About me (Curriculum Vitae)

I am currently a postdoctoral in Gaoling school of Artificial Intellgence, under the supervision of Prof. Zhicheng Dou
I am received a Ph.D. student in the Institute of Information Engineering, Chinese Academy of Sciences, under the supervision of Associate Prof. Xiaofei Zhou and Prof. Jianlong Tan.
I received my Bachelor’s degree in Hennan University in Henan, China.

Research

My current research interests including Machine Learning and Data Mining, particularly in graph representation learning, knowledge graph reasoning and knowledge-aware application such as recommendation system.
I also interested in building the effective and scalable algorithms with the deep/reinforencement learning techniques.

Publications

  • New! Qiannan Zhu, Xiaofei Zhou, Jia Wu, Jianlong Tan, Li Guo. “A Knowledge-Aware Reasoning Network for Recommendation”. Accepted in the 34th AAAI Conference on Artificial Intelligence (AAAI 2020).
  • New! Qiannan Zhu, Xiaofei Zhou, Jianlong Tan, Li Guo. “Knowledge Base Reasoning with Convolutional-based Recurrent Neural Networks”. Under Minor Revision on Transactions on Knowledge and Data Engineering (TKDE 2019).
  • Qiannan Zhu, Xiaofei Zhou, Jia Wu, Jianlong Tan, Li Guo. “Neighborhood-Aware Attentional Representation for Multilingual Knowledge Graphs”. Accepted in the 28th International Joint Conference on Artificial Intelligence (IJCAI 2019).
  • New! Qiannan Zhu, Xiaofei Zhou, Zeliang Song, Jianlong Tan, Li Guo. “DAN:Deep Attention Neural Network for News Recommendation”. Published in Proceedings of the 33th AAAI Conference on Artificial Intelligence (AAAI 2019).
  • Xiaofei Zhou, Qiannan Zhu, Ping Liu, Li Guo. “Learning Knowledge Embeddings by Combining Limit-based Scoring Loss”. Published in the International Conference on Information and Knowledge Management (CIKM 2017).
  • Qiannan Zhu, Xiaofei Zhou, Peng Zhang, Yong Shi. “A Neural Translating General Hyperplane for Knowledge Graph Embedding”. Published in Journal of Computational Sciences (30)2019 (JCS 2019).

Honors and Awards

  • Zhu Li Yuehua Outstanding Ph.D. student Scholarship, Chinese Academy of Sciences (CAS), 2019.
  • CAS Presidential Scholarship, Chinese Academy of Sciences (CAS), 2019.
  • Merit Student, University of Chinese Academy of Sciences, 2018.
  • IIE Presidential Scholarship, Institute of Information Engineering, CAS, 2018.
  • Laboratory Excellent Student Scholarship, Institute of Information Engineering, CAS, 2018.