Skip to content
cs-conference-ranking.org

Julian J. McAuley

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

252

Venues

38

Active years

2006–2026

Best venue rank

A*

Where they publish

Papers

252 indexed papers, newest first.

YearVenueTitleAuthors
2026AAAIInductive Generative Recommendation via Retrieval-based Speculation.Yijie Ding, Jiacheng Li, Julian J. McAuley, Yupeng Hou
2026ACLBridging Language and Items for Retrieval and Recommendation: Benchmarking LLMs as Semantic Encoders.Yupeng Hou, Jiacheng Li, Xiangjun Fu, Zhankui He, An Yan, Xiusi Chen, Julian J. McAuley
2026ACLEvaluating Language Model Pluralism through In-the-wild Crowd Discussions.Gagan Mundada, Rohan Surana, Nandhini Swaminathan, Bodhisattwa Prasad Majumder, Junda Wu, Julian J. McAuley, Zhouhang Xie
2026ACLSceneAlign: Aligning Multimodal Reasoning to Scene Graphs in Complex Visual Scenes.Chuhan Wang, Xintong Li, Jennifer Yuntong Zhang, Junda Wu, Chengkai Huang, Lina Yao, Julian J. McAuley, Jingbo Shang
2026ACLCachePrune: Teaching LLMs What Not to Follow via KV-Cache Editing.Rui Wang, Junda Wu, Yu Xia, Tong Yu, Ruiyi Zhang, Ryan A. Rossi, Subrata Mitra, Lina Yao, Julian J. McAuley
2026EACLWhen Benchmarks Age: Temporal Misalignment through Large Language Model Factuality Evaluation.Xunyi Jiang, Dingyi Chang, Julian J. McAuley, Xin Xu
2026PAKDDHierarchical Graph-Language Models for Sequential Sentence Classification.Phuong Nguyen, Tuan M. V. Le, Julian J. McAuley
2026PAKDDFederated Large Language Models: Current Progress and Future Directions.Yuhang Yao, Jianyi Zhang, Junda Wu, Chengkai Huang, Yu Xia, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan Rossi, Ang Li, Lina Yao, Julian J. McAuley, Yiran Chen, Carlee Joe-Wong
2026WWWMulti-Agent Collaborative Filtering: Orchestrating Users and Items for Agentic Recommendations.Yu Xia, Sungchul Kim, Tong Yu, Ryan A. Rossi, Julian J. McAuley
2026WWWThe 2nd Workshop on Human-Centered Recommender Systems.Kaike Zhang, Jiakai Tang, Du Su, Shuchang Liu, Julian J. McAuley, Lina Yao, Qi Cao, Yue Feng, Fei Sun
2026SIGIRZoRRO: A Zero-Weight Personalized Recommender System for Scalable News Recommendation.Johannes Kruse, Ryotaro Shimizu, Kasper Lindskow, Jon Tofteskov, Michael Riis Andersen, Julian J. McAuley, Jes Frellsen
2026SIGIRCSyMR: Benchmarking Compositional Music Information Retrieval in Symbolic Music Reasoning.Boyang Wang, Yash Vishe, Xin Xu, Zachary Novack, Xunyi Jiang, Julian J. McAuley, Junda Wu
2026WSDMDual Conditional Diffusion for Sequential Recommendation.Hongtao Huang, Chengkai Huang, Tong Yu, Xiaojun Chang, Wen Hu, Julian J. McAuley, Lina Yao
2026WSDMThird Workshop on Generative AI for Recommender Systems and Personalization.Narges Tabari, Aniket Deshmukh, Wang-Cheng Kang, Julian J. McAuley, James Caverlee, Neil Shah, George Karypis
2025ACLDoc-React: Multi-page Heterogeneous Document Question-answering.Junda Wu, Yu Xia, Tong Yu, Xiang Chen, Sai Sree Harsha, Akash V. Maharaj, Ruiyi Zhang, Victor S. Bursztyn, Sungchul Kim, Ryan A. Rossi, Julian J. McAuley, Yunyao Li, Ritwik Sinha
2025ACLFrom Selection to Generation: A Survey of LLM-based Active Learning.Yu Xia, Subhojyoti Mukherjee, Zhouhang Xie, Junda Wu, Xintong Li, Ryan Aponte, Hanjia Lyu, Joe Barrow, Hongjie Chen, Franck Dernoncourt, Branislav Kveton, Tong Yu, Ruiyi Zhang, Jiuxiang Gu, Nesreen K. Ahmed, Yu Wang, Xiang Chen, Hanieh Deilamsalehy, Sungchul Kim, Zhengmian Hu, Yue Zhao, Nedim Lipka, Seunghyun Yoon, Ting-Hao 'Kenneth' Huang, Zichao Wang, Puneet Mathur, Soumyabrata Pal, Koyel Mukherjee, Zhehao Zhang, Namyong Park, Thien Huu Nguyen, Jiebo Luo, Ryan A. Rossi, Julian J. McAuley
2025CIKMTowards Large Generative Recommendation: A Tokenization Perspective.Yupeng Hou, An Zhang, Leheng Sheng, Jiancan Wu, Xiang Wang, Tat-Seng Chua, Julian J. McAuley
2025COLINGEmbedding-Informed Adaptive Retrieval-Augmented Generation of Large Language Models.Chengkai Huang, Yu Xia, Rui Wang, Kaige Xie, Tong Yu, Julian J. McAuley, Lina Yao
2025COLINGBeyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs.Yu Xia, Rui Wang, Xu Liu, Mingyan Li, Tong Yu, Xiang Chen, Julian J. McAuley, Shuai Li
2025CVPRSymbolic Representation for Any-to-Any Generative Tasks.Jiaqi Chen, Xiaoye Zhu, Yue Wang, Tianyang Liu, Xinhui Chen, Ying Chen, Chak Tou Leong, Yifei Ke, Joseph Liu, Yiwen Yuan, Julian J. McAuley, Li-jia Li
2025EMNLPImage Difference Captioning via Adversarial Preference Optimization.Zihan Huang, Junda Wu, Rohan Surana, Tong Yu, David Arbour, Ritwik Sinha, Julian J. McAuley
2025EMNLPCoMMIT: Coordinated Multimodal Instruction Tuning.Xintong Li, Junda Wu, Tong Yu, Rui Wang, Yu Wang, Xiang Chen, Jiuxiang Gu, Lina Yao, Julian J. McAuley, Jingbo Shang
2025EMNLPWildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning.Gagan Mundada, Yash Vishe, Amit Namburi, Xin Xu, Zachary Novack, Julian J. McAuley, Junda Wu
2025EMNLPMitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent.Junda Wu, Yuxin Xiong, Xintong Li, Yu Xia, Ruoyu Wang, Yu Wang, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Jingbo Shang, Julian J. McAuley
