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Popularity Bias Is Not Always Evil: Disentangling Benign and Harmful Bias for Recommendation


Sep 16, 2021
Zihao Zhao, Jiawei Chen, Sheng Zhou, Xiangnan He, Xuezhi Cao, Fuzheng Zhang, Wei Wu


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Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models


Sep 13, 2021
Kun Zhou, Wayne Xin Zhao, Sirui Wang, Fuzheng Zhang, Wei Wu, Ji-Rong Wen

* Accepted by EMNLP 2021 (Main Conference) 

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DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network


Aug 22, 2021
Junkang Wu, Wentao Shi, Xuezhi Cao, Jiawei Chen, Wenqiang Lei, Fuzheng Zhang, Wei Wu, Xiangnan He

* CIKM2021 

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ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer


May 25, 2021
Yuanmeng Yan, Rumei Li, Sirui Wang, Fuzheng Zhang, Wei Wu, Weiran Xu

* Accepted by ACL2021, 10 pages, 7 figures, 4 tables 

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Improving Document Representations by Generating Pseudo Query Embeddings for Dense Retrieval


May 08, 2021
Hongyin Tang, Xingwu Sun, Beihong Jin, Jingang Wang, Fuzheng Zhang, Wei Wu

* 11 pages, 2 figures, Accepted by ACL 2021 

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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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

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

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