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Deep Unified Representation for Heterogeneous Recommendation



Chengqiang Lu , Mingyang Yin , Shuheng Shen , Luo Ji , Qi Liu , Hongxia Yang

* 12 pages, 4 figures, accepted by the ACM Web Conference 2022 (WWW '22) 

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Linear-Time Self Attention with Codeword Histogram for Efficient Recommendation



Yongji Wu , Defu Lian , Neil Zhenqiang Gong , Lu Yin , Mingyang Yin , Jingren Zhou , Hongxia Yang

* 11 pages. Accepted by the Web Conference 2021 (WWW '21) 

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Rethinking Lifelong Sequential Recommendation with Incremental Multi-Interest Attention



Yongji Wu , Lu Yin , Defu Lian , Mingyang Yin , Neil Zhenqiang Gong , Jingren Zhou , Hongxia Yang

* 11 pages 

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Federated Graph Learning -- A Position Paper



Huanding Zhang , Tao Shen , Fei Wu , Mingyang Yin , Hongxia Yang , Chao Wu


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