Yutao Zhu

2026

doi dblp
A Model-agnostic Pre-training Framework for Search Result Diversification.
Zhirui Deng|Zhicheng Dou|Yutao Zhu|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 1
doi dblp
Social Cognitive Theory Enhanced Diversified Recommendation.
Zhirui Deng|Zhicheng Dou|Yutao Zhu|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 1
doi dblp
Large Language Models for Information Retrieval: A Survey.
Yutao Zhu|Huaying Yuan|Shuting Wang|Jiongnan Liu|Wenhan Liu|Chenlong Deng|Haonan Chen|Zheng Liu|Zhicheng Dou|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 1
doi dblp
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task.
Wenhan Liu|Yutao Zhu|Zhicheng Dou|Yujia Zhou
ACM Transactions on Information Systems (TOIS) 2026 Volume 44 Issue 3
doi dblp
Toward Generalized Web Agent Training: A Deep Dive into Entropy-Balanced Reinforcement Learning.
Guanting Dong|Licheng Bao|Zhongyuan Wang|Kangzhi Zhao|Xiaoxi Li|Jiajie Jin|Jinghan Yang|Hangyu Mao|Fuzheng Zhang|Kun Gai|Guorui Zhou|Yutao Zhu|Ji-Rong Wen|Zhicheng Dou
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.
doi dblp
DeepAgent: A General Reasoning Agent with Scalable Toolsets.
Xiaoxi Li|Wenxiang Jiao|Jiarui Jin|Guanting Dong|Jiajie Jin|Yinuo Wang|Hao Wang|Yutao Zhu|Ji-Rong Wen|Yuan Lu|Zhicheng Dou
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

doi dblp
From Matching to Generation: A Survey on Generative Information Retrieval.
Xiaoxi Li|Jiajie Jin|Yujia Zhou|Yuyao Zhang|Peitian Zhang|Yutao Zhu|Zhicheng Dou
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 3
doi dblp
A Survey of Conversational Search.
Fengran Mo|Kelong Mao|Ziliang Zhao|Hongjin Qian|Haonan Chen|Yiruo Cheng|Xiaoxi Li|Yutao Zhu|Zhicheng Dou|Jian-Yun Nie
ACM Transactions on Information Systems (TOIS) 2025 Volume 43 Issue 6
doi dblp
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation.
Guanting Dong|Yutao Zhu|Chenghao Zhang|Zechen Wang|Ji-Rong Wen|Zhicheng Dou
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025
doi dblp
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research.
Jiajie Jin|Yutao Zhu|Zhicheng Dou|Guanting Dong|Xinyu Yang|Chenghao Zhang|Tong Zhao|Zhao Yang|Ji-Rong Wen
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2024

doi dblp
Passage-aware Search Result Diversification.
Zhan Su|Zhicheng Dou|Yutao Zhu|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2024 Volume 42 Issue 5
doi dblp
JDivPS: A Diversified Product Search Dataset.
Zhirui Deng|Zhicheng Dou|Yutao Zhu|Xubo Qin|Pengchao Cheng|Jiangxu Wu|Hao Wang
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
An Integrated Data Processing Framework for Pretraining Foundation Models.
Yiding Sun|Feng Wang|Yutao Zhu|Wayne Xin Zhao|Jiaxin Mao
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2024, Washington DC, USA, July 14-18, 2024
doi dblp
CL4DIV: A Contrastive Learning Framework for Search Result Diversification.
Zhirui Deng|Zhicheng Dou|Yutao Zhu|Ji-Rong Wen
Proceedings of the 17th ACM International Conference on Web Search and Data Mining, WSDM 2024, Merida, Mexico, March 4-8, 2024
doi dblp
Mining Exploratory Queries for Conversational Search.
Wenhan Liu|Ziliang Zhao|Yutao Zhu|Zhicheng Dou
Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, May 13-17, 2024
doi dblp
Information Retrieval Meets Large Language Models.
Zheng Liu|Yujia Zhou|Yutao Zhu|Jianxun Lian|Chaozhuo Li|Zhicheng Dou|Defu Lian|Jian-Yun Nie
Companion Proceedings of the ACM on Web Conference 2024, WWW 2024, Singapore, Singapore, May 13-17, 2024

2023

doi dblp
GDESA: Greedy Diversity Encoder with Self-attention for Search Results Diversification.
Xubo Qin|Zhicheng Dou|Yutao Zhu|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 2
doi dblp
Contrastive Learning for Legal Judgment Prediction.
Han Zhang|Zhicheng Dou|Yutao Zhu|Ji-Rong Wen
ACM Transactions on Information Systems (TOIS) 2023 Volume 41 Issue 4
doi dblp
Heterogeneous Graph-based Context-aware Document Ranking.
Shuting Wang|Zhicheng Dou|Yutao Zhu
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, WSDM 2023, Singapore, 27 February 2023 - 3 March 2023.

