Minmin Chen

2024

Exploration: Measurements and Systems.

Proceedings of the 2024 ACM SIGIR International Conference on Theory of Information Retrieval, ICTIR 2024, Washington, DC, USA, 13 July 2024

Long-Term Value of Exploration: Measurements, Findings and Algorithms.

Yi Su|Xiangyu Wang|Elaine Ya Le|Liang Liu|Yuening Li|Haokai Lu|Benjamin Lipshitz|Sriraj Badam|Lukasz Heldt|Shuchao Bi|Ed H. Chi|Cristos Goodrow|Su-Lin Wu|Lexi Baugher|Minmin Chen

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

Fresh Content Recommendation at Scale: A Multi-funnel Solution and the Potential of LLMs.

Jianling Wang|Haokai Lu|Minmin Chen

Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024

Cluster Anchor Regularization to Alleviate Popularity Bias in Recommender Systems.

Bo Chang|Changping Meng|He Ma|Shuo Chang|Yang Gu|Yajun Peng|Jingchen Feng|Yaping Zhang|Shuchao Bi|Ed H. Chi|Minmin Chen

Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

Large Language Models as Data Augmenters for Cold-Start Item Recommendation.

Jianling Wang|Haokai Lu|James Caverlee|Ed H. Chi|Minmin Chen

Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

Latent User Intent Modeling for Sequential Recommenders.

Bo Chang|Alexandros Karatzoglou|Yuyan Wang|Can Xu|Ed H. Chi|Minmin Chen

Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

Investigating Action-Space Generalization in Reinforcement Learning for Recommendation Systems.

Abhishek Naik|Bo Chang|Alexandros Karatzoglou|Martin Mladenov|Ed H. Chi|Minmin Chen

Companion Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

Exploration in Recommender Systems.

WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

Learning to Augment for Casual User Recommendation.

Jianling Wang|Ya Le|Bo Chang|Yuyan Wang|Ed H. Chi|Minmin Chen

WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

User Response Models to Improve a REINFORCE Recommender System.

Minmin Chen|Bo Chang|Can Xu|Ed H. Chi

WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

Towards Content Provider Aware Recommender Systems: A Simulation Study on the Interplay between User and Provider Utilities.

Ruohan Zhan|Konstantina Christakopoulou|Ya Le|Jayden Ooi|Martin Mladenov|Alex Beutel|Craig Boutilier|Ed H. Chi|Minmin Chen

WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

Off-policy Learning in Two-stage Recommender Systems.

Jiaqi Ma|Zhe Zhao|Xinyang Yi|Ji Yang|Minmin Chen|Jiaxi Tang|Lichan Hong|Ed H. Chi

WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

Top-K Off-Policy Correction for a REINFORCE Recommender System.

Minmin Chen|Alex Beutel|Paul Covington|Sagar Jain|Francois Belletti|Ed H. Chi

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

Towards Neural Mixture Recommender for Long Range Dependent User Sequences.

Jiaxi Tang|Francois Belletti|Sagar Jain|Minmin Chen|Alex Beutel|Can Xu|Ed H. Chi

The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2012

From sBoW to dCoT marginalized encoders for text representation.

Zhixiang Eddie Xu|Minmin Chen|Kilian Q. Weinberger|Fei Sha

21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012

2011

Improving context-aware query classification via adaptive self-training.

Minmin Chen|Jian-Tao Sun|Xiaochuan Ni|Yixin Chen

Proceedings of the 20th ACM Conference on Information and Knowledge Management, CIKM 2011, Glasgow, United Kingdom, October 24-28, 2011