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Efficient Non-Sampling Knowledge Graph Embedding


Apr 30, 2021
Zelong Li, Jianchao Ji, Zuohui Fu, Yingqiang Ge, Shuyuan Xu, Chong Chen, Yongfeng Zhang

* 10 pages, 3 figures. The first two authors contributed equally to the work. Accepted to WWW 2021 

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User-oriented Fairness in Recommendation


Apr 21, 2021
Yunqi Li, Hanxiong Chen, Zuohui Fu, Yingqiang Ge, Yongfeng Zhang

* Accepted to the 30th Web Conference (WWW 2021) 

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Context-Aware Interaction Network for Question Matching


Apr 17, 2021
Zhe Hu, Zuohui Fu, Yu Yin, Gerard de Melo, Cheng Peng


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Faithfully Explainable Recommendation via Neural Logic Reasoning


Apr 16, 2021
Yaxin Zhu, Yikun Xian, Zuohui Fu, Gerard de Melo, Yongfeng Zhang

* Accepted in NAACL 2021 

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Causal Collaborative Filtering


Feb 10, 2021
Shuyuan Xu, Yingqiang Ge, Yunqi Li, Zuohui Fu, Xu Chen, Yongfeng Zhang

* 14 pages, 5 figures, 3 tables 

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RomeBERT: Robust Training of Multi-Exit BERT


Jan 24, 2021
Shijie Geng, Peng Gao, Zuohui Fu, Yongfeng Zhang


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Discrete Knowledge Graph Embedding based on Discrete Optimization


Jan 13, 2021
Yunqi Li, Shuyuan Xu, Bo Liu, Zuohui Fu, Shuchang Liu, Xu Chen, Yongfeng Zhang

* Accepted at the AAAI-20 Workshop on Knowledge Discovery from Unstructured Data in Financial Services 

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E-BERT: A Phrase and Product Knowledge Enhanced Language Model for E-commerce


Sep 10, 2020
Denghui Zhang, Zixuan Yuan, Yanchi Liu, Zuohui Fu, Fuzhen Zhuang, Pengyang Wang, Haifeng Chen, Hui Xiong


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COOKIE: A Dataset for Conversational Recommendation over Knowledge Graphs in E-commerce


Aug 21, 2020
Zuohui Fu, Yikun Xian, Yaxin Zhu, Yongfeng Zhang, Gerard de Melo


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Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification


Jul 29, 2020
Xin Dong, Yaxin Zhu, Yupeng Zhang, Zuohui Fu, Dongkuan Xu, Sen Yang, Gerard de Melo

* SIGIR 2020 (Short Paper) 

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Contrastive Visual-Linguistic Pretraining


Jul 26, 2020
Lei Shi, Kai Shuang, Shijie Geng, Peng Su, Zhengkai Jiang, Peng Gao, Zuohui Fu, Gerard de Melo, Sen Su


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Learning Post-Hoc Causal Explanations for Recommendation


Jun 30, 2020
Shuyuan Xu, Yunqi Li, Shuchang Liu, Zuohui Fu, Yongfeng Zhang


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Fairness-Aware Explainable Recommendation over Knowledge Graphs


Jun 28, 2020
Zuohui Fu, Yikun Xian, Ruoyuan Gao, Jieyu Zhao, Qiaoying Huang, Yingqiang Ge, Shuyuan Xu, Shijie Geng, Chirag Shah, Yongfeng Zhang, Gerard de Melo


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Character Matters: Video Story Understanding with Character-Aware Relations


May 09, 2020
Shijie Geng, Ji Zhang, Zuohui Fu, Peng Gao, Hang Zhang, Gerard de Melo


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ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs


Jan 29, 2020
Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong, Guang Wang, Gerard de Melo


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Reinforcement Knowledge Graph Reasoning for Explainable Recommendation


Jun 12, 2019
Yikun Xian, Zuohui Fu, S. Muthukrishnan, Gerard de Melo, Yongfeng Zhang

* Accepted in SIGIR 2019 

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OOGAN: Disentangling GAN with One-Hot Sampling and Orthogonal Regularization


May 26, 2019
Bingchen Liu, Yizhe Zhu, Zuohui Fu, Gerard de Melo, Ahmed Elgammal

* under review 

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