@inproceedings{xu23survey,
  title = "A survey on model compression and acceleration for pretrained language models",
  author = "Canwen Xu and Julian McAuley",
  year = "2023",
  booktitle = "AAAI"
}

@inproceedings{xie23factual,
  title = "Factual and informative review generation for explainable recommendation",
  author = "Zhouhang Xie and Sameer Singh and Julian McAuley and Bodhisattwa Majumder",
  year = "2023",
  booktitle = "AAAI"
}

@inproceedings{xie23factual,
  title = "Disambiguating medical reports via contrastive knowledge infusion",
  author = "Zexue He and An Yan and Amilcare Gentili and Julian McAuley and Chun-Nan Hsu",
  year = "2023",
  booktitle = "AAAI"
}

@inproceedings{li23exploiting,
  title = "Exploiting explicit and implicit item relationships for session-based recommendation",
  author = "Zihao Li and Xianzhi Wang and Chao Yang and Lina Yao and Julian McAuley and Guandong Xu",
  year = "2023",
  booktitle = "WSDM"
}

@inproceedings{li22share,
  title = "SHARE: A system for hierarchical assistive recipe editing",
  author = "Shuyang Li and Yufei Li and Jianmo Ni and Julian McAuley",
  year = "2022",
  booktitle = "EMNLP"
}

@inproceedings{zhou22efficiently,
  title = "Efficiently tuned parameters are task embeddings",
  author = "Wangchunshu Zhou and Canwen Xu and Julian McAuley",
  year = "2022",
  booktitle = "EMNLP"
}

@inproceedings{sadeq22informask,
  title = "InforMask: Unsupervised informative masking for language model pretraining",
  author = "Nafis Sadeq and Canwen Xu and Julian McAuley",
  year = "2022",
  booktitle = "EMNLP"
}

@inproceedings{he22controlling,
  title = "Controlling bias exposure for fair interpretable predictions",
  author = "Zexue He and Yu Wang and Bodhisattwa Prasad Majumdera and Julian McAuley",
  year = "2022",
  booktitle = "Findings of EMNLP"
}

@inproceedings{oh22rank,
  title = "Rank list sensitivity of recommender systems to interaction perturbations",
  author = "Sejoon Oh and Berk Ustun and Julian McAuley and Srijan Kumar",
  year = "2022",
  booktitle = "CIKM"
}

@inproceedings{li22spot,
  title = "Knowledge-enhanced language representations for information extraction",
  author = "Jiacheng Li and Yannis Katsis and Tyler Baldwin and Ho-Cheol Kim and Andrew Bartko and Julian McAuley and Chun-Nan Hsu",
  year = "2022",
  booktitle = "CIKM"
}

@inproceedings{chen22improving,
  title = "Improving choral music separation through expressive synthesized data from sampled instruments",
  author = "Ke Chen and Hao-Wen Dong and Yi Luo and Julian McAuley and Taylor Berg-Kirkpatrick and Miller Puckette and Shlomo Dubnov",
  year = "2022",
  booktitle = "ISMIR"
}

@inproceedings{li22bot,
  title = "Self-supervised bot play for transcript-free conversational recommendation with rationales",
  author = "Shuyang Li and Bodhisattwa Prasad Majumder and Julian McAuley",
  year = "2022",
  booktitle = "RecSys"
}

@inproceedings{majumder22knowledge,
  title = "Knowledge-grounded self-rationalization via extractive and natural language explanations",
  author = "Bodhisattwa Prasad Majumder and Oana Camburu and Thomas Lukasiewicz and Julian McAuley",
  year = "2022",
  booktitle = "ICML"
}

@inproceedings{wang22automatic,
  title = "Automatic multi-label prompting: Simple and interpretable few-shot classification",
  author = "Han Wang and Canwen Xu and Julian McAuley",
  year = "2022",
  booktitle = "NAACL"
}

@inproceedings{chen22locality,
  title = "Locality-sensitive state-guided experience replay optimization for sparse rewards in online recommendation",
  author = "Xiaocong Chen and Lina Yao and Julian McAuley and Weili Guan and Xiaojun Chang and Xianzhi Wang",
  year = "2022",
  booktitle = "SIGIR"
}

@inproceedings{wang22skipbert,
  title = "SkipBERT: Efficient inference with shallow layer skipping",
  author = "Jue Wang and Ke Chen and Gang Chen and Lidan Shou and Julian McAuley",
  year = "2022",
  booktitle = "ACL"
}

