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Towards Understanding the Overfitting Phenomenon of Deep Click-Through Rate Prediction Models


Sep 04, 2022
Zhao-Yu Zhang, Xiang-Rong Sheng, Yujing Zhang, Biye Jiang, Shuguang Han, Hongbo Deng, Bo Zheng

* Accepted by CIKM2022 

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Personalized Inter-Task Contrastive Learning for CTR&CVR Joint Estimation


Aug 29, 2022
Zihan Lin, Xuanhua Yang, Shaoguo Liu, Xiaoyu Peng, Wayne Xin Zhao, Liang Wang, Bo Zheng

* 8 pages, 4 figures 

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KEEP: An Industrial Pre-Training Framework for Online Recommendation via Knowledge Extraction and Plugging


Aug 22, 2022
Yujing Zhang, Zhangming Chan, Shuhao Xu, Weijie Bian, Shuguang Han, Hongbo Deng, Bo Zheng

* Accepted at CIKM 2022, 10 pages. Yujing Zhang and Zhangming Chan contributed equally to this work 

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Joint Optimization of Ranking and Calibration with Contextualized Hybrid Model


Aug 12, 2022
Xiang-Rong Sheng, Jingyue Gao, Yueyao Cheng, Siran Yang, Shuguang Han, Hongbo Deng, Yuning Jiang, Jian Xu, Bo Zheng


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AdaSparse: Learning Adaptively Sparse Structures for Multi-Domain Click-Through Rate Prediction


Jul 01, 2022
Xuanhua Yang, Xiaoyu Peng, Penghui Wei, Shaoguo Liu, Liang Wang, Bo Zheng


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ROI-Constrained Bidding via Curriculum-Guided Bayesian Reinforcement Learning


Jun 23, 2022
Haozhe Wang, Chao Du, Panyan Fang, Shuo Yuan, Xuming He, Liang Wang, Bo Zheng

* Accepted by SIGKDD 2022 

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Adaptive Domain Interest Network for Multi-domain Recommendation


Jun 20, 2022
Yuchen Jiang, Qi Li, Han Zhu, Jinbei Yu, Jin Li, Ziru Xu, Huihui Dong, Bo Zheng

* 10 pages 

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Towards Personalized Bundle Creative Generation with Contrastive Non-Autoregressive Decoding


Jun 09, 2022
Penghui Wei, Shaoguo Liu, Xuanhua Yang, Liang Wang, Bo Zheng

* SIGIR 2022 (short) 

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Learning Disentangled Representations for Counterfactual Regression via Mutual Information Minimization


Jun 02, 2022
Mingyuan Cheng, Xinru Liao, Quan Liu, Bin Ma, Jian Xu, Bo Zheng


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