教育经历

  • 2015年-2020年,中国科学院大学信息工程研究所,硕博连读,导师:谭建龙 教授,指导老师:周晓飞教授

工作经历

  • 2020年9月-2021年2月,阿里巴巴,高级算法工程师
  • 2021年3月-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

知识图谱表示与推理、推荐系统、数据挖掘、信息检索、可信人工智能

教授课程

  • 人工智能概论 (本科生)

科研项目

  • 融合知识的可解释性推荐和搜索技术研究, 国家自然科学基金 青年科学基金,主持
  • 基于知识推理的可解释性推荐和搜索技术研究,中国博士后科学基金特别资助(站中),主持
  • 智能算法在社会治理中的挑战、机遇与发展对策, 中国科协高端科技创新智库青年项目,主持
  • 算法公平性与内容生态建设研究, 字节跳动合作项目,主持
  • 算法向善与个性化发展科普建设, 字节跳动合作项目, 主持
  • 时间知识图谱补全技术研究, 国家自然科学基金 面上项目, 参与
  • 面向信息检索的预训练技术研究与应用,国家自然科学基金 面上项目, 参与

学术论文

2023
Cognition-aware Knowledge Graph Reasoning for Explainable Recommendation
Qingyu Bing’, Qiannan Zhu’, Zhicheng Dou*
International Conference on Web Search and Data Mining 2023 (CCF-B类)

2022
Integrating Representation and Interaction for Context-aware Document Ranking
Haonan Chen, Zhicheng Dou*, Qiannan Zhu, Xiaochen Zuo
ACM Transactions on Information Systems 2022 (CCF-A类)

A Category-aware Multi-interest Model for Personalized Product Search
Jiongnan Liu, Zhicheng Dou*, Qiannan Zhu, and Ji-Rong Wen
The WebConf 2022 (CCF-A类)

How Does Knowledge Graph Embedding Extrapolate to Unseen Data: a Semantic Evidence Views
Ren Li, Yanan Cao, Qiannan Zhu, Guanqun Bi, Fang Fang*, Yi Liu, Qian Li.
AAAI Conference on Artificial Intelligence (CCF-A类)

Learning Explicit User Interest Boundary for Recommendation
Jianhuan Zhuo’, Qiannan Zhu’, Yinliang Yue*, Yuhong Zhao, Weisi Han
TheWebConf 2022 (CCF-A类)

A Neighborhood-Attention Fine-grained Entity Typing for Knowledge Graph Completion
Jianhuan Zhuo, Qiannan Zhu*, Yinliang Yue, Yuhong Zhao
International Conference on Web Search and Data Mining (CCF-B类)

A Gain-Tuning Dynamic Negative Sampler for Recommendation
Qiannan Zhu, Haobo Zhang, Qing He, Zhicheng Dou*
TheWebConf 2022 (CCF-A类)

2021
Knowledge Graph Embedding by Double Limit Scoring Loss
Xiaofei Zhou, Lingfeng Niu, Qiannan Zhu, Xingquan Zhu, Jianlong Tan, Li Guo
In IEEE Transactions on Knowledge and Data Engineering (CCF-A类)

2020
A Relation-Specific Attention Network for Joint Entity and Relation Extraction
Yuan Yue, Xiaofei Zhou*, Shirui Pan, Qiannan Zhu, Zeliang Song, Li Guo
In International Joint Conference on Artificial Intelligence, 2020. (CCF-A类)

A Knowledge Aware Reasoning Network for Recommendation
Qiannan Zhu, Xiaofei Zhou*, Jia Wu, Jianlong Tan, Li Guo
In AAAI Conference on Artificial Intelligence, 2020. (CCF-A类)

2019
A Neural Translating General Hyperplane for Knowledge Graph Embedding.
Qiannan Zhu, Xiaofei Zhou*, Peng Zhang, Yong Shi
Journal of Computational Science 2019.

DAN :Deep Attention Neural Network for News Recommendation.
Qiannan Zhu, Xiaofei Zhou*, Zeliang Song, Jianlong Tan, Li Guo
In AAAI Conference on Artificial Intelligence, 2019. (CCF-A类)

Neighborhood Aware Attentional Representation for Multilingual Knowledge Graphs.
Qiannan Zhu, Xiaofei Zhou*, Jia Wu, Jianlong Tan, Li Guo
In International Joint Conference on Artificial Intelligence, 2019. (CCF-A类)

Knowledge Base Reasoning with Convolutional-based Recurrent Neural Networks
Qiannan Zhu, Xiaofei Zhou*, Jianlong Tan, Li Guo
In IEEE Transactions on Knowledge and Data Engineering, 2019. (CCF-A类)

2018
Multilingual Knowledge Graph Embeddings with Neural Networks.
Qiannan Zhu, Xiaofei Zhou*, Yuwen Wu, Ping Liu, Li Guo.
International Conference on Data Science 2018.

Learning Knowledge Graph Embeddings via Generalized Hyperplanes.
Qiannan Zhu, Xiaofei Zhou*, Jianlong Tan, Ping Liu, Li Guo
International Conference on Computational Science 2018.

2017
Learning Knowledge Embeddings by Combining Limit-based Scoring Loss
Xiaofei Zhou, Qiannan Zhu, Ping Liu, Li Guo*
In ACM Conference on Information and Knowledge Management, 2017. (CCF-B类)

荣誉奖励

  • 中国科学院大学朱李月华优秀博士生
  • 中国科学院大学院长奖学金
  • 中国科学院大学信息工程研究所所长奖

社会兼职

  • PC: SIGIR, SIGKDD, AAAI, WWW, IJCAI, WSDM, CIKM, IEEE TKDE

contact

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邮箱:zhuqiannan@ruc.edu.cn

个人网页:http://zhuqiannan.com

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