2025EMNLPSAND: Boosting LLM Agents with Self-Taught Action Deliberation.Yu Xia, Yiran Shen, Junda Wu, Tong Yu, Sungchul Kim, Ryan A. Rossi, Lina Yao, Julian J. McAuley
2025EMNLPCode to Think, Think to Code: A Survey on Code-Enhanced Reasoning and Reasoning-Driven Code Intelligence in LLMs.Dayu Yang, Tianyang Liu, Daoan Zhang, Antoine Simoulin, Xiaoyi Liu, Yuwei Cao, Zhaopu Teng, Xin Qian, Grey Yang, Jiebo Luo, Julian J. McAuley
2025EMNLPExplainable Chain-of-Thought Reasoning: An Empirical Analysis on State-Aware Reasoning Dynamics.Sheldon Yu, Yuxin Xiong, Junda Wu, Xintong Li, Tong Yu, Xiang Chen, Ritwik Sinha, Jingbo Shang, Julian J. McAuley
2025ICASSPPDMX: A Large-Scale Public Domain MusicXML Dataset for Symbolic Music Processing.Phillip Long, Zachary Novack, Taylor Berg-Kirkpatrick, Julian J. McAuley
2025ICASSPCoLLAP: Contrastive Long-form Language-Audio Pretraining with Musical Temporal Structure Augmentation.Junda Wu, Warren Li, Zachary Novack, Amit Namburi, Carol Chen, Julian J. McAuley
2025ICASSPFUTGA-MIR: Enhancing Fine-grained and Temporally-aware Music Understanding with Music Information Retrieval.Junda Wu, Zachary Novack, Amit Namburi, Hao-Wen Dong, Carol Chen, Jiaheng Dai, Julian J. McAuley
2025ICCSA Deeper Look into the Limitations of Early-Exit Architectures for Single and Multi-label Classification.Klaudia Balazy, Julian J. McAuley, Jacek Tabor
2025ICLRSelf-Updatable Large Language Models by Integrating Context into Model Parameters.Yu Wang, Xinshuang Liu, Xiusi Chen, Sean O'Brien, Junda Wu, Julian J. McAuley
2025ICLRLarge Scale Knowledge Washing.Yu Wang, Ruihan Wu, Zexue He, Xiusi Chen, Julian J. McAuley
2025ICLRPresto! Distilling Steps and Layers for Accelerating Music Generation.Zachary Novack, Ge Zhu, Jonah Casebeer, Julian J. McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan
2025ICLROCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models.Junda Wu, Xintong Li, Ruoyu Wang, Yu Xia, Yuxin Xiong, Jianing Wang, Tong Yu, Xiang Chen, Branislav Kveton, Lina Yao, Jingbo Shang, Julian J. McAuley
2025ICLRTeaserGen: Generating Teasers for Long Documentaries.Weihan Xu, Paul Pu Liang, Haven Kim, Julian J. McAuley, Taylor Berg-Kirkpatrick, Hao-Wen Dong
2025ICLRMastering Task Arithmetic: τJp as a Key Indicator for Weight Disentanglement.Kotaro Yoshida, Yuji Naraki, Takafumi Horie, Ryosuke Yamaki, Ryotaro Shimizu, Yuki Saito, Julian J. McAuley, Hiroki Naganuma
2025ICMLM+: Extending MemoryLLM with Scalable Long-Term Memory.Yu Wang, Dmitry Krotov, Yuanzhe Hu, Yifan Gao, Wangchunshu Zhou, Julian J. McAuley, Dan Gutfreund, Rogrio Feris, Zexue He
2025ICMLActionPiece: Contextually Tokenizing Action Sequences for Generative Recommendation.Yupeng Hou, Jianmo Ni, Zhankui He, Noveen Sachdeva, Wang-Cheng Kang, Ed H. Chi, Julian J. McAuley, Derek Zhiyuan Cheng
2025IJCNLPQuantifying Cognitive Bias Induction in LLM-Generated Content.Abeer Alessa, Param Somane, Akshaya Lakshminarasimhan, Julian Skirzynski, Julian J. McAuley, Jessica Maria Echterhoff
2025IROSWeakly-supervised VLM-guided Partial Contrastive Learning for Visual Language Navigation.Ruoyu Wang, Tong Yu, Junda Wu, Yao Liu, Julian J. McAuley, Lina Yao
2025KDDInternational Workshop on Online and Adaptive Recommender Systems (OARS 2025).Xiquan Cui, Derek Zhiyuan Cheng, Fei Liu, Tao Ye, Julian J. McAuley, Vachik S. Dave, Stephen Guo
2025KDDGenerating Long Semantic IDs in Parallel for Recommendation.Yupeng Hou, Jiacheng Li, Ashley Shin, Jinsung Jeon, Abhishek Santhanam, Wei Shao, Kaveh Hassani, Ning Yao, Julian J. McAuley
2025KDDAdapting Large Vision-Language Models to Visually-Aware Conversational Recommendation.Hyunsik Jeon, Satoshi Koide, Yu Wang, Zhankui He, Julian J. McAuley
2025KDDLost in Sequence: Do Large Language Models Understand Sequential Recommendation?Sein Kim, Hongseok Kang, Kibum Kim, Jiwan Kim, Donghyun Kim, Minchul Yang, Kwangjin Oh, Julian J. McAuley, Chanyoung Park
2025KDDSecond Workshop on Generative AI for Recommender Systems and Personalization.Narges Tabari, Aniket Deshmukh, Wang-Cheng Kang, Julian J. McAuley, James Caverlee, Neil Shah, George Karypis
2025KDDThe 4th Workshop on AI Agent for Information Retrieval: Generating and Ranking.Qingsong Wen, Yongfeng Zhang, Zhiwei Liu, Julian J. McAuley, Hua Wei, Linsey Pang, Wei Liu, Philip S. Yu
2025KDDPreference-Optimized Retrieval and Ranking for Efficient Multimodal Recommendation.Zhenrui Yue, Huimin Zeng, Yueqi Wang, Julian J. McAuley, Dong Wang
2025NAACLUnlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts.Tingchen Fu, Yupeng Hou, Julian J. McAuley, Rui Yan
2025NAACLLarge Language Models and Causal Inference in Collaboration: A Comprehensive Survey.Xiaoyu Liu, Paiheng Xu, Junda Wu, Jiaxin Yuan, Yifan Yang, Yuhang Zhou, Fuxiao Liu, Tianrui Guan, Haoliang Wang, Tong Yu, Julian J. McAuley, Wei Ai, Furong Huang
2025NAACLKnowledge-Aware Query Expansion with Large Language Models for Textual and Relational Retrieval.Yu Xia, Junda Wu, Sungchul Kim, Tong Yu, Ryan A. Rossi, Haoliang Wang, Julian J. McAuley
2025NAACLLatent Factor Models Meets Instructions: Goal-conditioned Latent Factor Discovery without Task Supervision.Zhouhang Xie, Tushar Khot, Bhavana Dalvi Mishra, Harshit Surana, Julian J. McAuley, Peter Clark, Bodhisattwa Prasad Majumder