@inproceedings{zhou22bert,
  title = "BERT Learns to Teach: Knowledge distillation with meta learning",
  author = "Wangchunshu Zhou and Canwen Xu and Julian McAuley",
  year = "2022",
  booktitle = "ACL"
}

@inproceedings{li22unsupervised,
  title = "UCTopic: Unsupervised contrastive learning for phrase representations and topic mining",
  author = "Jiacheng Li and Jingbo Shang and Julian McAuley",
  year = "2022",
  booktitle = "ACL"
}

@inproceedings{majumder22achieving,
  title = "Achieving conversational goals with unsupervised post-hoc knowledge injection",
  author = "Bodhisattwa Prasad Majumder and Harsh Jhamtani and Taylor Berg-Kirkpatrick and Julian McAuley",
  year = "2022",
  booktitle = "ACL"
}

@inproceedings{xu22laprador,
  title = "LaPraDoR: Unsupervised pretrained dense retriever for zero-shot text retrieval",
  author = "Canwen Xu and Daya Guo and Nan Duan and Julian McAuley",
  year = "2022",
  booktitle = "Findings of ACL"
}

@inproceedings{echterhoff22moderated,
  title = "AI-Moderated Decision Making: Capturing and balancing anchoring bias in sequential decision tasks",
  author = "Jessica Echterhoff and Matin Yarmand and Julian McAuley",
  year = "2022",
  booktitle = "CHI"
}

@inproceedings{xu22leashing,
  title = "Leashing the inner demons: Self-detoxification for language models",
  author = "Canwen Xu and Zexue He and Zhankui He and Julian McAuley",
  year = "2022",
  booktitle = "AAAI"
}

@inproceedings{neekhara22adversarial,
  title = "Cross-modal adversarial reprogramming",
  author = "Paarth Neekhara and Shehzeen Hussain and Jinglong Du and Shlomo Dubnov and Farinaz Koushanfar and Julian McAuley",
  year = "2022",
  booktitle = "WACV"
}

@article{mcdougal22factors,
  title = "Using machine learning to explore factors associated with marital sexual violence in a cross-sectional study from India",
  author = "Lotus McDougal and Nabamallika Dehingia and Nandita Bhan and Abhishek Singh and Julian McAuley and Anita Raj",
  year = "2022",
  journal = "BMJ Open"
}

@article{dehingia22help,
  title = "Help-seeking behavior by women experiencing intimate partner violence in india: A machine learning approach to identifying risk factors",
  author = "Nabamallika Dehingia and Arnab K Dey and Lotus McDougal and Julian McAuley and Abhishek Singh and Anita Raj",
  year = "2022",
  journal = "PLOS One"
}

@article{dey22iud,
  title = "Using machine learning to understand determinants of IUD use in India: Analyses of the National Family Health Surveys",
  author = "Arnab K Dey and Nabamallika Dehingia and Nandita Bhan and Edwin Elizabeth Thomas and Lotus McDougal and Sarah Averbach and Julian McAuley and Abhishek Singh and Anita Raj",
  year = "2022",
  journal = "Population Health"
}

@article{li22entropy,
  title = "An entropy-guided reinforced partial convolutional network for zero-shot learning",
  author = "Yun Li and Zhe Liu and Lina Yao and Xianzhi Wang and Julian McAuley and Xiaojun Chang",
  year = "2022",
  journal = "IEEE Transactions on Circuits and Systems for Video Technology"
}

@article{liu22spiral,
  title = "Rethink, Revisit, Revise: A spiral reinforced self-revised network for zero-shot learning",
  author = "Zhe Liu and Yun Li and Lina Yao and Julian McAuley and Sam Dixon",
  year = "2022",
  journal = "IEEE Transactions on Neural Networks and Learning Systems"
}

@article{yan22radbert,
  title = "RadBERT: Adapting transformer-based language models to radiology",
  author = "An Yan and Julian McAuley and Xing Lu and Jiang Du and Eric Chang and Amilcare Gentili and Chun-Nan Hsu",
  year = "2022",
  journal = "Radiology Artificial Intelligence"
}

@article{yu22global,
  title = "Global sub-mesoscale ocean variability from multi-year altimetry",
  author = "Yao Yu and Sarah Gille and David Sandwell and Julian McAuley",
  year = "2022",
  journal = "Artificial Intelligence for the Earth Systems"
}

