@inproceedings{xia25selection,
  title = "From selection to generation: A survey of LLM-based active learning",
  author = "Yu Xia and Subhojyoti Mukherjee and Zhouhang Xie and Junda Wu and Xintong Li and Ryan Aponte and Hanjia Lyu and Joe Barrow and Hongjie Chen and Franck Dernoncourt and Branislav Kveton and Tong Yu and Ruiyi Zhang and Jiuxiang Gu and Nesreen Ahmed and Yu Wang and Xiang Chen and Hanieh Deilamsalehy and Sungchul Kim and Zhengmian Hu and Yue Zhao and Nedim Lipka and Seunghyun Yoon and Ting-Hao Kenneth Huang and Zichao Wang and Puneet Mathur and Soumyabrata Pal and Koyel Mukherjee and Zhehao Zhang and Namyong Park and Thien Huu Nguyen and Jiebo Luo and Ryan Rossi and Julian McAuley",
  year = "2025",
  booktitle = "ACL"
}

@inproceedings{kim25lost,
  title = "Lost in Sequence: Do Large Language Models understand sequential recommendation?",
  author = "Sein Kim and HongSeok Kang and Kibum Kim and Jiwan Kim and Donghyun Kim and Min-Chul Yang and Kwangjin Oh and Julian McAuley and Chanyoung Park",
  year = "2025",
  booktitle = "KDD"
}

@inproceedings{yue25preference,
  title = "Preference-optimized retrieval and ranking for efficient multimodal recommendation",
  author = "Zhenrui Yue and Huimin Zeng and Yueqi Wang and Julian McAuley and Dong Wang",
  year = "2025",
  booktitle = "KDD"
}

@inproceedings{deldjoo25holistic,
  title = "Toward holistic evaluation of recommender systems powered by generative models",
  author = "Yashar Deldjoo and Nikhil Mehta and Maheswaran Sathiamoorthy and Shuai Zhang and Pablo Castells and Julian McAuley",
  year = "2025",
  booktitle = "SIGIR"
}

@inproceedings{chen25symbolic,
  title = "Symbolic representation for any-to-any generative tasks",
  author = "Jiaqi Chen and Xiaoye Zhu and Yue Wang and Tianyang Liu and Xinhui Chen and Ying Chen and Chak Tou Leong and Yifei Ke and Joseph Liu and Yiwen Yuan and Julian McAuley and Li-jia Li",
  year = "2025",
  booktitle = "CVPR"
}

@inproceedings{yu25updatable,
  title = "Self-updatable Large Language Models with parameter integration",
  author = "Yu Wang and Xinshuang Liu and Xiusi Chen and Sean O'Brien and Junda Wu and Julian McAuley",
  year = "2025",
  booktitle = "ICLR"
}

@inproceedings{yu25large,
  title = "Large scale knowledge washing",
  author = "Yu Wang and Ruihan Wu and Zexue He and Xiusi Chen and Julian McAuley",
  year = "2025",
  booktitle = "ICLR"
}

@inproceedings{xu25teasergen,
  title = "TeaserGen: Generating teasers for long documentaries",
  author = "Weihan Xu and Paul Pu Liang and Haven Kim and Julian McAuley and Taylor Berg-Kirkpatrick and Hao-Wen Dong",
  year = "2025",
  booktitle = "ICLR"
}

@inproceedings{yoshida25mastering,
  title = "Mastering Task Arithmetic: tao-Jp as a key indicator for weight disentanglement",
  author = "Kotaro Yoshida and Yuji Naraki and Takafumi Horie and Ryosuke Yamaki and Ryotaro Shimizu and Yuki Saito and Julian McAuley and Hiroki Naganuma",
  year = "2025",
  booktitle = "ICLR"
}

