Dawen Liang

2025

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Reindex-Then-Adapt: Improving Large Language Models for Conversational Recommendation.
Zhankui He|Zhouhang Xie|Harald Steck|Dawen Liang|Rahul Jha|Nathan Kallus|Julian J. McAuley
Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, WSDM 2025, Hannover, Germany, March 10-14, 2025
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Does Weighting Improve Matrix Factorization for Recommender Systems?
Alex Ayoub|Samuel Robertson|Dawen Liang|Harald Steck|Nathan Kallus
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
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Collaborative Retrieval for Large Language Model-based Conversational Recommender Systems.
Yaochen Zhu|Chao Wan|Harald Steck|Dawen Liang|Yesu Feng|Nathan Kallus|Jundong Li
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2024

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Off-Policy Evaluation for Large Action Spaces via Policy Convolution.
Noveen Sachdeva|Lequn Wang|Dawen Liang|Nathan Kallus|Julian J. McAuley
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2023

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Large 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
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023

2018

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Variational Autoencoders for Collaborative Filtering.
Dawen Liang|Rahul G. Krishnan|Matthew D. Hoffman|Tony Jebara
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

2016

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Modeling User Exposure in Recommendation.
Dawen Liang|Laurent Charlin|James McInerney|David M. Blei
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11 - 15, 2016

2015

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Content-Aware Collaborative Music Recommendation Using Pre-trained Neural Networks.
Dawen Liang|Minshu Zhan|Daniel P. W. Ellis
Proceedings of the 16th International Society for Music Information Retrieval Conference, ISMIR 2015, Málaga, Spain, October 26-30, 2015

2014

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Codebook-based Scalable Music Tagging with Poisson Matrix Factorization.
Dawen Liang|John W. Paisley|Dan Ellis
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014
dblp
MIR_EVAL: A Transparent Implementation of Common MIR Metrics.
Colin Raffel|Brian McFee|Eric J. Humphrey|Justin Salamon|Oriol Nieto|Dawen Liang|Daniel P. W. Ellis
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014

2013

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Beta Process Sparse Nonnegative Matrix Factorization for Music.
Dawen Liang|Matthew D. Hoffman|Daniel P. W. Ellis
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

2011

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Segmentation, Clustering, and Display in a Personal Audio Database for Musicians.
Guangyu Xia|Dawen Liang|Roger B. Dannenberg|Mark Harvilla
Proceedings of the 12th International Society for Music Information Retrieval Conference, ISMIR 2011, Miami, Florida, USA, October 24-28, 2011