@inproceedings{neekhara21expressive,
  title = "Expressive neural voice cloning",
  author = "Paarth Neekhara and Shehzeen Hussain and Shlomo Dubnov and Farinaz Koushanfar and Julian McAuley",
  year = "2021",
  booktitle = "ACML"
}

@inproceedings{he21detect,
  title = "Detect and perturb: Neutral rewriting of biased and sensitive text via gradient-based decoding",
  author = "Zexue He and Bodhisattwa Prasad Majumder and Julian McAuley",
  year = "2021",
  booktitle = "Findings of EMNLP"
}

@inproceedings{yan21weakly,
  title = "Weakly supervised contrastive learning for chest x-ray report generation",
  author = "An Yan and Zexue He and Xing Lu and Jiang Du and Eric Chang and Amilcare Gentili and Julian McAuley and Chun-Nan Hsu",
  year = "2021",
  booktitle = "Findings of EMNLP"
}

@inproceedings{dong21towards,
  title = "Towards automatic instrumentation by learning to separate parts in symbolic multitrack music",
  author = "Hao-Wen Dong and Chris Donahue and Taylor Berg-Kirkpatrick and Julian McAuley",
  year = "2021",
  booktitle = "ISMIR"
}

@inproceedings{edirisooriya21empirical,
  title = "An empirical evaluation of end-to-end polyphonic optical music recognition",
  author = "Sachinda Edirisooriya and Hao-Wen Dong and Julian McAuley and Taylor Berg-Kirkpatrick",
  year = "2021",
  booktitle = "ISMIR"
}

@inproceedings{yue21attacks,
  title = "Black-box attacks on sequential recommenders via data-free model extraction",
  author = "Zhenrui Yue and Zhankui He and Huimin Zeng and Julian McAuley",
  year = "2021",
  booktitle = "RecSys"
}

@inproceedings{rappaz21recommendation,
  title = "Recommendation on live-streaming platforms: Dynamic availability and repeat consumption",
  author = "Jérémie Rappaz and Julian McAuley and Karl Aberer",
  year = "2021",
  booktitle = "RecSys"
}

@inproceedings{bachlechner21rezero,
  title = "ReZero is all you need: Fast convergence at large depth",
  author = "Thomas Bachlechner and Bodhisattwa Prasad Majumder and Henry Mao and Garrison Cottrell and Julian McAuley",
  year = "2021",
  booktitle = "UAI"
}

@inproceedings{majumder21unsupervised,
  title = "Unsupervised enrichment of persona-grounded dialog with background stories",
  author = "Bodhisattwa Prasad Majumder and Taylor Berg-Kirkpatrick and Julian McAuley and Harsh Jhamtani",
  year = "2021",
  booktitle = "ACL"
}

@inproceedings{hussain21waveguard,
  title = "WaveGuard: Understanding and mitigating audio adversarial examples",
  author = "Shehzeen Hussain and Paarth Neekhara and Shlomo Dubnov and Julian McAuley and Farinaz Koushanfar",
  year = "2021",
  booktitle = "USENIX Security Symposium"
}

@inproceedings{hussain21adversarial,
  title = "Adversarial Deepfakes: Evaluating vulnerability of deepfake detectors to adversarial examples",
  author = "Shehzeen Hussain and Paarth Neekhara and Malhar Jere and Farinaz Koushanfar and Julian McAuley",
  year = "2021",
  booktitle = "WACV"
}

@article{raj21machine,
  title = "Machine learning analysis of non-marital sexual violence in India",
  author = "Anita Raj and Nabamallika Dehingia and Abhishek Singh and Julian McAuley and Lotus McDougal",
  year = "2021",
  journal = "EClinicalMedicine"
}

@inproceedings{majumder20persona,
  title = "Like hiking? You probably enjoy nature: Persona-grounded dialog with commonsense expansions",
  author = "Bodhisattwa Prasad Majumder and Harsh Jhamtani and Taylor Berg-Kirkpatrick and Julian McAuley",
  year = "2020",
  booktitle = "EMNLP"
}

@inproceedings{majumder20interview,
  title = "Interview: Large-scale modeling of media dialog with discourse patterns and knowledge grounding",
  author = "Bodhisattwa Prasad Majumder and Shuyang Li and Jianmo Ni and Julian McAuley",
  year = "2020",
  booktitle = "EMNLP"
}

@inproceedings{ni20learning,
  title = "Learning visual-semantic embeddings for reporting abnormal findings on chest X-rays",
  author = "Jianmo Ni and Chun-Nan Hsu and Amilcare Gentili and Julian McAuley",
  year = "2020",
  booktitle = "Findings of EMNLP"
}

