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Fuzheng Zhang

ASAP: A Chinese Review Dataset Towards Aspect Category Sentiment Analysis and Rating Prediction


Mar 11, 2021
Jiahao Bu, Lei Ren, Shuang Zheng, Yang Yang, Jingang Wang, Fuzheng Zhang, Wei Wu

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* 10 Pages, 4 Figures, Accepted at NAACL 2021 
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Query-aware Tip Generation for Vertical Search


Oct 19, 2020
Yang Yang, Junmei Hao, Canjia Li, Zili Wang, Jingang Wang, Fuzheng Zhang, Rao Fu, Peixu Hou, Gong Zhang, Zhongyuan Wang

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* Accepted By CIKM 2020 Applied Research Track 
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Leveraging Historical Interaction Data for Improving Conversational Recommender System


Aug 19, 2020
Kun Zhou, Wayne Xin Zhao, Hui Wang, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen

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* Accepted as CIKM short paper 
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S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization


Aug 18, 2020
Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen

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* Accepted as CIKM2020 long paper 
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Transcribing Content from Structural Images with Spotlight Mechanism


May 27, 2019
Yu Yin, Zhenya Huang, Enhong Chen, Qi Liu, Fuzheng Zhang, Xing Xie, Guoping Hu

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* Accepted by KDD2018 Research Track. In proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'18) 
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Earlier Attention? Aspect-Aware LSTM for Aspect Sentiment Analysis


May 19, 2019
Bowen Xing, Lejian Liao, Dandan Song, Jingang Wang, Fuzheng Zhang, Zhongyuan Wang, Heyan Huang

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* accepted by IJCAI 2019 
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Knowledge Graph Convolutional Networks for Recommender Systems with Label Smoothness Regularization


May 11, 2019
Hongwei Wang, Fuzheng Zhang, Mengdi Zhang, Jure Leskovec, Miao Zhao, Wenjie Li, Zhongyuan Wang

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* KDD 2019 research track oral 
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Multi-Task Feature Learning for Knowledge Graph Enhanced Recommendation


Jan 23, 2019
Hongwei Wang, Fuzheng Zhang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo

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* In Proceedings of The 2019 Web Conference (WWW 2019) 
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RippleNet: Propagating User Preferences on the Knowledge Graph for Recommender Systems


Aug 25, 2018
Hongwei Wang, Fuzheng Zhang, Jialin Wang, Miao Zhao, Wenjie Li, Xing Xie, Minyi Guo

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* CIKM 2018 
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xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems


May 30, 2018
Jianxun Lian, Xiaohuan Zhou, Fuzheng Zhang, Zhongxia Chen, Xing Xie, Guangzhong Sun

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* 10 pages 
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DKN: Deep Knowledge-Aware Network for News Recommendation


Jan 30, 2018
Hongwei Wang, Fuzheng Zhang, Xing Xie, Minyi Guo

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* The 27th International Conference on World Wide Web (WWW'18) 
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SHINE: Signed Heterogeneous Information Network Embedding for Sentiment Link Prediction


Dec 03, 2017
Hongwei Wang, Fuzheng Zhang, Min Hou, Xing Xie, Minyi Guo, Qi Liu

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* The 11th ACM International Conference on Web Search and Data Mining (WSDM 2018) 
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GraphGAN: Graph Representation Learning with Generative Adversarial Nets


Nov 22, 2017
Hongwei Wang, Jia Wang, Jialin Wang, Miao Zhao, Weinan Zhang, Fuzheng Zhang, Xing Xie, Minyi Guo

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* The 32nd AAAI Conference on Artificial Intelligence (AAAI 2018), 8 pages 
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