2025RecSysNormative Alignment of Recommender Systems via Internal Label Shift.Johannes Kruse, Kasper Lindskow, Michael Riis Andersen, Ryotaro Shimizu, Julian J. McAuley, Pierre-Alexandre Mattei, Jes Frellsen
2025RecSysA Tutorial on Agentic LLM for Recommender Systems.Chengkai Huang, Junda Wu, Tong Yu, Julian J. McAuley, Lina Yao
2025RecSysThe Second Workshop on Generative AI for E-commerce.Mansi Ranjit Mane, Djordje Gligorijevic, Dingxian Wang, Topojoy Biswas, Evren Krpeoglu, Marios Savvides, Yongfeng Zhang, Julian J. McAuley
2025RecSysFirst International Workshop on Data Quality-Aware Multimodal Recommendation (DaQuaMRec).Claudio Pomo, Dietmar Jannach, Yubin Kim, Daniele Malitesta, Alberto Carlo Maria Mancino, Julian J. McAuley, Alessandro B. Melchiorre, Shah Nawaz
2025WWWGenerative Recommendation Models: Progress and Directions.Yupeng Hou, An Zhang, Leheng Sheng, Zhengyi Yang, Xiang Wang, Tat-Seng Chua, Julian J. McAuley
2025WWWBridging Conversational and Collaborative Signals for Conversational Recommendation.Ahmad Bin Rabiah, Nafis Sadeq, Julian J. McAuley
2025WWWDisentangling Likes and Dislikes in Personalized Generative Explainable Recommendation.Ryotaro Shimizu, Takashi Wada, Yu Wang, Johannes Kruse, Sean O'Brien, Sai Htaung Kham, Linxin Song, Yuya Yoshikawa, Yuki Saito, Fugee Tsung, Masayuki Goto, Julian J. McAuley
2025WWWThe 3rd Workshop on AI Agent for Information Retrieval: Generating and Ranking.Qingsong Wen, Yongfeng Zhang, Zhiwei Liu, Julian J. McAuley, Hua Wei, Linsey Pang, Wei Liu, Philip S. Yu
2025SIGIRToward Holistic Evaluation of Recommender Systems Powered by Generative Models.Yashar Deldjoo, Nikhil Mehta, Maheswaran Sathiamoorthy, Shuai Zhang, Pablo Castells, Julian J. McAuley
2025SIGIRGENNEXT: The Next Generation of IR and Recommender Systems with Language Agents, Generative Models, and Conversational AI.Yashar Deldjoo, Scott Sanner, Enrico Palumbo, Hugues Bouchard, Shuai Zhang, Pablo Castells, Julian J. McAuley
2025WSDMTutorial on Recommendation with Generative Models (Gen-RecSys).Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, Ren Vidal, Maheswaran Sathiamoorthy, Atoosa Kasirzadeh, Silvia Milano
2025WSDMReindex-Then-Adapt: Improving Large Language Models for Conversational Recommendation.Zhankui He, Zhouhang Xie, Harald Steck, Dawen Liang, Rahul Jha, Nathan Kallus, Julian J. McAuley
2025WSDMYour Causal Self-Attentive Recommender Hosts a Lonely Neighborhood.Yueqi Wang, Zhankui He, Zhenrui Yue, Julian J. McAuley, Dong Wang
2024AAAIDeciphering Compatibility Relationships with Textual Descriptions via Extraction and Explanation.Yu Wang, Zexue He, Zhankui He, Hao Xu, Julian J. McAuley
2024AAAIRecWizard: A Toolkit for Conversational Recommendation with Modular, Portable Models and Interactive User Interface.Zeyuan Zhang, Tanmay Laud, Zihang He, Xiaojie Chen, Xinshuang Liu, Zhouhang Xie, Julian J. McAuley, Zhankui He
2024ACLInstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment.Jianing Wang, Junda Wu, Yupeng Hou, Yao Liu, Ming Gao, Julian J. McAuley
2024ACLDeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention.Junda Wu, Tong Yu, Xiang Chen, Haoliang Wang, Ryan A. Rossi, Sungchul Kim, Anup B. Rao, Julian J. McAuley
2024ACLFew-shot Dialogue Strategy Learning for Motivational Interviewing via Inductive Reasoning.Zhouhang Xie, Bodhisattwa Prasad Majumder, Mengjie Zhao, Yoshinori Maeda, Keiichi Yamada, Hiromi Wakaki, Julian J. McAuley
2024ACLSmall Models are Valuable Plug-ins for Large Language Models.Canwen Xu, Yichong Xu, Shuohang Wang, Yang Liu, Chenguang Zhu, Julian J. McAuley
2024CIKMInternational Workshop on Online and Adaptive Recommender Systems (OARS 2024).Xiquan Cui, Vachik S. Dave, Yi Su, Khalifeh Al Jadda, Srijan Kumar, Julian J. McAuley, Tao Ye, Stephen D. Guo, Chip Huyen
2024CIKMCalibration-Disentangled Learning and Relevance-Prioritized Reranking for Calibrated Sequential Recommendation.Hyunsik Jeon, Se-eun Yoon, Julian J. McAuley
2024CIKMMulti-Behavior Generative Recommendation.Zihan Liu, Yupeng Hou, Julian J. McAuley
2024CIKMForecasting Live Chat Intent from Browsing History.Se-eun Yoon, Ahmad Bin Rabiah, Zaid Alibadi, Surya Kallumadi, Julian J. McAuley
2024ECIRLarge Language Models are Zero-Shot Rankers for Recommender Systems.Yupeng Hou, Junjie Zhang, Zihan Lin, Hongyu Lu, Ruobing Xie, Julian J. McAuley, Wayne Xin Zhao
2024EMNLPCognitive Bias in Decision-Making with LLMs.Jessica Maria Echterhoff, Yao Liu, Abeer Alessa, Julian J. McAuley, Zexue He
2024EMNLPMitigating Hallucination in Fictional Character Role-Play.Nafis Sadeq, Zhouhang Xie, Byungkyu Kang, Prarit Lamba, Xiang Gao, Julian J. McAuley
2024EMNLPLinear Layer Extrapolation for Fine-Grained Emotion Classification.Mayukh Sharma, Sean O'Brien, Julian J. McAuley
2024EMNLPTrain Once, Deploy Anywhere: Matryoshka Representation Learning for Multimodal Recommendation.Yueqi Wang, Zhenrui Yue, Huimin Zeng, Dong Wang, Julian J. McAuley
2024ICLRRepoBench: Benchmarking Repository-Level Code Auto-Completion Systems.Tianyang Liu, Canwen Xu, Julian J. McAuley
