Yongli Ren

2025

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Explaining Recommendation Fairness from a User/Item Perspective.
Jie Li|Yongli Ren|Mark Sanderson|Ke Deng
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 1
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Report from the 4th Strategic Workshop on Information Retrieval in Lorne (SWIRL 2025).
Johanne R. Trippas|J. Shane Culpepper|Mohammad Aliannejadi|James Allan|Enrique Amigó|Jaime Arguello|Leif Azzopardi|Peter Bailey|Jamie Callan|Rob Capra|Nick Craswell|W. Bruce Croft|Jeff Dalton|Gianluca Demartini|Laura Dietz|Zhicheng Dou|Carsten Eickhoff|Michael D. Ekstrand|Nicola Ferro|Norbert Fuhr|Dorota Glowacka|Faegheh Hasibi|Danula Hettiachchi|Rosie Jones|Jaap Kamps|Noriko Kando|Sarvnaz Karimi|Makoto P. Kato|Bevan Koopman|Yiqun Liu|Chenglong Ma|Joel Mackenzie|Maria Maistro|Jiaxin Mao|Dana McKay|Bhaskar Mitra|Stefano Mizzaro|Alistair Moffat|Josiane Mothe|Iadh Ounis|Lida Rashidi|Yongli Ren|Mark Sanderson|Rodrygo L. T. Santos|Falk Scholer|Chirag Shah|Laurianne Sitbon|Ian Soboroff|Damiano Spina|Paul Thomas|Julián Urbano|Arjen P. de Vries|Ryen White|Abby Yuan|Hamed Zamani|Oleg Zendel|Min Zhang|Shengyao Zhuang|Justin Zobel|Guido Zuccon
SIGIR Forum 2025 Volume 59 Issue 1
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Unbiased Reasoning for Knowledge-Intensive Tasks in Large Language Models via Conditional Front-Door Adjustment.
Bo Zhao|Yinghao Zhang|Ziqi Xu|Yongli Ren|Xiuzhen Zhang|Renqiang Luo|Zaiwen Feng|Feng Xia
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
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PUB: An LLM-Enhanced Personality-Driven User Behaviour Simulator for Recommender System Evaluation.
Chenglong Ma|Ziqi Xu|Yongli Ren|Danula Hettiachchi|Jeffrey Chan
Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025
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Can Large Language Models Be a Good Evaluator for Review-based Product Question Answering?
Tony Danhui Huang|Yongli Ren|Xiuzhen Zhang
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025
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Towards Better Evaluation of Recommendation Algorithms with Bi-directional Item Response Theory.
Ziqi Xu|Chenglong Ma|Yongli Ren|Jeffrey Chan|Wei Shao|Feng Xia
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

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CRUISE on Quantum Computing for Feature Selection in Recommender Systems.
Jiayang Niu|Jie Li|Ke Deng|Yongli Ren
Working Notes of the Conference and Labs of the Evaluation Forum (CLEF 2024), Grenoble, France, 9-12 September, 2024.
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Temporal Conformity-aware Hawkes Graph Network for Recommendations.
Chenglong Ma|Yongli Ren|Pablo Castells|Mark Sanderson
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024

2022

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The Footprint of Factorization Models and Their Applications in Collaborative Filtering.
Jinze Wang|Yongli Ren|Jie Li|Ke Deng
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 4
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NEST: Simulating Pandemic-like Events for Collaborative Filtering by Modeling User Needs Evolution.
Chenglong Ma|Yongli Ren|Pablo Castells|Mark Sanderson
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
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Evaluation of Herd Behavior Caused by Population-scale Concept Drift in Collaborative Filtering.
Chenglong Ma|Yongli Ren|Pablo Castells|Mark Sanderson
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022
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Translating Human Mobility Forecasting through Natural Language Generation.
Hao Xue|Flora D. Salim|Yongli Ren|Charles L. A. Clarke
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022
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FairGAN: GANs-based Fairness-aware Learning for Recommendations with Implicit Feedback.
Jie Li|Yongli Ren|Ke Deng
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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Popularity Bias in False-positive Metrics for Recommender Systems Evaluation.
Elisa Mena-Maldonado|Rocío Cañamares|Pablo Castells|Yongli Ren|Mark Sanderson
ACM Transactions on Information Systems (TOIS) 2021 Volume 39 Issue 3

2020

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G-CREWE: Graph CompREssion With Embedding for Network Alignment.
Kyle Kai Qin|Flora D. Salim|Yongli Ren|Wei Shao|Mark Heimann|Danai Koutra
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
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Intelligent Task Recognition: Towards Enabling Productivity Assistance in Daily Life.
Jonathan Liono|Mohammad Saiedur Rahaman|Flora D. Salim|Yongli Ren|Damiano Spina|Falk Scholer|Johanne R. Trippas|Mark Sanderson|Paul N. Bennett|Ryen W. White
Proceedings of the 2020 on International Conference on Multimedia Retrieval, ICMR 2020, Dublin, Ireland, June 8-11, 2020.
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Agreement and Disagreement between True and False-Positive Metrics in Recommender Systems Evaluation.
Elisa Mena-Maldonado|Rocío Cañamares|Pablo Castells|Yongli Ren|Mark Sanderson
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

2019

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Learning About Work Tasks to Inform Intelligent Assistant Design.
Johanne R. Trippas|Damiano Spina|Falk Scholer|Ahmed Hassan Awadallah|Peter Bailey|Paul N. Bennett|Ryen W. White|Jonathan Liono|Yongli Ren|Flora D. Salim|Mark Sanderson
Proceedings of the 2019 Conference on Human Information Interaction and Retrieval, CHIIR 2019, Glasgow, Scotland, UK, March 10-14, 2019

2017

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Analyzing Web behavior in indoor retail spaces.
Yongli Ren|Martin Tomko|Flora Dilys Salim|Kevin Ong|Mark Sanderson
Journal of the Association for Information Science and Technology (JASIST) 2017 Volume 68 Issue 1

2014

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How People Use the Web in Large Indoor Spaces.
Yongli Ren|Martin Tomko|Kevin Ong|Mark Sanderson
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, CIKM 2014, Shanghai, China, November 3-7, 2014

2012

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The efficient imputation method for neighborhood-based collaborative filtering.
Yongli Ren|Gang Li|Jun Zhang|Wanlei Zhou
21st ACM International Conference on Information and Knowledge Management, CIKM'12, Maui, HI, USA, October 29 - November 02, 2012