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From Known to Unknown: Knowledge-guided Transformer for Time-Series Sales Forecasting in Alibaba



Xinyuan Qi , Kai Hou , Tong Liu , Zhongzhong Yu , Sihao Hu , Wenwu Ou

* 8 pages, 7 figure 

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End-to-End User Behavior Retrieval in Click-Through RatePrediction Model



Qiwei Chen , Changhua Pei , Shanshan Lv , Chao Li , Junfeng Ge , Wenwu Ou

* 10 pages 

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GRN: Generative Rerank Network for Context-wise Recommendation



Yufei Feng , Binbin Hu , Yu Gong , Fei Sun , Qingwen Liu , Wenwu Ou

* Better read with arXiv:2102.12057. arXiv admin note: text overlap with arXiv:2102.12057 

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Explore User Neighborhood for Real-time E-commerce Recommendation



Xu Xie , Fei Sun , Xiaoyong Yang , Zhao Yang , Jinyang Gao , Wenwu Ou , Bin Cui

* To appear in ICDE 2021 

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Revisit Recommender System in the Permutation Prospective



Yufei Feng , Yu Gong , Fei Sun , Qingwen Liu , Wenwu Ou

* Under the review of the KDD2021 Applied Data Science track 

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Towards Long-term Fairness in Recommendation



Yingqiang Ge , Shuchang Liu , Ruoyuan Gao , Yikun Xian , Yunqi Li , Xiangyu Zhao , Changhua Pei , Fei Sun , Junfeng Ge , Wenwu Ou , Yongfeng Zhang


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Personalized Adaptive Meta Learning for Cold-start User Preference Prediction



Runsheng Yu , Yu Gong , Xu He , Bo An , Yu Zhu , Qingwen Liu , Wenwu Ou

* Preprint Version 

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Learning User Representations with Hypercuboids for Recommender Systems



Shuai Zhang , Huoyu Liu , Aston Zhang , Yue Hu , Ce Zhang , Yumeng Li , Tanchao Zhu , Shaojian He , Wenwu Ou

* Accepted by WSDM 2021 

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Commonsense knowledge adversarial dataset that challenges ELECTRA



Gongqi Lin , Yuan Miao , Xiaoyong Yang , Wenwu Ou , Lizhen Cui , Wei Guo , Chunyan Miao

* To appear in ICARCV2020 

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