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Feature Representation Learning for Click-through Rate Prediction: A Review and New Perspectives


Feb 04, 2023
Fuyuan Lyu, Xing Tang, Dugang Liu, Haolun Wu, Chen Ma, Xiuqiang He, Xue Liu

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* Submitted to IJCAI 2023 Survey Track 

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Optimizing Feature Set for Click-Through Rate Prediction


Jan 26, 2023
Fuyuan Lyu, Xing Tang, Dugang Liu, Liang Chen, Xiuqiang He, Xue Liu

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* Accepted by WWW 2023 Research Tracks 

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A Survey of Diversification Techniques in Search and Recommendation


Jan 02, 2023
Haolun Wu, Yansen Zhang, Chen Ma, Fuyuan Lyu, Fernando Diaz, Xue Liu

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OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction


Aug 09, 2022
Fuyuan Lyu, Xing Tang, Hong Zhu, Huifeng Guo, Yingxue Zhang, Ruiming Tang, Xue Liu

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* Accepted by CIKM 2022 Research Track 

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Encoder-Decoder Architecture for Supervised Dynamic Graph Learning: A Survey


Mar 27, 2022
Yuecai Zhu, Fuyuan Lyu, Chengming Hu, Xi Chen, Xue Liu

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* Optimize title for better visibility 

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Memorize, Factorize, or be Naïve: Learning Optimal Feature Interaction Methods for CTR Prediction


Aug 21, 2021
Fuyuan Lyu, Xing Tang, Huifeng Guo, Ruiming Tang, Xiuqiang He, Rui Zhang, Xue Liu

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* Submitted to ICDE 2022 

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Cross-filter compression for CNN inference acceleration


May 18, 2020
Fuyuan Lyu, Shien Zhu, Weichen Liu

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