@inproceedings{mao20speech,
  title = "Speech recognition and multi-speaker diarization of long conversations",
  author = "Henry Mao and Shuyang Li and Julian McAuley and Garrison Cottrell",
  year = "2020",
  booktitle = "Interspeech"
}

@inproceedings{dong20muspy,
  title = "MusPy: A toolkit for symbolic music generation",
  author = "Hao-Wen Dong and Ke Chen and Julian McAuley and Taylor Berg-Kirkpatrick",
  year = "2020",
  booktitle = "ISMIR"
}

@inproceedings{salguero20longitudinal,
  title = "A longitudinal evaluation of a best-practices CS1",
  author = "Adrian Salguero and Julian McAuley and Beth Simon and Leo Porter",
  year = "2020",
  booktitle = "ICER"
}

@inproceedings{sachdeva20useful,
  title = "How useful are reviews for recommendation? A critical review and potential improvements",
  author = "Noveen Sachdeva and Julian McAuley",
  year = "2020",
  booktitle = "SIGIR"
}

@inproceedings{wan20addressing,
  title = "Addressing marketing bias in product recommendations",
  author = "Mengting Wan and Jianmo Ni and Rishabh Misra and Julian McAuley",
  year = "2020",
  booktitle = "WSDM"
}

@inproceedings{li20interval,
  title = "Time-interval aware self-attention for sequential recommendation",
  author = "Jiacheng Li and Yujie Wang and Julian McAuley",
  year = "2020",
  booktitle = "WSDM"
}

@inproceedings{zhang20stacked,
  title = "Stacked mixed-order graph convolutional networks for collaborative filtering",
  author = "Hengrui Zhang and Julian McAuley",
  year = "2020",
  booktitle = "SDM"
}

@article{ingrande20performance,
  title = "The performance of an artificial neural network model in predicting the early distribution kinetics of propofol in morbidly obese and lean subjects",
  author = "Jerry Ingrande and Rodney Gabriel and Julian McAuley and Karolina Krasinska and Allis Chien and Hendrikus Lemmens",
  year = "2020",
  journal = "Anesthesia and Analgesia"
}

@article{raj20application,
  title = "Application of machine learning to understand child marriage in India",
  author = "Anita Raj and Nabamallika Dehingia and Abhishek Singh and Lotus McDougal and Julian McAuley",
  year = "2020",
  journal = "Population Health"
}

@inproceedings{ni19justifying,
  title = "Justifying recommendations using distantly-labeled reviews and fined-grained aspects",
  author = "Jianmo Ni and Jiacheng Li and Julian McAuley",
  year = "2019",
  booktitle = "EMNLP"
}

@inproceedings{ren19scalable,
  title = "Scalable and accurate dialogue state tracking via hierarchical sequence generation",
  author = "Liliang Ren and Jianmo Ni and Julian McAuley",
  year = "2019",
  booktitle = "EMNLP"
}

@inproceedings{majumder19generating,
  title = "Generating personalized recipes from historical user preferences",
  author = "Bodhisattwa Prasad Majumder and Shuyang Li and Jianmo Ni and Julian McAuley",
  year = "2019",
  booktitle = "EMNLP"
}

@inproceedings{mao19improving,
  title = "Improving neural story generation by targeted common sense grounding",
  author = "Henry Mao and Bodhisattwa Prasad Majumder and Julian McAuley and Garrison Cottrell",
  year = "2019",
  booktitle = "EMNLP"
}

@inproceedings{kang19candidate,
  title = "Candidate generation with binary codes for large-scale Top-N recommendation",
  author = "Wang-Cheng Kang and Julian McAuley",
  year = "2019",
  booktitle = "CIKM"
}

@inproceedings{yan19convolutional,
  title = "2D Convolutional neural networks for sequential recommendation",
  author = "An Yan and Shuo Cheng and Wang-Cheng Kang and Mengting Wan and Julian McAuley",
  year = "2019",
  booktitle = "CIKM"
}

@inproceedings{neekhara19expediting,
  title = "Expediting TTS synthesis with adversarial vocoding",
  author = "Paarth Neekhara and Chris Donahue and Miller Puckette and Shlomo Dubnov and Julian McAuley",
  year = "2019",
  booktitle = "Interspeech"
}