2024ICMLUnified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding.Guangyi Liu, Yu Wang, Zeyu Feng, Qiyu Wu, Liping Tang, Yuan Gao, Zhen Li, Shuguang Cui, Julian J. McAuley, Zichao Yang, Eric P. Xing, Zhiting Hu
2024ICMLSelfVC: Voice Conversion With Iterative Refinement using Self Transformations.Paarth Neekhara, Shehzeen Samarah Hussain, Rafael Valle, Boris Ginsburg, Rishabh Ranjan, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley
2024ICMLDITTO: Diffusion Inference-Time T-Optimization for Music Generation.Zachary Novack, Julian J. McAuley, Taylor Berg-Kirkpatrick, Nicholas J. Bryan
2024ICMLMEMORYLLM: Towards Self-Updatable Large Language Models.Yu Wang, Yifan Gao, Xiusi Chen, Haoming Jiang, Shiyang Li, Jingfeng Yang, Qingyu Yin, Zheng Li, Xian Li, Bing Yin, Jingbo Shang, Julian J. McAuley
2024KDDA Review of Modern Recommender Systems Using Generative Models (Gen-RecSys).Yashar Deldjoo, Zhankui He, Julian J. McAuley, Anton Korikov, Scott Sanner, Arnau Ramisa, Ren Vidal, Maheswaran Sathiamoorthy, Atoosa Kasirzadeh, Silvia Milano
2024KDDFirst Workshop on Generative AI for Recommender Systems and Personalization.Narges Tabari, Aniket Anand Deshmukh, Wang-Cheng Kang, Hamed Zamani, Rashmi Gangadharaiah, Julian J. McAuley, George Karypis
2024KDDCoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation.Junda Wu, Cheng-Chun Chang, Tong Yu, Zhankui He, Jianing Wang, Yupeng Hou, Julian J. McAuley
2024NAACLExtending Input Contexts of Language Models through Training on Segmented Sequences.Petros Karypis, Julian J. McAuley, George Karypis
2024NAACLAligning as Debiasing: Causality-Aware Alignment via Reinforcement Learning with Interventional Feedback.Yu Xia, Tong Yu, Zhankui He, Handong Zhao, Julian J. McAuley, Shuai Li
2024NAACLAutomatic Pair Construction for Contrastive Post-training.Canwen Xu, Corby Rosset, Ethan C. Chau, Luciano Del Corro, Shweti Mahajan, Julian J. McAuley, Jennifer Neville, Ahmed Awadallah, Nikhil Rao
2024NAACLEvaluating Large Language Models as Generative User Simulators for Conversational Recommendation.Se-eun Yoon, Zhankui He, Jessica Maria Echterhoff, Julian J. McAuley
2024RecSysThe 1st International Workshop on Risks, Opportunities, and Evaluation of Generative Models in Recommendation (ROEGEN).Yashar Deldjoo, Julian J. McAuley, Scott Sanner, Pablo Castells, Shuai Zhang, Enrico Palumbo
2024RecSysMAWI Rec: Leveraging Severe Weather Data in Recommendation.Brendan Andrew Duncan, Surya Kallumadi, Taylor Berg-Kirkpatrick, Julian J. McAuley
2024RecSysNeighborhood-Based Collaborative Filtering for Conversational Recommendation.Zhouhang Xie, Junda Wu, Hyunsik Jeon, Zhankui He, Harald Steck, Rahul Jha, Dawen Liang, Nathan Kallus, Julian J. McAuley
2024WWWInfoRank: Unbiased Learning-to-Rank via Conditional Mutual Information Minimization.Jiarui Jin, Zexue He, Mengyue Yang, Weinan Zhang, Yong Yu, Jun Wang, Julian J. McAuley
2024WWWOff-Policy Evaluation for Large Action Spaces via Policy Convolution.Noveen Sachdeva, Lequn Wang, Dawen Liang, Nathan Kallus, Julian J. McAuley
2024WWWAgentCF: Collaborative Learning with Autonomous Language Agents for Recommender Systems.Junjie Zhang, Yupeng Hou, Ruobing Xie, Wenqi Sun, Julian J. McAuley, Wayne Xin Zhao, Leyu Lin, Ji-Rong Wen
2024SIGIRFair Sequential Recommendation without User Demographics.Huimin Zeng, Zhankui He, Zhenrui Yue, Julian J. McAuley, Dong Wang
2024WACVDriving through the Concept Gridlock: Unraveling Explainability Bottlenecks in Automated Driving.Jessica Maria Echterhoff, An Yan, Kyungtae Han, Amr Abdelraouf, Rohit Gupta, Julian J. McAuley
2024WSDMLinear Recurrent Units for Sequential Recommendation.Zhenrui Yue, Yueqi Wang, Zhankui He, Huimin Zeng, Julian J. McAuley, Dong Wang
2023AAAI"Nothing Abnormal": Disambiguating Medical Reports via Contrastive Knowledge Infusion.Zexue He, An Yan, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu
2023AAAIFactual and Informative Review Generation for Explainable Recommendation.Zhouhang Xie, Sameer Singh, Julian J. McAuley, Bodhisattwa Prasad Majumder
2023AAAIA Survey on Model Compression and Acceleration for Pretrained Language Models.Canwen Xu, Julian J. McAuley
2023ACLSynthetic Pre-Training Tasks for Neural Machine Translation.Zexue He, Graeme Blackwood, Rameswar Panda, Julian J. McAuley, Rogrio Feris
2023ACLKNOW How to Make Up Your Mind! Adversarially Detecting and Alleviating Inconsistencies in Natural Language Explanations.Myeongjun Jang, Bodhisattwa Prasad Majumder, Julian J. McAuley, Thomas Lukasiewicz, Oana-Maria Camburu
2023CIKMThe First Workshop on Personalized Generative AI @ CIKM 2023: Personalization Meets Large Language Models.Zheng Chen, Ziyan Jiang, Fan Yang, Zhankui He, Yupeng Hou, Eunah Cho, Julian J. McAuley, Aram Galstyan, Xiaohua Hu, Jie Yang
2023CIKMLarge Language Models as Zero-Shot Conversational Recommenders.Zhankui He, Zhouhang Xie, Rahul Jha, Harald Steck, Dawen Liang, Yesu Feng, Bodhisattwa Prasad Majumder, Nathan Kallus, Julian J. McAuley
2023EACLAssistive Recipe Editing through Critiquing.Diego Antognini, Shuyang Li, Boi Faltings, Julian J. McAuley