@inproceedings{wu25ocean,
  title = "OCEAN: Offline chain-of-thought evaluation and alignment in Large Language Models",
  author = "Junda Wu and Xintong Li and Ruoyu Wang and Yu Xia and Yuxin Xiong and Jianing Wang and Tong Yu and Xiang Chen and Branislav Kveton and Lina Yao and Jingbo Shang and Julian McAuley",
  year = "2025",
  booktitle = "ICLR"
}

@inproceedings{fu25unlocking,
  title = "Unlocking decoding-time controllability: Gradient-free multi-objective alignment with contrastive prompts",
  author = "Tingchen Fu and Yupeng Hou and Julian McAuley and Rui Yan",
  year = "2025",
  booktitle = "NAACL"
}

@inproceedings{liu25survey,
  title = "Large Language Models and causal inference in collaboration: A comprehensive survey",
  author = "Xiaoyu Liu and Paiheng Xu and Junda Wu and Jiaxin Yuan and Yifan Yang and Yuhang Zhou and Fuxiao Liu and Tianrui Guan and Haoliang Wang and Tong Yu and Julian McAuley and Wei Ai and Furong Huang",
  year = "2025",
  booktitle = "NAACL"
}

@inproceedings{xia25beyond,
  title = "Beyond Chain-of-Thought: A survey of Chain-of-X paradigms for LLMs",
  author = "Yu Xia and Rui Wang and Xu Liu and Mingyan Li and Tong Yu and Xiang Chen and Julian McAuley and Shuai Li",
  year = "2025",
  booktitle = "COLING"
}

@inproceedings{huang25adaptive,
  title = "Embedding-informed adaptive retrieval-augmented generation of Large Language Models",
  author = "Chengkai Huang and Yu Xia and Rui Wang and Kaige Xie and Tong Yu and Julian McAuley and Lina Yao",
  year = "2025",
  booktitle = "COLING"
}

@inproceedings{shimizu25disentangling,
  title = "Disentangling likes and dislikes in personalized generative explainable recommendation",
  author = "Ryotaro Shimizu and Takashi Wada and Yu Wang and Johannes Kruse and Sean O'Brien and Sai Htaung Kham and Linxin Song and Yuya Yoshikawa and Yuki Saito and Fugee Tsung and Masayuki Goto and Julian McAuley",
  year = "2025",
  booktitle = "WWW"
}

@inproceedings{rabiah25bridging,
  title = "Bridging conversational and collaborative signals for conversational recommendation",
  author = "Ahmad Bin Rabiah and Nafis Sadeq and Julian McAuley",
  year = "2025",
  booktitle = "WWW"
}

@inproceedings{balazy25deeper,
  title = "A deeper look into the limitations of early-exit architectures for single and multi-label classification",
  author = "Klaudia Bałazy and Canwen Xu and Julian McAuley and Jacek Tabor",
  year = "2025",
  booktitle = "ICCS"
}

@inproceedings{long25pdmx,
  title = "PDMX: A large-scale public domain MusicXML dataset for symbolic music processing",
  author = "Phillip Long and Zachary Novack and Taylor Berg-Kirkpatrick and Julian McAuley",
  year = "2025",
  booktitle = "ICASSP"
}

@inproceedings{wu25enhancing,
  title = "Enhancing fine-grained and temporally-aware music understanding with music information retrieval",
  author = "Junda Wu and Zachary Novack and Amit Namburi and Hao-Wen Dong and Carol Chen and Zhouhang Xie and Jiaheng Dai and Julian McAuley",
  year = "2025",
  booktitle = "ICASSP"
}

@inproceedings{wu25contrastive,
  title = "Contrastive long-form language-audio pretraining with musical temporal structure augmentation",
  author = "Junda Wu and Warren Li and Zachary Novack and Amit Namburi and Carol Chen and Julian McAuley",
  year = "2025",
  booktitle = "ICASSP"
}

@inproceedings{wang25causal,
  title = "Your causal self-attentive recommender hosts a lonely neighborhood",
  author = "Yueqi Wang and Zhankui He and Zhenrui Yue and Julian McAuley and Dong Wang",
  year = "2025",
  booktitle = "WSDM"
}