@inproceedings{neekhara19universal,
  title = "Universal adversarial perturbations for speech recognition systems",
  author = "Paarth Neekhara and Shehzeen Hussain and Prakhar Pandey and Shlomo Dubnov and Julian McAuley and Farinaz Koushanfar",
  year = "2019",
  booktitle = "Interspeech"
}

@inproceedings{lau19embryo,
  title = "Embryo staging with weakly-supervised region selection and dynamically-decoded predictions",
  author = "Tingfung Lau and Nathan Ng and Julian Gingold and Nina Desai and Julian McAuley and Zachary Lipton",
  year = "2019",
  booktitle = "MLHC"
}

@inproceedings{donahue19improving,
  title = "Improving multi-instrumental music generation with cross-domain pre-training",
  author = "Chris Donahue and Henry Mao and Yiting Li and Garrison Cottrell and Julian McAuley",
  year = "2019",
  booktitle = "ISMIR"
}

@inproceedings{wan19spoiler,
  title = "Fine-grained spoiler detection from large-scale review corpora",
  author = "Mengting Wan and Rishabh Misra and Ndapa Nakashole and Julian McAuley",
  year = "2019",
  booktitle = "ACL"
}

@inproceedings{ni19modeling,
  title = "Modeling heart rate and activity data for personalized fitness recommendation",
  author = "Jianmo Ni and Larry Muhlstein and Julian McAuley",
  year = "2019",
  booktitle = "WWW"
}

@inproceedings{donahue19adversarial,
  title = "Adversarial audio synthesis",
  author = "Chris Donahue and Julian McAuley and Miller Puckette",
  year = "2019",
  booktitle = "ICLR"
}

@inproceedings{lipton19mitigating,
  title = "Does mitigating ML's impact disparity require treatment disparity?",
  author = "Zachary Lipton and Alexandra Chouldechova and Julian McAuley",
  year = "2018",
  booktitle = "NIPS"
}

@inproceedings{kang18attentive,
  title = "Self-attentive sequential recommendation",
  author = "Wang-Cheng Kang and Julian McAuley",
  year = "2018",
  booktitle = "ICDM"
}

@inproceedings{kang18recommendation,
  title = "Recommendation through mixtures of heterogeneous item relationships",
  author = "Wang-Cheng Kang and Mengting Wan and Julian McAuley",
  year = "2018",
  booktitle = "CIKM"
}

@inproceedings{pasricha18translation,
  title = "Translation-based factorization machines for sequential recommendation",
  author = "Rajiv Pasricha and Julian McAuley",
  year = "2018",
  booktitle = "RecSys"
}

@inproceedings{wan18item,
  title = "Item recommendation on monotonic behavior chains",
  author = "Mengting Wan and Julian McAuley",
  year = "2018",
  booktitle = "RecSys"
}

@inproceedings{kang18learning,
  title = "Learning consumer and producer embeddings for user-generated content recommendation",
  author = "Wang-Cheng Kang and Julian McAuley",
  year = "2018",
  booktitle = "RecSys"
}

@inproceedings{misra18decomposing,
  title = "Decomposing fit semantics for product size recommendation in metric spaces",
  author = "Rishabh Misra and Mengting Wan and Julian McAuley",
  year = "2018",
  booktitle = "RecSys"
}

@inproceedings{donahue18nes,
  title = "The NES Music Database: A symbolic music dataset with expressive performance attributes",
  author = "Chris Donahue and Henry Mao and Julian McAuley",
  year = "2018",
  booktitle = "ISMIR"
}

@inproceedings{he18translation,
  title = "Translation-based recommendation: A scalable method for modeling sequential behavior",
  author = "Ruining He and Wang-Cheng Kang and Julian McAuley",
  year = "2018",
  booktitle = "IJCAI Sister Conference (Best Paper Track)"
}

@inproceedings{ni18personalized,
  title = "Personalized review generation by expanding phrases and attending on aspect-aware representations",
  author = "Jianmo Ni and Julian McAuley",
  year = "2018",
  booktitle = "ACL"
}

@inproceedings{donahue18semantically,
  title = "Semantically decomposing the latent spaces of Generative Adversarial Networks",
  author = "Chris Donahue and Zachary Lipton and Akshay Balsubramani and Julian McAuley",
  year = "2018",
  booktitle = "ICLR"
}

@inproceedings{wan18asymmetric,
  title = "One-class recommendation with asymmetric textual feedback",
  author = "Mengting Wan and Julian McAuley",
  year = "2018",
  booktitle = "SDM"
}