2022

doi dblp
Graph Neural Collaborative Topic Model for Citation Recommendation.
Qianqian Xie|Yutao Zhu|Jimin Huang|Pan Du|Jian-Yun Nie
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 3
doi dblp
Leveraging Narrative to Generate Movie Script.
Yutao Zhu|Ruihua Song|Jian-Yun Nie|Pan Du|Zhicheng Dou|Jin Zhou
ACM Transactions on Information Systems (TOIS) 2022 Volume 40 Issue 4
doi dblp
From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking.
Yutao Zhu|Jian-Yun Nie|Yixuan Su|Haonan Chen|Xinyu Zhang|Zhicheng Dou
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Enhancing User Behavior Sequence Modeling by Generative Tasks for Session Search.
Haonan Chen|Zhicheng Dou|Yutao Zhu|Zhao Cao|Xiaohua Cheng|Ji-Rong Wen
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

2021

doi dblp
Interaction-Based Document Matching for Implicit Search Result Diversification.
Xubo Qin|Zhicheng Dou|Yutao Zhu|Ji-Rong Wen
Information Retrieval - 27th China Conference, CCIR 2021, Dalian, China, October 29-31, 2021, Proceedings
doi dblp
Contrastive Learning of User Behavior Sequence for Context-Aware Document Ranking.
Yutao Zhu|Jian-Yun Nie|Zhicheng Dou|Zhengyi Ma|Xinyu Zhang|Pan Du|Xiaochen Zuo|Hao Jiang
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Learning Implicit User Profile for Personalized Retrieval-Based Chatbot.
Hongjin Qian|Zhicheng Dou|Yutao Zhu|Yueyuan Ma|Ji-Rong Wen
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
PSSL: Self-supervised Learning for Personalized Search with Contrastive Sampling.
Mercan Topkara|Yujia Zhou|Justin D. Weisz|Zhicheng Dou|Jie Lu|Yutao Zhu|Yutao Zhu|Jie Lu|Ji-Rong Wen|Jennifer C. Lai|Ji-Rong Wen|Jennifer C. Lai
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Content Selection Network for Document-Grounded Retrieval-Based Chatbots.
Yutao Zhu|Jian-Yun Nie|Kun Zhou|Pan Du|Zhicheng Dou
Advances in Information Retrieval - 43rd European Conference on IR Research, ECIR 2021, Virtual Event, March 28 - April 1, 2021, Proceedings, Part I
doi dblp
One Chatbot Per Person: Creating Personalized Chatbots based on Implicit User Profiles.
Zhengyi Ma|Zhicheng Dou|Yutao Zhu|Hanxun Zhong|Ji-Rong Wen
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Pchatbot: A Large-Scale Dataset for Personalized Chatbot.
Hongjin Qian|Xiaohe Li|Hanxun Zhong|Yu Guo|Yueyuan Ma|Yutao Zhu|Zhanliang Liu|Zhicheng Dou|Ji-Rong Wen
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Modeling Intent Graph for Search Result Diversification.
Zhan Su|Zhicheng Dou|Yutao Zhu|Xubo Qin|Ji-Rong Wen
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021
doi dblp
Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals.
Yutao Zhu|Jian-Yun Nie|Kun Zhou|Pan Du|Hao Jiang|Zhicheng Dou
SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, Virtual Event, Canada, July 11-15, 2021

2020

doi dblp
ReBoost: a retrieval-boosted sequence-to-sequence model for neural response generation.
Yutao Zhu|Zhicheng Dou|Jian-Yun Nie|Ji-Rong Wen
Discover Computing 2020 Volume 23 Issue 1
doi dblp
Deep cross-platform product matching in e-commerce.
Juan Li|Zhicheng Dou|Yutao Zhu|Xiaochen Zuo|Ji-Rong Wen
Discover Computing 2020 Volume 23 Issue 2
doi dblp
S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization.
Kun Zhou|Hui Wang|Wayne Xin Zhao|Yutao Zhu|Sirui Wang|Fuzheng Zhang|Zhongyuan Wang|Ji-Rong Wen
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020

2019

doi dblp
A Hybrid Framework of Emotion-Aware Seq2Seq Model for Emotional Conversation Generation.
Xiaohe Li|Jiaqing Liu|Weihao Zheng|Xiangbo Wang|Yutao Zhu|Zhicheng Dou
NII Testbeds and Community for Information Access Research - 14th International Conference, NTCIR 2019, Tokyo, Japan, June 10-13, 2019, Revised Selected Papers
dblp
RUCIR at NTCIR-14 STC-3 Task.
Xiaohe Li|Jiaqing Liu|Weihao Zheng|Xiangbo Wang|Yutao Zhu|Zhicheng Dou
Proceedings of the 14th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR 2019, Tokyo, Japan, June 10-13, 2019

2018

doi dblp
An Attribute-aware Neural Attentive Model for Next Basket Recommendation.
Ting Bai|Jian-Yun Nie|Wayne Xin Zhao|Yutao Zhu|Pan Du|Ji-Rong Wen
The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018

2017

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RUCIR at the NTCIR-13 STC-2 Task.
Yutao Zhu|Zhicheng Dou|Xiangbo Wang|Xiaochen Zuo|Shuqi Lu|Zhengyi Ma|Xinyu Zhang
The 13th NTCIR Conference, Evaluation of Information Access Technologies, National Center of Sciences, Tokyo, Japan, December 5-8, 2017