@article{wang25lifespan,
  title = "Towards LifeSpan cognitive systems",
  author = "Yu Wang and Chi Han and Tongtong Wu and Xiaoxin He and Wangchunshu Zhou and Nafis Sadeq and Xiusi Chen and Zexue He and Wei Wang and Gholamreza Haffari and Heng Ji and Julian McAuley",
  year = "2025",
  journal = "TMLR"
}

@inproceedings{sharma24contrastive,
  title = "Contrastive classification via linear layer extrapolation",
  author = "Mayukh Sharma and Sean O'Brien and Julian McAuley",
  year = "2024",
  booktitle = "EMNLP"
}

@inproceedings{wang24matryoshka,
  title = "Train once, deploy anywhere: Matryoshka representation learning for multimodal recommendation",
  author = "Yueqi Wang and Zhenrui Yue and Huimin Zeng and Dong Wang and Julian McAuley",
  year = "2024",
  booktitle = "Findings of EMNLP"
}

@inproceedings{echterhoff24cognitive,
  title = "Cognitive bias in decision-making with LLMs",
  author = "Jessica Echterhoff and Yao Liu and Abeer Alessa and Julian McAuley and Zexue He",
  year = "2024",
  booktitle = "Findings of EMNLP"
}

@inproceedings{liu24generative,
  title = "Multi-behavior generative recommendation",
  author = "Zihan Liu and Yupeng Hou and Julian McAuley",
  year = "2024",
  booktitle = "CIKM"
}

@inproceedings{jeon24calibration,
  title = "Calibration-disentangled learning and relevance-prioritized reranking for calibrated sequential recommendation",
  author = "Hyunsik Jeon and Se-eun Yoon and Julian McAuley",
  year = "2024",
  booktitle = "CIKM"
}

@inproceedings{deldjoo24review,
  title = "A review of modern recommender systems using generative models",
  author = "Yashar Deldjoo and Zhankui He and Julian McAuley and Anton Korikov and Scott Sanner and Arnau Ramisa and René Vidal and Maheswaran Sathiamoorthy and Atoosa Kasirzadeh and Silvia Milano",
  year = "2024",
  booktitle = "KDD"
}

@inproceedings{wang24instruct,
  title = "InstructGraph: Boosting large language models via graph-centric instruction tuning and preference alignment",
  author = "Jianing Wang and Junda Wu and Yupeng Hou and Yao Liu and Ming Gao and Julian McAuley",
  year = "2024",
  booktitle = "Findings of ACL"
}

@inproceedings{wang24memoryllm,
  title = "MEMORYLLM: Toward self-updating large language models",
  author = "Yu Wang and Yifan Gao and Xiusi Chen and Haoming Jiang and Shiyang Li and Jingfeng Yang and Qingyu Yin and Zheng Li and Xian Li and Bing Yin and Jingbo Shang and Julian McAuley",
  year = "2024",
  booktitle = "ICML"
}

@inproceedings{liu24generating,
  title = "Generating, reconstructing, and representing discrete and continuous data: generalized diffusion with learnable encoding-decoding",
  author = "Guangyi Liu and Yu Wang and Zeyu Feng and Qiyu Wu and Liping Tang and Yuan Gao and Zhen Li and Shuguang Cui and Julian McAuley and Eric Xing and Zichao Yang and Zhiting Hu",
  year = "2024",
  booktitle = "ICML"
}

@inproceedings{zeng24fair,
  title = "Fair sequential recommendation without user demographics",
  author = "Huimin Zeng and Zhankui He and Zhenrui Yue and Julian McAuley and Dong Wang",
  year = "2024",
  booktitle = "SIGIR"
}

@inproceedings{echterhoff24user,
  title = "Avoiding decision fatigue with AI-assisted decision-making",
  author = "Jessica Echterhoff and Aditya Melkote and Sujen Kancherla and Julian McAuley",
  year = "2024",
  booktitle = "UMAP"
}

