAuley and Tiberio Caetano},
  title = {Faster Algorithms for Max-Product Message-Passing},
  journal = {Journal of Machine Learning Research},
  year = {2011},
  volume = {12},
  number = {4},
  pages = {1349-1388}
}

@article{CaeMcA09,
  author = {Tiberio Caetano and Julian McAuley},
  title = {Faster graphical models for point-pattern matching},
  journal = {Spatial Vision},
  year = {2009}
}

@article{CaeMcACheLeSmo08,
  author = {Tiberio Caetano and Julian McAuley and Li Chen and Quoc Le and Alex Smola},
  title = {Learning graph matching},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = {2009},
  volume = {31},
  number = {6},
  pages = {1048-1058}
}

@article{McACaeBar08,
  author = {Julian McAuley and Tiberio Caetano and Marconi Barbosa},
  title = {Graph rigidity, cyclic belief propagation and point pattern matching},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  year = {2008},
  volume = {30},
  number = {11},
  pages = {2047-2054}
}

@article{McACosCae07,
  author = {Julian McAuley and Tiberio Caetano and Luciano da Fontoura Costa},
  title = {Rich-club phenomenon across complex network hierarchies},
  journal = {Applied Physics Letters},
  year = {2007},
  volume = {91}
}

@inbook{McACaeBun10,
  author = {Julian McAuley and Tiberio Caetano and Wray Buntine},
  editor = {C. Sammut and G. Webb},
  title = {Graphical models},
  booktitle = {Encyclopedia of Machine Learning},
  publisher = {Springer},
  year = {2010}
}

@inbook{McA19,
  author = {Julian McAuley},
  editor = {L. Schintler and C. McNeely},
  title = {Recommender Systems},
  booktitle = {Encyclopedia of Big Data},
  publisher = {Springer},
  year = {2019}
}

@misc{McACamCsuPer09b,
  author = {Julian McAuley and Teofilo de Campos and Gabriela Csurka and Florent Perronnin},
  howpublished = {U.S. Patent Application 12/546,948},
  title = {Consistent hierarchical labeling of image and image regions},
  year = {2011}
}

@misc{McACam09,
  author = {Julian McAuley and Teofilo de Campos},
  howpublished = {U.S. Patent Application 12/571,630},
  title = {Unified graph matching in Euclidean spaces and applications to image comparison and retrieval},
  year = {2011}
}