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GBA: A Tuning-free Approach to Switch between Synchronous and Asynchronous Training for Recommendation Model


May 23, 2022
Wenbo Su, Yuanxing Zhang, Yufeng Cai, Kaixu Ren, Pengjie Wang, Huimin Yi, Yue Song, Jing Chen, Hongbo Deng, Jian Xu, Lin Qu, Bo zheng


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APG: Adaptive Parameter Generation Network for Click-Through Rate Prediction


Mar 30, 2022
Bencheng Yan, Pengjie Wang, Kai Zhang, Feng Li, Jian Xu, Bo Zheng

* 13 pages 

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Asymptotically Unbiased Estimation for Delayed Feedback Modeling via Label Correction


Feb 15, 2022
Yu Chen, Jiaqi Jin, Hui Zhao, Pengjie Wang, Guojun Liu, Jian Xu, Bo Zheng

* This paper has been accepted by WWW 2022 

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Binary Code based Hash Embedding for Web-scale Applications


Aug 24, 2021
Bencheng Yan, Pengjie Wang, Jinquan Liu, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng

* CIKM 2021, 5 pages; The first two authors contributed equally to this work 

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Learning Effective and Efficient Embedding via an Adaptively-Masked Twins-based Layer


Aug 24, 2021
Bencheng Yan, Pengjie Wang, Kai Zhang, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng

* CIKM 2021, 5 pages; The first two authors contributed equally to this work 

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Explicit Semantic Cross Feature Learning via Pre-trained Graph Neural Networks for CTR Prediction


May 17, 2021
Feng Li, Bencheng Yan, Qingqing Long, Pengjie Wang, Wei Lin, Jian Xu, Bo Zheng

* SIGIR 2021, 5 pages; The first two authors contributed equally to this work; Pengjie Wang gave a lot of guidance in this work 

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Towards a Better Tradeoff between Effectiveness and Efficiency in Pre-Ranking: A Learnable Feature Selection based Approach


May 17, 2021
Xu Ma, Pengjie Wang, Hui Zhao, Shaoguo Liu, Chuhan Zhao, Wei Lin, Kuang-Chih Lee, Jian Xu, Bo Zheng


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Graph Intention Network for Click-through Rate Prediction in Sponsored Search


Mar 30, 2021
Feng Li, Zhenrui Chen, Pengjie Wang, Yi Ren, Di Zhang, Xiaoyu Zhu


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