CONFERENCES:

@inproceedings{YanMcALesPenSha14,
  author = {J. Yang and J. J. McAuley and J. Leskovec and P. LePendu and N. Shah},
  title = {Finding progression stages in time-evolving event sequences},
  booktitle = {World Wide Web},
  year = {2014}
}

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

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

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

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

@inproceedings{LakMcALes13,
  author = {H. Lakkaraju and J. J. McAuley and J. 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 = {J. J. McAuley and J. Leskovec},
  title = {Learning to discover social circles in ego networks},
  booktitle = {Neural Information Processing Systems},
  year = {2012}
}

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

@inproceedings{McALes12b,
  author = {J. J. McAuley and J. 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 = {J. J. McAuley and A. Ramisa and T. S. 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 = {J. J. McAuley and T. S. Caetano},
  title = {Exploiting data-independence for fast belief-propagation},
  booktitle = {International Conference on Machine Learning},
  year = {2010}
}

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

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

@inproceedings{PetCaeMcAYu09,
  author = {J. Petterson and T. S. Caetano and J. J. McAuley and Jin Yu},
  title = {Exponential family graph matching and ranking},
  booktitle = {Neural Information Processing Systems},
  year = {2009}
}

@inproceedings{McACamCsuPer09,
  author = {J. J. 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 = {L. Chen and J. J. McAuley and R. S. Feris and T. S. Caetano and M. Turk},
  title = {Shape classification through structured learning of matching measures},
  booktitle = {Computer Vision and Pattern Recognition},
  year = {2009},
}

@inproceedings{McACaeSmo09,
  author = {J. J. McAuley and T. S. Caetano and A. J. Smola},
  title = {Robust near-isometric matching via structured learning of graphical models},
  booktitle = {Neural Information Processing Systems},
  year = {2008}
}

@inproceedings{McACaeSmoFra06,
  author    = {J. J. McAuley and T. S. Caetano and A. J. Smola and M. O. Franz},
  title     = {Learning high-order MRF priors of color images},
  booktitle = {International Conference on Machine Learning},
  year      = {2006}
}

JOURNALS:

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

@article{McARamCae12,
  author = {J. J. McAuley and A. Ramisa and T. S. Caetano},
  title = {Optimization of robust loss functions for weakly-labeled image taxonomies},
  journal = {International Journal of Computer Vision},
  year = {2011}
}

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

@article{McACae11,
  author = {J. J. McAuley and T. S. 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 = {T. S. Caetano and J. J. McAuley},
  title = {Faster graphical models for point-pattern matching},
  journal = {Spatial Vision},
  year = {2009}
}

@article{CaeMcACheLeSmo08,
  author = {T. S. Caetano and J. J. McAuley and L. Cheng and Q. V. Le and A. J. 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 = {J. J. McAuley and T. S. Caetano and M. S. 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 = {J. J. McAuley and T. S. Caetano and L. da F. Costa},
  title = {Rich-club phenomenon across complex network hierarchies},
  journal = {Applied Physics Letters},
  year = {2007},
  volume = {91}
}

BOOK CHAPTERS:

@inbook{McACaeBun10,
  author = {J. J. McAuley and T. S. Caetano and W. Buntine},
  editor = {C. Sammut and G. Webb},
  title = {Graphical models},
  chapter = {In Press},
  booktitle = {Encyclopedia of Machine Learning},
  publisher = {Springer},
  year = {2010}
}

WORKSHOPS:

@inproceedings{McALes12c,
  author = {J. J. McAuley and J. Leskovec},
  title = {Learning to discover social circles in ego networks},
  booktitle = {{NIPS} Workshop on social network and social media analysis},
  year = {2012}
}

@inproceedings{McACae10c,
  author = {J. J. McAuley and T. S. Caetano},
  title = {Exact inference in graphical models: is there more to it?},
  booktitle = {{NIPS} Workshop on learning with orderings},
  year = {2010}
}

@inproceedings{McACae09,
  author = {J. J. McAuley and T. S. Caetano},
  title = {Exact inference in graphical models: is there more to it?},
  booktitle = {Learning and intelligent optimization},
  year = {2010}
}

@inproceedings{McACae09b,
  author = {J. J. McAuley and T. S. Caetano},
  title = {Exploiting within-clique factorizations in junction-tree algorithms},
  booktitle = {{NIPS} Workshop on discrete optimization in machine learning},
  year = {2009}
}

@inproceedings{CaePetMcA08,
  author = {T. S. Caetano and J. Petterson and J. J. McAuley},
  title = {Consistent structured estimation for weighted bipartite matching},
  booktitle = {{NIPS} Workshop on algebraic and combinatorial methods in machine learning},
  year = {2008}
}

PATENTS:

@misc{McACamCsuPer09b,
  author = {J. J. McAuley and Teofilo de Campos and Gabriela Csurka and Florent Perronnin},
  howpublished = {Patent Pending},
  title = {Consistent hierarchical labeling of image and image regions},
  year = {2009}
}

@misc{McACam09,
  author = {J. J. McAuley and Teofilo de Campos},
  howpublished = {Patent Pending},
  title = {Unified graph matching in Euclidean spaces and applications to image comparison and retrieval},
  year = {2009}
}

TECH REPORTS:

@techreport{pinview63,
  author = {Martin Antenreiter and Peter Auer and Gabriela Csurka and Teofilo E. de Campos and Zakria Hussain and Jorma Laaksonen and Julian McAuley and Ronald Ortner and Kitsuchart Pasupa and Florent Perronnin and Craig Saunders and John Shawe-Taylor and Ville Viitaniemi},
  title = {Description and evaluation of techniques for transfer learning across sub-categories},
  institution = {Xerox Research Centre Europe},
  year = {2009}
}

@article{DBLP:journals/corr/abs-0910-3301,
  author    = {Julian John McAuley and Tib{\'e}rio S. Caetano},
  title     = {Exact Inference in Graphical Models: is There More to it?},
  journal   = {CoRR},
  volume    = {abs/0910.3301},
  year      = {2009},
  ee        = {http://arxiv.org/abs/0910.3301},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@article{DBLP:journals/corr/abs-0912-0975,
  author    = {Julian John McAuley and Tib{\'e}rio S. Caetano},
  title     = {An expected-case sub-cubic solution to the all-pairs shortest path problem in R},
  journal   = {CoRR},
  volume    = {abs/0912.0975},
  year      = {2009},
  ee        = {http://arxiv.org/abs/0912.0975},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@article{DBLP:journals/corr/abs-0710-0243,
  author    = {Julian John McAuley and Tib{\'e}rio S. Caetano},
  title     = {High-Order Nonparametric Belief-Propagation for Fast Image Inpainting},
  journal   = {CoRR},
  volume    = {abs/0710.0243},
  year      = {2007},
  ee        = {http://arxiv.org/abs/0710.0243},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}