@inproceedings{koh18transferrable,
  title = "Transferrable semi-automated semantic metadata normalization using an intermediate representation",
  author = "Jason Koh and Bharathan Balaji and Dhiman Sengupta and Julian McAuley and Rajesh Gupta and Yuvraj Agarwal",
  year = "2018",
  booktitle = "BuildSys"
}

@article{gabriel18identifying,
  title = "Identifying and characterizing highly similar notes in big clinical note datasets",
  author = "Rodney Gabriel and Tsung-Ting Kuo and Julian McAuley and Chun-Nan Hsu",
  year = "2018",
  journal = "Journal of Biomedical Informatics"
}

@inproceedings{ng17predicting,
  title = "Predicting surgery duration with neural heteroscedastic regression",
  author = "Nathan Ng and Rodney Gabriel and Julian McAuley and Charles Elkan and Zachary Lipton",
  year = "2017",
  booktitle = "MLHC"
}

@inproceedings{ni17estimating,
  title = "Estimating reactions and recommending products with generative models of reviews",
  author = "Jianmo Ni and Zachary Lipton and Sharad Vikram and Julian McAuley",
  year = "2017",
  booktitle = "IJCNLP"
}

@inproceedings{he17translation,
  title = "Translation-based recommendation",
  author = "Ruining He and Wang-Cheng Kang and Julian McAuley",
  year = "2017",
  booktitle = "RecSys"
}

@inproceedings{donahue17dance,
  title = "Dance Dance Convolution",
  author = "Chris Donahue and Zachary Lipton and Julian McAuley",
  year = "2017",
  booktitle = "ICML"
}

@inproceedings{cai17spmc,
  title = "SPMC: Socially-aware personalized Markov chains for sparse sequential recommendation",
  author = "Chenwei Cai and Ruining He and Julian McAuley",
  year = "2017",
  booktitle = "IJCAI"
}

@inproceedings{zhang17dynamic,
  title = "Dynamic programming bipartite belief propagation for hyper graph matching",
  author = "Zhen Zhang and Julian McAuley and Yong Li and Wei Wei and Yanning Zhang and Javen Shi",
  year = "2017",
  booktitle = "IJCAI"
}

@inproceedings{zhao17improving,
  title = "Improving recommendation accuracy using networks of substitutable and complementary products",
  author = "Tong Zhao and Julian McAuley and Mengya Li and Irwin King",
  year = "2017",
  booktitle = "International Joint Conference on Neural Networks"
}

@inproceedings{pathak17generating,
  title = "Generating and personalizing bundle recommendations on Steam",
  author = "Apurva Pathak and Kshitiz Gupta and Julian McAuley",
  year = "2017",
  booktitle = "SIGIR"
}

@inproceedings{rappaz17bartering,
  title = "Bartering books to beers: A recommender system for exchange platforms",
  author = "Jérémie Rappaz and Maria-Luiza Vladarean and Julian McAuley and Michele Catasta",
  year = "2017",
  booktitle = "WSDM"
}

@inproceedings{zhang17solving,
  title = "Solving constrained combinatorial optimization problems via MAP inference without high-order penalties",
  author = "Zhen Zhang and Javen Shi and Julian McAuley and Wei Wei and Yanning Zhang and Rui Yao and Anton van den Hengel",
  year = "2017",
  booktitle = "AAAI"
}

@inproceedings{wan16modeling,
  title = "Modeling ambiguity, subjectivity, and diverging viewpoints in opinion question answering systems",
  author = "Mengting Wan and Julian McAuley",
  year = "2016",
  booktitle = "ICDM"
}

@inproceedings{he16learning,
  title = "Learning compatibility across categories for heterogeneous item recommendation",
  author = "Ruining He and Charles Packer and Julian McAuley",
  year = "2016",
  booktitle = "ICDM"
}

@inproceedings{he16fusing,
  title = "Fusing similarity models with Markov chains for sparse sequential recommendation",
  author = "Ruining He and Julian McAuley",
  year = "2016",
  booktitle = "ICDM"
}

@inproceedings{mcauley16addressing,
  title = "Addressing complex and subjective product-related queries with customer reviews",
  author = "Julian McAuley and Alex Yang",
  year = "2016",
  booktitle = "WWW"
}

@inproceedings{he16modeling,
  title = "Ups and downs: Modeling the visual evolution of fashion trends with one-class collaborative filtering",
  author = "Ruining He and Julian McAuley",
  year = "2016",
  booktitle = "WWW"
}

