教育经历

  • 2019年-2023年,蒙特利尔大学,博士
  • 2016年-2019年,中国人民大学信息学院,硕士
  • 2012年-2016年,中国人民大学信息学院,学士

工作经历

  • 2023年至今,中国人民大学高瓴人工智能学院,博士后,合作导师:窦志成教授

研究方向

大语言模型、信息检索、对话系统

研究成果

[1] One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models, Yutao Zhu, Zhaoheng Huang, Zhicheng Dou, and Ji-Rong Wen. Proceedings of the 39th AAAI Conference on Artificial Intelligence (AAAI), 2025.

[2] FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research, Jiajie Jin, Yutao Zhu*, Guanting Dong, Yuyao Zhang, Xinyu Yang, Chenghao Zhang, Tong Zhao, Zhao Yang, Zhicheng Dou, and Ji-Rong Wen. Proceedings of the ACM Web Conference (WWW), 2025.

[3] CAGS: Context-Aware Document Ranking with Contrastive Graph Sampling, Zhaoheng Huang, Yutao Zhu*, Zhicheng Dou, and Ji-Rong Wen. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2025.

[4] INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning, Yutao Zhu, Peitian Zhang, Chenghao Zhang, Yifei Chen, Binyu Xie, Zheng Liu, Ji-Rong Wen, and Zhicheng Dou. Proceedings of the 62nd annual meeting of the Association for Computational Linguistics (ACL), 2024.

[5] 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, and Zhicheng Dou. Proceedings of the 31st ACM International Conference on Information and Knowledge Management (CIKM), 2022.

[6] Leveraging Narrative to Generate Movie Script, Yutao Zhu, Ruihua Song, Jian-Yun Nie, Pan Du, Zhicheng Dou, and Jin Zhou. ACM Transactions on Information Systems (TOIS), 2022.

[7] 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, and Hao Jiang. Proceedings of the 30th ACM International Conference on Information and Knowledge Management (CIKM), 2021.

[8] Neural Sentence Ordering Based on Constraint Graphs, Yutao Zhu, Kun Zhou, Jian-Yun Nie, Shengchao Liu, and Zhicheng Dou. Proceedings of the 35th AAAI Conference on Artificial Intelligence (AAAI), 2021.

[9] ScriptWriter: Narrative-Guided Script Generation, Yutao Zhu, Ruihua Song, Zhicheng Dou, Jian-Yun Nie, and Jin Zhou. Proceedings of the 58th annual meeting of the Association for Computational Linguistics (ACL), 2020.

[10] Content Selection Network for Document-grounded Retrieval-based Chatbots, Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Zhicheng Dou. The 43rd European Conference on Information Retreval (ECIR), 2021. 

[11] Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals, Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Hao Jiang, Zhicheng Dou. The 44th International ACM SIGIR Conference on Research & Development in Information Retrieval (SIGIR), 2021. 

荣誉奖励

  • 2019 谷歌卓越博士生奖学金
  • 2016 北京市优秀毕业生

社会兼职

  • 中国中文信息学会信息检索专业委员会委员
  • 中国中文信息学会青年工作委员会委员
  • 程序委员会成员:ACL, NeurIPS, ICML, ICLR, SIGIR, WWW, SIGKDD, AAAI, EMNLP, CIKM, WSDM
  • 期刊审稿人:TOIS, 计算机学报, KAIS, TALLIP, Computing Surveys

联系

电话:--

邮箱:ytzhu@ruc.edu.cn

个人网页:https://daod.github.io/

办公地址:--