2023EACLUnsupervised Improvement of Factual Knowledge in Language Models.Nafis Sadeq, Byungkyu Kang, Prarit Lamba, Julian J. McAuley
2023EACLA Survey on Dynamic Neural Networks for Natural Language Processing.Canwen Xu, Julian J. McAuley
2023EMNLPMedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation.Zexue He, Yu Wang, An Yan, Yao Liu, Eric Y. Chang, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu
2023EMNLPInterFair: Debiasing with Natural Language Feedback for Fair Interpretable Predictions.Bodhisattwa Prasad Majumder, Zexue He, Julian J. McAuley
2023EMNLPSpoiler Detection as Semantic Text Matching.Ryan Tran, Canwen Xu, Julian J. McAuley
2023EMNLPBaize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data.Canwen Xu, Daya Guo, Nan Duan, Julian J. McAuley
2023ICASSPMultitrack Music Transformer.Hao-Wen Dong, Ke Chen, Shlomo Dubnov, Julian J. McAuley, Taylor Berg-Kirkpatrick
2023ICCVLearning Concise and Descriptive Attributes for Visual Recognition.An Yan, Yu Wang, Yiwu Zhong, Chengyu Dong, Zexue He, Yujie Lu, William Yang Wang, Jingbo Shang, Julian J. McAuley
2023ICLRCLIPSep: Learning Text-queried Sound Separation with Noisy Unlabeled Videos.Hao-Wen Dong, Naoya Takahashi, Yuki Mitsufuji, Julian J. McAuley, Taylor Berg-Kirkpatrick
2023ICMLLongCoder: A Long-Range Pre-trained Language Model for Code Completion.Daya Guo, Canwen Xu, Nan Duan, Jian Yin, Julian J. McAuley
2023ICMLCHiLS: Zero-Shot Image Classification with Hierarchical Label Sets.Zachary Novack, Julian J. McAuley, Zachary Chase Lipton, Saurabh Garg
2023ICMLAImproving Robustness of Convolutional Networks Through Sleep-Like Replay.Jean Erik Delanois, Aditya Ahuja, Giri P. Krishnan, Timothy Tadros, Julian J. McAuley, Maxim Bazhenov
2023KDDGenerative Flow Network for Listwise Recommendation.Shuchang Liu, Qingpeng Cai, Zhankui He, Bowen Sun, Julian J. McAuley, Dong Zheng, Peng Jiang, Kun Gai
2023KDD3rd Workshop on Online and Adaptive Recommender Systems (OARS).Xiquan Cui, Vachik S. Dave, Yi Su, Khalifeh Al Jadda, Srijan Kumar, Julian J. McAuley, Tao Ye, Stephen D. Guo, Chip Huyen
2023KDDUCEpic: Unifying Aspect Planning and Lexical Constraints for Generating Explanations in Recommendation.Jiacheng Li, Zhankui He, Jingbo Shang, Julian J. McAuley
2023KDDText Is All You Need: Learning Language Representations for Sequential Recommendation.Jiacheng Li, Ming Wang, Jin Li, Jinmiao Fu, Xin Shen, Jingbo Shang, Julian J. McAuley
2023WWWJointly modeling products and resource pages for task-oriented recommendation.Brendan Andrew Duncan, Surya Kallumadi, Taylor Berg-Kirkpatrick, Julian J. McAuley
2023WWWLearning Vector-Quantized Item Representation for Transferable Sequential Recommenders.Yupeng Hou, Zhankui He, Julian J. McAuley, Wayne Xin Zhao
2023WWWMirror: A Natural Language Interface for Data Querying, Summarization, and Visualization.Canwen Xu, Julian J. McAuley, Penghan Wang
2023WSDMExploiting Explicit and Implicit Item relationships for Session-based Recommendation.Zihao Li, Xianzhi Wang, Chao Yang, Lina Yao, Julian J. McAuley, Guandong Xu
2022AAAILeashing the Inner Demons: Self-Detoxification for Language Models.Canwen Xu, Zexue He, Zhankui He, Julian J. McAuley
2022ACLSkipBERT: Efficient Inference with Shallow Layer Skipping.Jue Wang, Ke Chen, Gang Chen, Lidan Shou, Julian J. McAuley
2022ACLUCTopic: Unsupervised Contrastive Learning for Phrase Representations and Topic Mining.Jiacheng Li, Jingbo Shang, Julian J. McAuley
2022ACLAchieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection.Bodhisattwa Prasad Majumder, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Julian J. McAuley
2022ACLLaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval.Canwen Xu, Daya Guo, Nan Duan, Julian J. McAuley
2022ACLBERT Learns to Teach: Knowledge Distillation with Meta Learning.Wangchunshu Zhou, Canwen Xu, Julian J. McAuley
2022CHIAI-Moderated Decision-Making: Capturing and Balancing Anchoring Bias in Sequential Decision Tasks.Jessica Maria Echterhoff, Matin Yarmand, Julian J. McAuley
2022CIKMQuery-Aware Sequential Recommendation.Zhankui He, Handong Zhao, Zhaowen Wang, Zhe Lin, Ajinkya Kale, Julian J. McAuley
2022CIKMSPOT: Knowledge-Enhanced Language Representations for Information Extraction.Jiacheng Li, Yannis Katsis, Tyler Baldwin, Ho-Cheol Kim, Andrew Bartko, Julian J. McAuley, Chun-Nan Hsu
2022CIKMRank List Sensitivity of Recommender Systems to Interaction Perturbations.Sejoon Oh, Berk Ustun, Julian J. McAuley, Srijan Kumar
2022EMNLPControlling Bias Exposure for Fair Interpretable Predictions.Zexue He, Yu Wang, Julian J. McAuley, Bodhisattwa Prasad Majumder
2022EMNLPSHARE: a System for Hierarchical Assistive Recipe Editing.Shuyang Li, Yufei Li, Jianmo Ni, Julian J. McAuley
2022EMNLPInforMask: Unsupervised Informative Masking for Language Model Pretraining.Nafis Sadeq, Canwen Xu, Julian J. McAuley
2022EMNLPEfficiently Tuned Parameters Are Task Embeddings.Wangchunshu Zhou, Canwen Xu, Julian J. McAuley
2022ICASSPDeep Performer: Score-to-Audio Music Performance Synthesis.Hao-Wen Dong, Cong Zhou, Taylor Berg-Kirkpatrick, Julian J. McAuley