@inproceedings{he16vbpr,
  title = "VBPR: Visual bayesian personalized ranking from implicit feedback",
  author = "Ruining He and Julian McAuley",
  year = "2016",
  booktitle = "AAAI"
}

@inproceedings{zhang16pairwise,
  title = "Pairwise matching through max-weight bipartite belief propagation",
  author = "Zhen Zhang and Javen Shi and Julian McAuley and Wei Wei and Yanning Zhang and Anton van den Hengel",
  year = "2016",
  booktitle = "CVPR"
}

@inproceedings{he16sparse,
  title = "Sparse hierarchical embeddings for visually-aware one-class collaborative filtering",
  author = "Ruining He and Chunbin Lin and Jianguo Wang and Julian McAuley",
  year = "2016",
  booktitle = "IJCAI"
}

@inproceedings{veit15learning,
  title = "Learning visual clothing style with heterogeneous dyadic co-occurrences",
  author = "Andreas Veit and Balazs Kovacs and Sean Bell and Julian McAuley and Kavita Bala and Serge Belongie",
  year = "2015",
  booktitle = "ICCV"
}

@inproceedings{mcauley15image,
  title = "Image-based recommendations on styles and substitutes",
  author = "Julian McAuley and Christopher Targett and Javen Shi and Anton van den Hengel",
  year = "2015",
  booktitle = "SIGIR"
}

@inproceedings{mcauley15inferring,
  title = "Inferring networks of substitutable and complementary products",
  author = "Julian McAuley and Rahul Pandey and Jure Leskovec",
  year = "2015",
  booktitle = "KDD"
}

@inproceedings{lim15recommendation,
  title = "Top-N recommendation with missing implicit feedback",
  author = "Daryl Lim and Julian McAuley and Gert Lanckriet",
  year = "2015",
  booktitle = "RecSys"
}

@inproceedings{zhao15improving,
  title = "Improving latent factor models via personalized feature projection for one-class recommendation",
  author = "Tong Zhao and Julian McAuley and Irwin King",
  year = "2015",
  booktitle = "CIKM"
}

@inproceedings{zhao15leveraging,
  title = "Leveraging social connections to improve personalized ranking for collaborative filtering",
  author = "Tong Zhao and Julian McAuley and Irwin King",
  year = "2014",
  booktitle = "CIKM"
}

@inproceedings{yang14finding,
  title = "Finding progression stages in time-evolving event sequences",
  author = "Jaewon Yang and Julian McAuley and Jure Leskovec and Paea LePendu and Nigam Shah",
  year = "2014",
  booktitle = "WWW"
}

@inproceedings{yang14detecting,
  title = "Detecting cohesive and 2-mode communities in directed and undirected networks",
  author = "Jaewon Yang and Julian McAuley and Jure Leskovec",
  year = "2014",
  booktitle = "WSDM"
}

@article{mcauley14discovering,
  title = "Discovering social circles in ego networks",
  author = "Julian McAuley and Jure Leskovec",
  year = "2014",
  journal = "ACM Transactions on Knowledge Discovery from Data"
}

@inproceedings{mcauley13hidden,
  title = "Hidden factors and hidden topics: Understanding rating dimensions with review text",
  author = "Julian McAuley and Jure Leskovec",
  year = "2013",
  booktitle = "RecSys"
}

@inproceedings{mcauley13amateurs,
  title = "From amateurs to connoisseurs: Modeling the evolution of user expertise through online reviews",
  author = "Julian McAuley and Jure Leskovec",
  year = "2013",
  booktitle = "WWW"
}

@inproceedings{lakkaraju13understanding,
  title = "Understanding the interplay between titles, content, and communities in social media",
  author = "Himabindu Lakkaraju and Julian McAuley and Jure Leskovec",
  year = "2013",
  booktitle = "ICWSM"
}

@inproceedings{yang13community,
  title = "Community detection in networks with node attributes",
  author = "Jaewon Yang and Julian McAuley and Jure Leskovec",
  year = "2013",
  booktitle = "ICDM"
}

@inproceedings{mcauley12learning,
  title = "Learning to discover social circles in ego networks",
  author = "Julian McAuley and Jure Leskovec",
  year = "2012",
  booktitle = "NIPS"
}

