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Hybrid Encoder: Towards Efficient and Precise Native AdsRecommendation via Hybrid Transformer Encoding Networks


Apr 22, 2021
Junhan Yang, Zheng Liu, Bowen Jin, Jianxun Lian, Defu Lian, Akshay Soni, Eun Yong Kang, Yajun Wang, Guangzhong Sun, Xing Xie


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


Mar 04, 2021
Jianxun Lian, Iyad Batal, Zheng Liu, Akshay Soni, Eun Yong Kang, Yajun Wang, Xing Xie


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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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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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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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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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