@inproceedings{yoon24evaluating,
  title = "Evaluating large language models as generative user simulators for conversational recommendation",
  author = "Se-eun Yoon and Zhankui He and Jessica Echterhoff and Julian McAuley",
  year = "2024",
  booktitle = "NAACL"
}

@inproceedings{karypis24extending,
  title = "Extending input contexts of language models through training on segmented sequences",
  author = "Petros Karypis and Julian McAuley and George Karypis",
  year = "2024",
  booktitle = "Findings of NAACL"
}

@inproceedings{zhang24agentcf,
  title = "AgentCF: Collaborative learning with autonomous language agents for recommender systems",
  author = "Junjie Zhang and Yupeng Hou and Ruobing Xie and Wenqi Sun and Julian McAuley and Wayne Xin Zhao and Leyu Lin and Ji-Rong Wen",
  year = "2024",
  booktitle = "WWW"
}

@inproceedings{jin24inforank,
  title = "InfoRank: Unbiased learning-to-rank via conditional mutual information minimization",
  author = "Jiarui Jin and Zexue He and Mengyue Yang and Weinan Zhang and Yong Yu and Jun Wang and Julian McAuley",
  year = "2024",
  booktitle = "WWW"
}

@inproceedings{liu24repobench,
  title = "RepoBench: Benchmarking repository-level code auto-completion systems",
  author = "Tianyang Liu and Canwen Xu and Julian McAuley",
  year = "2024",
  booktitle = "ICLR"
}

@inproceedings{hou24large,
  title = "Large language models are zero-shot rankers for recommender systems",
  author = "Yupeng Hou and Junjie Zhang and Zihan Lin and Hongyu Lu and Ruobing Xie and Julian McAuley and Wayne Xin Zhao",
  year = "2024",
  booktitle = "ECIR"
}

@inproceedings{wang24deciphering,
  title = "Deciphering compatibility relationships with textual descriptions via extraction and explanation",
  author = "Yu Wang and Zexue He and Zhankui He and Hao Xu and Julian McAuley",
  year = "2024",
  booktitle = "AAAI"
}

@inproceedings{zhang24recwizard,
  title = "RecWizard: A toolkit for conversational recommendation with modular, portable models and an interactive user interface",
  author = "Zeyuan Zhang and Tanmay Laud and Zihang He and Xiaojie Chen and Xinshuang Liu and Zhouhang Xie and Julian McAuley and Zhankui He",
  year = "2024",
  booktitle = "AAAI"
}

@inproceedings{yue24linear,
  title = "Linear recurrent units for sequential recommendation",
  author = "Zhenrui Yue and Yueqi Wang and Zhankui He and Huimin Zeng and Julian McAuley and Dong Wang",
  year = "2024",
  booktitle = "WSDM"
}

@inproceedings{yue24transferable,
  title = "Transferable sequential recommendation via vector quantized meta learning",
  author = "Zhenrui Yue and Huimin Zeng and Yang Zhang and Julian McAuley and Dong Wang",
  year = "2024",
  booktitle = "IEEE BigData"
}

@article{li24bot,
  title = "Self-supervised bot play for transcript-free conversational critiquing with rationales",
  author = "Shuyang Li and Bodhisattwa Prasad Majumder and Julian McAuley",
  year = "2024",
  journal = "ACM Transactions on Recommender Systems"
}

@article{chen24opportunities,
  title = "On the opportunities and challenges of offline reinforcement learning for recommender systems",
  author = "Xiaocong Chen and Siyu Wang and Julian McAuley and Dietmar Jannach and Lina Yao",
  year = "2024",
  journal = "ACM Transactions on Information Systems"
}

@article{neekhara24facesigns,
  title = "FaceSigns: Semi-fragile watermarks for media authentication",
  author = "Paarth Neekhara and Shehzeen Hussain and Xinqiao Zhang and Farinaz Koushanfar and Julian McAuley",
  year = "2024",
  journal = "IEEE Transactions on Multimedia Computing Communications and Applications"
}

