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Training Microsoft News Recommenders with Pretrained Language Models in the Loop

Feb 18, 2021
Shitao Xiao, Zheng Liu, Yingxia Shao, Tao Di, Xing Xie


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Multi-Interest-Aware User Modeling for Large-Scale Sequential Recommendations

Feb 18, 2021
Jianxun Lian, Iyad Batal, Zheng Liu, Akshay Soni, Eun Yong Kang, Yajun Wang, Xing Xie


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FedGNN: Federated Graph Neural Network for Privacy-Preserving Recommendation

Feb 09, 2021
Chuhan Wu, Fangzhao Wu, Yang Cao, Yongfeng Huang, Xing Xie


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Neural News Recommendation with Negative Feedback

Jan 12, 2021
Chuhan Wu, Fangzhao Wu, Yongfeng Huang, Xing Xie

* CCF Transactions on Pervasive Computing and Interaction, 2020, 2(3): 178-188 

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Sampling-Decomposable Generative Adversarial Recommender

Nov 02, 2020
Binbin Jin, Defu Lian, Zheng Liu, Qi Liu, Jianhui Ma, Xing Xie, Enhong Chen

* Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS2020) 

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Self-supervised Graph Learning for Recommendation

Oct 21, 2020
Jiancan Wu, Xiang Wang, Fuli Feng, Xiangnan He, Liang Chen, Jianxun Lian, Xing Xie

* 11 pages, 7 pages, 5 tables 

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FedNER: Privacy-preserving Medical Named Entity Recognition with Federated Learning

Mar 25, 2020
Suyu Ge, Fangzhao Wu, Chuhan Wu, Tao Qi, Yongfeng Huang, Xing Xie


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A Survey on Knowledge Graph-Based Recommender Systems

Feb 28, 2020
Qingyu Guo, Fuzhen Zhuang, Chuan Qin, Hengshu Zhu, Xing Xie, Hui Xiong, Qing He

* 17 pages, 1 figure 

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Graph Convolution Machine for Context-aware Recommender System

Jan 30, 2020
Jiancan Wu, Xiangnan He, Xiang Wang, Qifan Wang, Weijian Chen, Jianxun Lian, Xing Xie, Yongdong Zhang


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Fast and Accurate Knowledge-Aware Document Representation Enhancement for News Recommendations

Oct 25, 2019
Danyang Liu, Jianxun Lian, Ying Qiao, Jiun-Hung Chen, Guangzhong Sun, Xing Xie


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A Novel User Representation Paradigm for Making Personalized Candidate Retrieval

Jul 15, 2019
Zheng Liu, Yu Xing, Jianxun Lian, Defu Lian, Ziyao Li, Xing Xie


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Neural News Recommendation with Attentive Multi-View Learning

Jul 12, 2019
Chuhan Wu, Fangzhao Wu, Mingxiao An, Jianqiang Huang, Yongfeng Huang, Xing Xie


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NPA: Neural News Recommendation with Personalized Attention

Jul 12, 2019
Chuhan Wu, Fangzhao Wu, Mingxiao An, Jianqiang Huang, Yongfeng Huang, Xing Xie


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Collaborative Metric Learning with Memory Network for Multi-Relational Recommender Systems

Jun 24, 2019
Xiao Zhou, Danyang Liu, Jianxun Lian, Xing Xie

* 7 pages, 4 figures, IJCAI19 

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Collaborative Translational Metric Learning

Jun 04, 2019
Chanyoung Park, Donghyun Kim, Xing Xie, Hwanjo Yu

* ICDM 2018 Full Paper 

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Neural Review Rating Prediction with Hierarchical Attentions and Latent Factors

May 29, 2019
Xianchen Wang, Hongtao Liu, Peiyi Wang, Fangzhao Wu, Hongyan Xu, Wenjun Wang, Xing Xie

* 4pages, 1 figures 

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NRPA: Neural Recommendation with Personalized Attention

May 29, 2019
Hongtao Liu, Fangzhao Wu, Wenjun Wang, Xianchen Wang, Pengfei Jiao, Chuhan Wu, Xing Xie

* sigir 2019 
* 4 pages, 4 figures 

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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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Neural Chinese Word Segmentation with Lexicon and Unlabeled Data via Posterior Regularization

Apr 26, 2019
Junxin Liu, Fangzhao Wu, Chuhan Wu, Yongfeng Huang, Xing Xie

* 7 pages, 11 figures, accepted by the 2019 World Wide Web Conference (WWW '19) 

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Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word Segmentation

Apr 26, 2019
Fangzhao Wu, Junxin Liu, Chuhan Wu, Yongfeng Huang, Xing Xie

* 7 pages, 3 figures, accepted by the 2019 World Wide Web Conference (WWW'19) 

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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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Session-based Recommendation with Graph Neural Networks

Nov 05, 2018
Shu Wu, Yuyuan Tang, Yanqiao Zhu, Liang Wang, Xing Xie, Tieniu Tan

* 9 pages, 4 figures, accepted by AAAI Conference on Artificial Intelligence (AAAI-19) 

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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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Image Inspired Poetry Generation in XiaoIce

Aug 09, 2018
Wen-Feng Cheng, Chao-Chung Wu, Ruihua Song, Jianlong Fu, Xing Xie, Jian-Yun Nie


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MOBA-Slice: A Time Slice Based Evaluation Framework of Relative Advantage between Teams in MOBA Games

Jul 22, 2018
Lijun Yu, Dawei Zhang, Xiangqun Chen, Xing Xie

* Computer Games Workshop at IJCAI 2018, Stockholm, Friday 13 July, 2018 

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Neural Chinese Word Segmentation with Dictionary Knowledge

Jul 11, 2018
Junxin Liu, Fangzhao Wu, Chuhan Wu, Yongfeng Huang, Xing Xie

* This paper has been accepted by The Seventh CCF International Conference on Natural Language Processing and Chinese Computing (NLPCC 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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