2022ICMLKnowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations.Bodhisattwa Prasad Majumder, Oana Camburu, Thomas Lukasiewicz, Julian J. McAuley
2022KDD2nd Workshop on Online and Adaptive Recommender Systems (OARS).Xiquan Cui, Vachik S. Dave, Yi Su, Khalifeh Al Jadda, Srijan Kumar, Julian J. McAuley, Tao Ye, Kamelia Aryafar, Mohammed Korayem
2022NAACLInstilling Type Knowledge in Language Models via Multi-Task QA.Shuyang Li, Mukund Sridhar, Chandana Satya Prakash, Jin Cao, Wael Hamza, Julian J. McAuley
2022NAACLAutomatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification.Han Wang, Canwen Xu, Julian J. McAuley
2022RecSysBundle MCR: Towards Conversational Bundle Recommendation.Zhankui He, Handong Zhao, Tong Yu, Sungchul Kim, Fan Du, Julian J. McAuley
2022RecSysSelf-Supervised Bot Play for Transcript-Free Conversational Recommendation with Rationales.Shuyang Li, Bodhisattwa Prasad Majumder, Julian J. McAuley
2022WWWIntent Contrastive Learning for Sequential Recommendation.Yongjun Chen, Zhiwei Liu, Jia Li, Julian J. McAuley, Caiming Xiong
2022WWWPersonalized Complementary Product Recommendation.An Yan, Chaosheng Dong, Yan Gao, Jinmiao Fu, Tong Zhao, Yi Sun, Julian J. McAuley
2022SIGIRLocality-Sensitive State-Guided Experience Replay Optimization for Sparse Rewards in Online Recommendation.Xiaocong Chen, Lina Yao, Julian J. McAuley, Weili Guan, Xiaojun Chang, Xianzhi Wang
2022SIGIRCoarse-to-Fine Sparse Sequential Recommendation.Jiacheng Li, Tong Zhao, Jin Li, Jim Chan, Christos Faloutsos, George Karypis, Soo-Min Pantel, Julian J. McAuley
2022WACVCross-modal Adversarial Reprogramming.Paarth Neekhara, Shehzeen Hussain, Jinglong Du, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley
2022WSDMOn Sampling Collaborative Filtering Datasets.Noveen Sachdeva, Carole-Jean Wu, Julian J. McAuley
2021ACLWeakly Supervised Named Entity Tagging with Learnable Logical Rules.Jiacheng Li, Haibo Ding, Jingbo Shang, Julian J. McAuley, Zhe Feng
2021ACLUnsupervised Enrichment of Persona-grounded Dialog with Background Stories.Bodhisattwa Prasad Majumder, Taylor Berg-Kirkpatrick, Julian J. McAuley, Harsh Jhamtani
2021ACMLExpressive Neural Voice Cloning.Paarth Neekhara, Shehzeen Hussain, Shlomo Dubnov, Farinaz Koushanfar, Julian J. McAuley
2021CIKMLocker: Locally Constrained Self-Attentive Sequential Recommendation.Zhankui He, Handong Zhao, Zhe Lin, Zhaowen Wang, Ajinkya Kale, Julian J. McAuley
2021EACLZero-shot Generalization in Dialog State Tracking through Generative Question Answering.Shuyang Li, Jin Cao, Mukund Sridhar, Henghui Zhu, Shang-Wen Li, Wael Hamza, Julian J. McAuley
2021EMNLPDetect and Perturb: Neutral Rewriting of Biased and Sensitive Text via Gradient-based Decoding.Zexue He, Bodhisattwa Prasad Majumder, Julian J. McAuley
2021EMNLPBeyond Preserved Accuracy: Evaluating Loyalty and Robustness of BERT Compression.Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei
2021EMNLPWeakly Supervised Contrastive Learning for Chest X-Ray Report Generation.An Yan, Zexue He, Xing Lu, Jiang Du, Eric Y. Chang, Amilcare Gentili, Julian J. McAuley, Chun-Nan Hsu
2021KDDWorkshop on Online and Adaptative Recommender Systems (OARS).Xiquan Cui, Estelle Afshar, Khalifeh Al Jadda, Srijan Kumar, Julian J. McAuley, Tao Ye, Kamelia Aryafar, Vachik S. Dave, Mohammad Korayem
2021NAACLAsk what's missing and what's useful: Improving Clarification Question Generation using Global Knowledge.Bodhisattwa Prasad Majumder, Sudha Rao, Michel Galley, Julian J. McAuley
2021NAACLBlow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge.Canwen Xu, Wangchunshu Zhou, Tao Ge, Ke Xu, Julian J. McAuley, Furu Wei
2021RecSysRecommendation on Live-Streaming Platforms: Dynamic Availability and Repeat Consumption.Jrmie Rappaz, Julian J. McAuley, Karl Aberer
2021RecSysBlack-Box Attacks on Sequential Recommenders via Data-Free Model Extraction.Zhenrui Yue, Zhankui He, Huimin Zeng, Julian J. McAuley
2021WACVAdversarial Deepfakes: Evaluating Vulnerability of Deepfake Detectors to Adversarial Examples.Shehzeen Hussain, Paarth Neekhara, Malhar Jere, Farinaz Koushanfar, Julian J. McAuley
2021UAIReZero is all you need: fast convergence at large depth.Thomas Bachlechner, Bodhisattwa Prasad Majumder, Huanru Henry Mao, Gary Cottrell, Julian J. McAuley
2020EMNLPLike hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions.Bodhisattwa Prasad Majumder, Harsh Jhamtani, Taylor Berg-Kirkpatrick, Julian J. McAuley
2020EMNLPInterview: Large-scale Modeling of Media Dialog with Discourse Patterns and Knowledge Grounding.Bodhisattwa Prasad Majumder, Shuyang Li, Jianmo Ni, Julian J. McAuley
2020EMNLPLearning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays.Jianmo Ni, Chun-Nan Hsu, Amilcare Gentili, Julian J. McAuley
2020ICERA Longitudinal Evaluation of a Best Practices CS1.Adrian Salguero, Julian J. McAuley, Beth Simon, Leo Porter
2020InterspeechSpeech Recognition and Multi-Speaker Diarization of Long Conversations.Huanru Henry Mao, Shuyang Li, Julian J. McAuley, Garrison W. Cottrell
2020WWWAttentive Sequential Models of Latent Intent for Next Item Recommendation.Md. Mehrab Tanjim, Congzhe Su, Ethan Benjamin, Diane Hu, Liangjie Hong, Julian J. McAuley