@article{oh24stabilizing,
  title = "Stabilizing recommendations by rank-preserving fine-tuning",
  author = "Sejoon Oh and Berk Ustun and Julian McAuley and Srijan Kumar",
  year = "2024",
  journal = "ACM Transactions on Knowledge Discovery from Data"
}

@article{chen24survey,
  title = "A survey on large language models for critical societal domains: Finance, Healthcare, and Law",
  author = "Zhiyu Chen and Jing Ma and Xinlu Zhang and Nan Hao and An Yan and Armineh Nourbakhsh and Xianjun Yang and Julian McAuley and Linda Ruth Petzold and William Yang Wang",
  year = "2024",
  journal = "TMLR"
}

@inproceedings{xu23baize,
  title = "Baize: An open-source chat model with parameter-efficient tuning on self-chat data",
  author = "Canwen Xu and Daya Guo and Nan Duan and Julian McAuley",
  year = "2023",
  booktitle = "EMNLP"
}

@inproceedings{tran23spoiler,
  title = "Spoiler detection as semantic text matching",
  author = "Ryan Tran and Canwen Xu and Julian McAuley",
  year = "2023",
  booktitle = "EMNLP"
}

@inproceedings{he23m4,
  title = "M4: A Multi-level, Multi-task, and Multi-domain Medical benchmark for language model evaluation",
  author = "Zexue He and Yu Wang and An Yan and Yao Liu and Eric Y Chang and Amilcare Gentili and Julian McAuley and Chun-Nan Hsu",
  year = "2023",
  booktitle = "EMNLP"
}

@inproceedings{majumder23interfair,
  title = "Debiasing with natural language feedback for fair interpretable predictions",
  author = "Bodhisattwa Prasad Majumder and Zexue He and Julian McAuley",
  year = "2023",
  booktitle = "EMNLP"
}

@inproceedings{delanois23improving,
  title = "Improving robustness of convolutional networks through sleep-like replay",
  author = "Erik Delanois and Maxim Bazhenov and Julian McAuley and Giri Krishnan and Aditya Ahuja and Timothy Tadros",
  year = "2023",
  booktitle = "ICMLA"
}

@inproceedings{yan23learning,
  title = "Learning concise and descriptive attributes for visual recognition",
  author = "An Yan and Yu Wang and Yiwu Zhong and Chengyu Dong and Zexue He and Yujie Lu and William Wang and Jingbo Shang and Julian McAuley",
  year = "2023",
  booktitle = "ICCV"
}

@inproceedings{li23unifying,
  title = "Unifying aspect planning and lexical constraints for generating explanations in recommendation",
  author = "Jiacheng Li and Zhankui He and Jingbo Shang and Julian McAuley",
  year = "2023",
  booktitle = "KDD"
}

@inproceedings{jang23adversarially,
  title = "Adversarially detecting and remedying inconsistencies in natural language explanations",
  author = "Myeongjun Jang and Bodhisattwa Prasad Majumder and Julian McAuley and Thomas Lukasiewicz and Oana-Maria Camburu",
  year = "2023",
  booktitle = "ACL"
}

@inproceedings{novack23chils,
  title = "Zero-shot image classification with hierarchical label sets",
  author = "Zachary Novack and Saurabh Garg and Julian McAuley and Zachary Chase Lipton",
  year = "2023",
  booktitle = "ICML"
}

@inproceedings{yan23showcases,
  title = "Personalized Showcases: Generating multi-modal explanations for recommendations",
  author = "An Yan and Zhankui He and Jiacheng Li and Tianyang Zhang and Julian McAuley",
  year = "2023",
  booktitle = "SIGIR"
}