@inproceedings{mcauley12attitudes,
  title = "Learning attitudes and attributes from multi-aspect reviews",
  author = "Julian McAuley and Jure Leskovec and Dan Jurafsky",
  year = "2012",
  booktitle = "ICDM"
}

@inproceedings{mcauley12image,
  title = "Image labeling on a network: Using social-network metadata for image classification",
  author = "Julian McAuley and Jure Leskovec",
  year = "2012",
  booktitle = "ECCV"
}

@article{mcauley12optimization,
  title = "Optimization of robust loss functions for weakly-labeled image taxonomies",
  author = "Julian McAuley and Arnau Ramisa and Tiberio Caetano",
  year = "2012",
  journal = "International Journal of Computer Vision"
}

@article{mcauley12fast,
  title = "Fast matching of large point sets under occlusions",
  author = "Julian McAuley and Tiberio Caetano",
  year = "2012",
  journal = "Pattern Recognition"
}

@inproceedings{mcauley11optimization,
  title = "Optimization of robust loss functions for weakly-labeled image taxonomies: An ImageNet case study",
  author = "Julian McAuley and Arnau Ramisa and Tiberio Caetano",
  year = "2011",
  booktitle = "EMMCVPR"
}

@article{mcauley11faster,
  title = "Faster algorithms for max-product message-passing",
  author = "Julian McAuley and Tiberio Caetano",
  year = "2011",
  journal = "Journal of Machine Learning Research"
}

@article{felzenszwalb11fast,
  title = "Fast inference with min-sum matrix product",
  author = "Pedro Felzenszwalb and Julian McAuley",
  year = "2011",
  journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence"
}

@inproceedings{mcauley10exploiting,
  title = "Exploiting data-independence for fast belief-propagation",
  author = "Julian McAuley and Tiberio Caetano",
  year = "2010",
  booktitle = "ICML"
}

@inproceedings{mcauley10unified,
  title = "Unified graph matching in Euclidean spaces",
  author = "Julian McAuley and Teofilo de Campos and Tiberio Caetano",
  year = "2010",
  booktitle = "CVPR"
}

@inproceedings{mcauley10factorizations,
  title = "Exploiting within-clique factorizations in junction-tree algorithms",
  author = "Julian McAuley and Tiberio Caetano",
  year = "2010",
  booktitle = "AISTATS"
}

@inproceedings{petterson09exponential,
  title = "Exponential family graph matching and ranking",
  author = "James Petterson and Tiberio Caetano and Julian McAuley and Jin Yu",
  year = "2009",
  booktitle = "NIPS"
}

@inproceedings{mcauley09hierarchical,
  title = "Hierarchical image-region labeling via structured learning",
  author = "Julian McAuley and Teofilo de Campos and Gabriela Csurka and Florent Perronnin",
  year = "2009",
  booktitle = "BMVC"
}

@inproceedings{chen09shape,
  title = "Shape classification through structured learning of matching measures",
  author = "Longbin Chen and Julian McAuley and Rogerio Feris and Tiberio Caetano and Matthew Turk",
  year = "2009",
  booktitle = "CVPR"
}

@article{caetano09learning,
  title = "Learning graph matching",
  author = "Tiberio Caetano and Julian McAuley and Li Cheng and Quoc Le and Alex Smola",
  year = "2009",
  journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence"
}

@article{caetano09faster,
  title = "Faster graphical models for point-pattern matching",
  author = "Tiberio Caetano and Julian McAuley",
  year = "2009",
  journal = "Spatial Vision"
}

@inproceedings{mcauley08robust,
  title = "Robust near-isometric matching via structured learning of graphical models",
  author = "Julian McAuley and Tiberio Caetano and Alex Smola",
  year = "2008",
  booktitle = "NIPS"
}

@article{mcauley08graph,
  title = "Graph rigidity, cyclic belief propagation and point pattern matching",
  author = "Julian McAuley and Tiberio Caetano and Marconi Barbosa",
  year = "2008",
  journal = "IEEE Transactions on Pattern Analysis and Machine Intelligence"
}

@article{mcauley07rich,
  title = "The rich-club phenomenon across complex network hierarchies",
  author = "Julian McAuley and Tiberio Caetano and Luciano da Fontoura Costa",
  year = "2007",
  journal = "Applied Physics Letters"
}

@inproceedings{mcauley07learning,
  title = "Learning high-order MRF priors of color images",
  author = "Julian McAuley and Tiberio Caetano and Alex Smola and Matthias Franz",
  year = "2007",
  booktitle = "ICML"
}