2020SIGIRHow Useful are Reviews for Recommendation? A Critical Review and Potential Improvements.Noveen Sachdeva, Julian J. McAuley
2020WSDMTime Interval Aware Self-Attention for Sequential Recommendation.Jiacheng Li, Yujie Wang, Julian J. McAuley
2020WSDMAddressing Marketing Bias in Product Recommendations.Mengting Wan, Jianmo Ni, Rishabh Misra, Julian J. McAuley
2020SDMStacked Mixed-Order Graph Convolutional Networks for Collaborative Filtering.Hengrui Zhang, Julian J. McAuley
2019ACLFine-Grained Spoiler Detection from Large-Scale Review Corpora.Mengting Wan, Rishabh Misra, Ndapa Nakashole, Julian J. McAuley
2019CIKMCosRec: 2D Convolutional Neural Networks for Sequential Recommendation.An Yan, Shuo Cheng, Wang-Cheng Kang, Mengting Wan, Julian J. McAuley
2019CVPRComplete the Look: Scene-Based Complementary Product Recommendation.Wang-Cheng Kang, Eric Kim, Jure Leskovec, Charles Rosenberg, Julian J. McAuley
2019EMNLPGenerating Personalized Recipes from Historical User Preferences.Bodhisattwa Prasad Majumder, Shuyang Li, Jianmo Ni, Julian J. McAuley
2019EMNLPImproving Neural Story Generation by Targeted Common Sense Grounding.Huanru Henry Mao, Bodhisattwa Prasad Majumder, Julian J. McAuley, Garrison W. Cottrell
2019EMNLPJustifying Recommendations using Distantly-Labeled Reviews and Fine-Grained Aspects.Jianmo Ni, Jiacheng Li, Julian J. McAuley
2019EMNLPScalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation.Liliang Ren, Jianmo Ni, Julian J. McAuley
2019ICLRAdversarial Audio Synthesis.Chris Donahue, Julian J. McAuley, Miller S. Puckette
2019InterspeechExpediting TTS Synthesis with Adversarial Vocoding.Paarth Neekhara, Chris Donahue, Miller S. Puckette, Shlomo Dubnov, Julian J. McAuley
2019InterspeechUniversal Adversarial Perturbations for Speech Recognition Systems.Paarth Neekhara, Shehzeen Hussain, Prakhar Pandey, Shlomo Dubnov, Julian J. McAuley, Farinaz Koushanfar
2019NAACLLearning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering.Jianmo Ni, Chenguang Zhu, Weizhu Chen, Julian J. McAuley
2019WWWModeling Heart Rate and Activity Data for Personalized Fitness Recommendation.Jianmo Ni, Larry Muhlstein, Julian J. McAuley
2018ACLPersonalized Review Generation By Expanding Phrases and Attending on Aspect-Aware Representations.Jianmo Ni, Julian J. McAuley
2018CIKMRecommendation Through Mixtures of Heterogeneous Item Relationships.Wang-Cheng Kang, Mengting Wan, Julian J. McAuley
2018CIKMRepresenting and Recommending Shopping Baskets with Complementarity, Compatibility and Loyalty.Mengting Wan, Di Wang, Jie Liu, Paul Bennett, Julian J. McAuley
2018ICDMSelf-Attentive Sequential Recommendation.Wang-Cheng Kang, Julian J. McAuley
2018ICLRSemantically Decomposing the Latent Spaces of Generative Adversarial Networks.Chris Donahue, Zachary C. Lipton, Akshay Balsubramani, Julian J. McAuley
2018ICLRSynthesizing Audio with GANs.Chris Donahue, Julian J. McAuley, Miller S. Puckette
2018ICLRPredicting Embryo Morphokinetics in Videos with Late Fusion Nets & Dynamic Decoders.Nathan H. Ng, Julian J. McAuley, Julian Gingold, Nina Desai, Zachary C. Lipton
2018IJCAITranslation-based Recommendation: A Scalable Method for Modeling Sequential Behavior.Ruining He, Wang-Cheng Kang, Julian J. McAuley
2018RecSysLearning within-session budgets from browsing trajectories.Diane Hu, Raphael Louca, Liangjie Hong, Julian J. McAuley
2018RecSysLearning consumer and producer embeddings for user-generated content recommendation.Wang-Cheng Kang, Julian J. McAuley
2018RecSysDecomposing fit semantics for product size recommendation in metric spaces.Rishabh Misra, Mengting Wan, Julian J. McAuley
2018RecSysTranslation-based factorization machines for sequential recommendation.Rajiv Pasricha, Julian J. McAuley
2018RecSysItem recommendation on monotonic behavior chains.Mengting Wan, Julian J. McAuley
2018SENSYSScrabble: transferrable semi-automated semantic metadata normalization using intermediate representation.Jason Koh, Bharathan Balaji, Dhiman Sengupta, Julian J. McAuley, Rajesh K. Gupta, Yuvraj Agarwal
2018SDMOne-Class Recommendation with Asymmetric Textual Feedback.Mengting Wan, Julian J. McAuley
2017AAAISolving Constrained Combinatorial Optimisation Problems via MAP Inference without High-Order Penalties.Zhen Zhang, Qinfeng Shi, Julian J. McAuley, Wei Wei, Yanning Zhang, Rui Yao, Anton van den Hengel
2017AMIAThe presence of highly similar notes within the MIMIC-III dataset.Rodney A. Gabriel, Sanjeev Shenoy, Tsung-Ting Kuo, Julian J. McAuley, Chun-Nan Hsu
2017ICDMVisually-Aware Fashion Recommendation and Design with Generative Image Models.Wang-Cheng Kang, Chen Fang, Zhaowen Wang, Julian J. McAuley
2017ICLRDance Dance Convolution.Chris Donahue, Zachary C. Lipton, Julian J. McAuley
2017ICMLDance Dance Convolution.Chris Donahue, Zachary C. Lipton, Julian J. McAuley
2017IJCAISPMC: Socially-Aware Personalized Markov Chains for Sparse Sequential Recommendation.Chenwei Cai, Ruining He, Julian J. McAuley
2017IJCAIDynamic Programming Bipartite Belief Propagation For Hyper Graph Matching.Zhen Zhang, Julian J. McAuley, Yong Li, Wei Wei, Yanning Zhang, Qinfeng Shi