@inproceedings{dong23multitrack,
  title = "Multitrack music transformer",
  author = "Hao-Wen Dong and Ke Chen and Shlomo Dubnov and Julian McAuley and Taylor Berg-Kirkpatrick",
  year = "2023",
  booktitle = "ICASSP"
}

@inproceedings{hou23vector,
  title = "Learning vector-quantized item representation for transferable sequential recommenders",
  author = "Yupeng Hou and Zhankui He and Julian McAuley and Wayne Xin Zhao",
  year = "2023",
  booktitle = "WWW"
}

@inproceedings{antognini23assistive,
  title = "Assistive recipe editing through critiquing",
  author = "Diego Antognini and Shuyang Li and Boi Faltings and Julian McAuley",
  year = "2023",
  booktitle = "EACL"
}

@inproceedings{xu23surveyDNN,
  title = "A survey on dynamic neural networks for natural language processing",
  author = "Canwen Xu and Julian McAuley",
  year = "2023",
  booktitle = "Findings of EACL"
}

@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{he23disambiguating,
  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"
}

@article{dehingia23violence,
  title = "Violence against women on Twitter in India: testing a taxonomy for online misogyny and measuring its prevalence during COVID-19",
  author = "Nabamallika Dehingia and Julian McAuley and Lotus McDougal and Elizabeth Reed and Jay Silverman and Lianne Urada and Anita Raj",
  year = "2023",
  journal = "PLOS One"
}

@article{li23diversity,
  title = "Diversity-boosted generalization-specialization balancing for zero-shot learning",
  author = "Yun Li and Zhe Liu and Xiaojun Chang and Julian McAuley and Lina Yao",
  year = "2023",
  journal = "IEEE Transactions on Multimedia"
}

@article{dehingia23climate,
  title = "Climate and gender: Association between droughts and intimate partner violence in India",
  author = "Nabamallika Dehingia and Lotus McDougal and Jay Silverman and Elizabeth Reed and Lianne Urada and Julian McAuley and Abhishek Singh and Anita Raj",
  year = "2023",
  journal = "American Journal of Epidemiology"
}

@article{deldjoo23review,
  title = "A review of modern fashion recommender systems",
  author = "Yashar Deldjoo and Fatemeh Nazary and Arnau Ramisa and Julian McAuley and Giovanni Pellegrini and Alejandro Bellogin and Tommaso Di Noia",
  year = "2023",
  journal = "ACM Computing Surveys"
}

@article{chen23reinforcement,
  title = "Deep reinforcement learning in recommender systems: A survey and new perspectives",
  author = "Xiaocong Chen and Lina Yao and Julian McAuley and Guanglin Zhou and Xianzhi Wang",
  year = "2023",
  journal = "Knowledge-Based Systems"
}

@article{chen23reinforcement,
  title = "How large language models can augment perioperative medicine",
  author = "Rodney Gabriel and Edward Mariano and Julian McAuley and Christopher Wu",
  year = "2023",
  journal = "Regional Anesthesia and Pain Medicine"
}

@article{lu23robust,
  title = "Robust multi-view fracture detection in the presence of other abnormalities using HAMIL-Net",
  author = "Xing Lu and Eric Chang and Jiang Du and An Yan and Julian McAuley and Amilcare Gentili and Chun-Nan Hsu",
  year = "2023",
  journal = "Military Medicine"
}

@article{sachdeva23data,
  title = "Data distillation: A survey",
  author = "Noveen Sachdeva and Julian McAuley",
  year = "2023",
  journal = "TMLR"
}

@article{wang23plug,
  title = "Plug-and-play model-agnostic counterfactual policy synthesis for deep reinforcement learning based recommendation",
  author = "Siyu Wang and Xiaocong Chen and Julian McAuley and Sally Cripps and Lina Yao",
  year = "2023",
  journal = "IEEE Transactions on Neural Networks and Learning Systems"
}

@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{he16fashionista,
  title = "Fashionista: A fashion-aware graphical system for exploring visually similar items",
  author = "Ruining He and Chunbin Lin 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"
}