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Interpretable and Efficient Heterogeneous Graph Convolutional Network

Jun 23, 2020
Yaming Yang, Ziyu Guan, Jianxin Li, Wei Zhao, Jiangtao Cui, Quan Wang

* This paper has been submitted to IEEE TKDE 

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Query-based Interactive Recommendation by Meta-Path and Adapted Attention-GRU

Jun 24, 2019
Yu Zhu, Yu Gong, Qingwen Liu, Yingcai Ma, Wenwu Ou, Junxiong Zhu, Beidou Wang, Ziyu Guan, Deng Cai

* 9 pages, 6 figures, submitted to CIKM 2019 Applied Research Track 

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Exact-K Recommendation via Maximal Clique Optimization

May 17, 2019
Yu Gong, Yu Zhu, Lu Duan, Qingwen Liu, Ziyu Guan, Fei Sun, Wenwu Ou, Kenny Q. Zhu

* SIGKDD 2019 

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A Brand-level Ranking System with the Customized Attention-GRU Model

Aug 11, 2018
Yu Zhu, Junxiong Zhu, Jie Hou, Yongliang Li, Beidou Wang, Ziyu Guan, Deng Cai

* International Joint Conferences on Artificial Intelligence, 2018: 3947-3953 
* 7 pages, 6 figures, 3 tables. Published in IJCAI 2018. Make some figures and tables more clear 

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Addressing the Item Cold-start Problem by Attribute-driven Active Learning

May 23, 2018
Yu Zhu, Jinhao Lin, Shibi He, Beidou Wang, Ziyu Guan, Haifeng Liu, Deng Cai

* 14 pages, 7 figures, 9 tables. Submitted to TKDE 

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Deep Reinforcement Learning for Sponsored Search Real-time Bidding

Mar 01, 2018
Jun Zhao, Guang Qiu, Ziyu Guan, Wei Zhao, Xiaofei He

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