2017IJCNLPEstimating Reactions and Recommending Products with Generative Models of Reviews.Jianmo Ni, Zachary C. Lipton, Sharad Vikram, Julian J. McAuley
2017IJCNLPIJCNLP-2017 Task 3: Review Opinion Diversification (RevOpiD-2017).Anil Kumar Singh, Avijit Thawani, Mayank Panchal, Anubhav Gupta, Julian J. McAuley
2017IJCNNImproving recommendation accuracy using networks of substitutable and complementary products.Tong Zhao, Julian J. McAuley, Mengya Li, Irwin King
2017RecSysTranslation-based Recommendation.Ruining He, Wang-Cheng Kang, Julian J. McAuley
2017WWWModeling Consumer Preferences and Price Sensitivities from Large-Scale Grocery Shopping Transaction Logs.Mengting Wan, Di Wang, Matthew Goldman, Matt Taddy, Justin Rao, Jie Liu, Dimitrios Lymberopoulos, Julian J. McAuley
2017SIGIRGenerating and Personalizing Bundle Recommendations onApurva Pathak, Kshitiz Gupta, Julian J. McAuley
2017SENSYSScrabble: converting unstructured metadata into brick for many buildings.Jason Koh, Dhiman Sengupta, Julian J. McAuley, Rajesh K. Gupta, Bharathan Balaji, Yuvraj Agarwal
2017WSDMBartering Books to Beers: A Recommender System for Exchange Platforms.Jrmie Rappaz, Maria-Luiza Vladarean, Julian J. McAuley, Michele Catasta
2016AAAIVBPR: Visual Bayesian Personalized Ranking from Implicit Feedback.Ruining He, Julian J. McAuley
2016CVPRPairwise Matching through Max-Weight Bipartite Belief Propagation.Zhen Zhang, Qinfeng Shi, Julian J. McAuley, Wei Wei, Yanning Zhang, Anton van den Hengel
2016ICDMFusing Similarity Models with Markov Chains for Sparse Sequential Recommendation.Ruining He, Julian J. McAuley
2016ICDMLearning Compatibility Across Categories for Heterogeneous Item Recommendation.Ruining He, Charles Packer, Julian J. McAuley
2016ICDMModeling Ambiguity, Subjectivity, and Diverging Viewpoints in Opinion Question Answering Systems.Mengting Wan, Julian J. McAuley
2016IJCAISherlock: Sparse Hierarchical Embeddings for Visually-Aware One-Class Collaborative Filtering.Ruining He, Chunbin Lin, Jianguo Wang, Julian J. McAuley
2016RecSysVista: A Visually, Socially, and Temporally-aware Model for Artistic Recommendation.Ruining He, Chen Fang, Zhaowen Wang, Julian J. McAuley
2016WWWFashionista: A Fashion-aware Graphical System for Exploring Visually Similar Items.Ruining He, Chunbin Lin, Julian J. McAuley
2016WWWUps and Downs: Modeling the Visual Evolution of Fashion Trends with One-Class Collaborative Filtering.Ruining He, Julian J. McAuley
2016WWWAddressing Complex and Subjective Product-Related Queries with Customer Reviews.Julian J. McAuley, Alex Yang
2015CIKMImproving Latent Factor Models via Personalized Feature Projection for One Class Recommendation.Tong Zhao, Julian J. McAuley, Irwin King
2015ICCVLearning Visual Clothing Style with Heterogeneous Dyadic Co-Occurrences.Andreas Veit, Balazs Kovacs, Sean Bell, Julian J. McAuley, Kavita Bala, Serge J. Belongie
2015KDDInferring Networks of Substitutable and Complementary Products.Julian J. McAuley, Rahul Pandey, Jure Leskovec
2015RecSysTop-N Recommendation with Missing Implicit Feedback.Daryl Lim, Julian J. McAuley, Gert R. G. Lanckriet
2015SIGIRImage-Based Recommendations on Styles and Substitutes.Julian J. McAuley, Christopher Targett, Qinfeng Shi, Anton van den Hengel
2014CIKMLeveraging Social Connections to Improve Personalized Ranking for Collaborative Filtering.Tong Zhao, Julian J. McAuley, Irwin King
2014WWWFinding progression stages in time-evolving event sequences.Jaewon Yang, Julian J. McAuley, Jure Leskovec, Paea LePendu, Nigam Shah
2014WSDMDetecting cohesive and 2-mode communities indirected and undirected networks.Jaewon Yang, Julian J. McAuley, Jure Leskovec
2013ICDMCommunity Detection in Networks with Node Attributes.Jaewon Yang, Julian J. McAuley, Jure Leskovec
2013ICWSMWhat's in a Name? Understanding the Interplay between Titles, Content, and Communities in Social Media.Himabindu Lakkaraju, Julian J. McAuley, Jure Leskovec
2013RecSysHidden factors and hidden topics: understanding rating dimensions with review text.Julian J. McAuley, Jure Leskovec
2013WWWFrom amateurs to connoisseurs: modeling the evolution of user expertise through online reviews.Julian J. McAuley, Jure Leskovec
2012ECCVImage Labeling on a Network: Using Social-Network Metadata for Image Classification.Julian J. McAuley, Jure Leskovec
2012ICDMLearning Attitudes and Attributes from Multi-aspect Reviews.Julian J. McAuley, Jure Leskovec, Dan Jurafsky
2010CVPRUnified graph matching in Euclidean spaces.Julian J. McAuley, Teofilo de Campos, Tibrio S. Caetano
2010ICMLExploiting Data-Independence for Fast Belief-Propagation.Julian J. McAuley, Tibrio S. Caetano
2009BMVCHierarchical Image-Region Labeling via Structured Learning.Julian J. McAuley, Tefilo Emdio de Campos, Gabriela Csurka, Florent Perronnin
2009CVPRShape classification through structured learning of matching measures.Longbin Chen, Julian J. McAuley, Rogrio Schmidt Feris, Tibrio S. Caetano, Matthew Turk
2006ICMLLearning high-order MRF priors of color images.Julian J. McAuley, Tibrio S. Caetano, Alexander J. Smola, Matthias O. Franz