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A Graph-Enhanced Click Model for Web Search



Jianghao Lin , Weiwen Liu , Xinyi Dai , Weinan Zhang , Shuai Li , Ruiming Tang , Xiuqiang He , Jianye Hao , Yong Yu

* 10 pages; Accepted by SIGIR 2021 

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Regularization Penalty Optimization for Addressing Data Quality Variance in OoD Algorithms



Runpeng Yu , Hong Zhu , Kaican Li , Lanqing Hong , Rui Zhang , Nanyang Ye , Shao-Lun Huang , Xiuqiang He


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ReLoop: A Self-Correction Continual Learning Loop for Recommender Systems



Guohao Cai , Jieming Zhu , Quanyu Dai , Zhenhua Dong , Xiuqiang He , Ruiming Tang , Rui Zhang

* Accepted by SIGIR 2022 

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Contrastive Learning with Positive-Negative Frame Mask for Music Representation



Dong Yao , Zhou Zhao , Shengyu Zhang , Jieming Zhu , Yudong Zhu , Rui Zhang , Xiuqiang He

* Accepted by WWW2022 

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PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation



Yi Li , Jieming Zhu , Weiwen Liu , Liangcai Su , Guohao Cai , Qi Zhang , Ruiming Tang , Xi Xiao , Xiuqiang He

* Accepted by WWW 2022 

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Debiased Recommendation with User Feature Balancing



Mengyue Yang , Guohao Cai , Furui Liu , Zhenhua Dong , Xiuqiang He , Jianye Hao , Jun Wang , Xu Chen


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Towards Low-loss 1-bit Quantization of User-item Representations for Top-K Recommendation



Yankai Chen , Yifei Zhang , Yingxue Zhang , Huifeng Guo , Jingjie Li , Ruiming Tang , Xiuqiang He , Irwin King


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MISS: Multi-Interest Self-Supervised Learning Framework for Click-Through Rate Prediction



Wei Guo , Can Zhang , Zhicheng He , Jiarui Qin , Huifeng Guo , Bo Chen , Ruiming Tang , Xiuqiang He , Rui Zhang

* Accepted by ICDE2022 

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QA4PRF: A Question Answering based Framework for Pseudo Relevance Feedback



Handong Ma , Jiawei Hou , Chenxu Zhu , Weinan Zhang , Ruiming Tang , Jincai Lai , Jieming Zhu , Xiuqiang He , Yong Yu

* accepted by Access 

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AIM: Automatic Interaction Machine for Click-Through Rate Prediction



Chenxu Zhu , Bo Chen , Weinan Zhang , Jincai Lai , Ruiming Tang , Xiuqiang He , Zhenguo Li , Yong Yu

* 14 pages. arXiv admin note: text overlap with arXiv:2003.11235 

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