Jie Zou

2026

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CooSBR: Rethinking neighborhood integration for session-based recommendation.
Yuhan Yang|Jie Zou|Guojia An|Weikang Guo|Mingshi Yan|Yang Yang|Heng Tao Shen
Information Processing and Management 2026 Volume 63 Issue 5
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ScotRec: Social Chain-of-Thought LLM Reasoning for Recommendation.
Kaibei Li|Jie Zou|Qika Lin|Weikang Guo|Qinyang He|Yang Yang
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.
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Not All Information Brings Benefits: Personalization-Driven Agent Debate for Conversational Recommendation.
Pengfei Zhang|Guojia An|Jin Huang|Yuhan Yang|Yang Yang|Jie Zou
Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026.

2025

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Beyond Whole Dialogue Modeling: Contextual Disentanglement for Conversational Recommendation.
Guojia An|Jie Zou|Jiwei Wei|Chaoning Zhang|Fuming Sun|Yang Yang
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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MSCRS: Multi-modal Semantic Graph Prompt Learning Framework for Conversational Recommender Systems.
Yibiao Wei|Jie Zou|Weikang Guo|Guoqing Wang|Xing Xu|Yang Yang
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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PSCon: Product Search Through Conversations.
Jie Zou|Omar Alonso|Marti A. Hearst|Mohammad Aliannejadi|Evangelos Kanoulas|Jaap Kamps|Shuxi Han|Shuxi Han|Jaap Kamps|Heli Ma|Zheng Wang|Yang Yang|Heng Tao Shen
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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Retrieval Augmented Multi-agent Recommender.
Xiao Ao|Shuxi Han|Yeming Li|Heli Ma|Pengfei Zhang|Jie Zou
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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Knowledge-Enhanced Conversational Recommendation via Transformer-Based Sequential Modeling.
Jie Zou|Aixin Sun|Cheng Long|Evangelos Kanoulas
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 6
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Ask or Recommend: An Empirical Study on Conversational Product Search.
Heli Ma|Jie Zou|Mohammad Aliannejadi|Evangelos Kanoulas|Yi Bin|Yang Yang
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, CIKM 2024, Boise, ID, USA, October 21-25, 2024

2023

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Users Meet Clarifying Questions: Toward a Better Understanding of User Interactions for Search Clarification.
Jie Zou|Mohammad Aliannejadi|Evangelos Kanoulas|Maria Soledad Pera|Yiqun Liu
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 1
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Learning to Ask: Conversational Product Search via Representation Learning.
Jie Zou|Jimmy Xiangji Huang|Zhaochun Ren|Evangelos Kanoulas
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 2
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Asking Clarifying Questions: To benefit or to disturb users in Web search?
Jie Zou|Aixin Sun|Cheng Long|Mohammad Aliannejadi|Evangelos Kanoulas
Information Processing and Management 2023 Volume 60 Issue 2

2022

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Improving Conversational Recommender Systems via Transformer-based Sequential Modelling.
Jie Zou|Evangelos Kanoulas|Pengjie Ren|Zhaochun Ren|Aixin Sun|Cheng Long
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2021

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Improving search and recommendation by asking clarifying questions.
Jie Zou
SIGIR Forum 2021 Volume 55 Issue 2

2020

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Towards Question-based High-recall Information Retrieval: Locating the Last Few Relevant Documents for Technology-assisted Reviews.
Jie Zou|Evangelos Kanoulas
ACM Transactions on Information Systems (TOIS) 2020 Volume 38 Issue 3
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Block-Aware Item Similarity Models for Top-N Recommendation.
Yifan Chen|Yang Wang|Xiang Zhao|Jie Zou|Maarten de Rijke
ACM Transactions on Information Systems (TOIS) 2020 Volume 38 Issue 4
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An Empirical Study on Clarifying Question-Based Systems.
Jie Zou|Evangelos Kanoulas|Yiqun Liu
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
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Towards Question-based Recommender Systems.
Jie Zou|Yifan Chen|Evangelos Kanoulas
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 to Ask: Question-based Sequential Bayesian Product Search.
Jie Zou|Evangelos Kanoulas
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.

2018

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Technology Assisted Reviews: Finding the Last Few Relevant Documents by Asking Yes/No Questions to Reviewers.
Jie Zou|Dan Li|Evangelos Kanoulas
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018