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BARS: Towards Open Benchmarking for Recommender Systems


Jun 01, 2022
Jieming Zhu, Quanyu Dai, Liangcai Su, Rong Ma, Jinyang Liu, Guohao Cai, Xi Xiao, Rui Zhang

* Author's draft version. BARS benchmark available at https://openbenchmark.github.io 

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


Apr 24, 2022
Guohao Cai, Jieming Zhu, Quanyu Dai, Zhenhua Dong, Xiuqiang He, Ruiming Tang, Rui Zhang

* Accepted by SIGIR 2022 

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Unbiased Top-k Learning to Rank with Causal Likelihood Decomposition


Apr 02, 2022
Haiyuan Zhao, Jun Xu, Xiao Zhang, Guohao Cai, Zhenhua Dong, Ji-Rong Wen


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PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation


Mar 23, 2022
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


Jan 16, 2022
Mengyue Yang, Guohao Cai, Furui Liu, Zhenhua Dong, Xiuqiang He, Jianye Hao, Jun Wang, Xu Chen


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Non-invasive Self-attention for Side Information Fusion in Sequential Recommendation


Mar 05, 2021
Chang Liu, Xiaoguang Li, Guohao Cai, Zhenhua Dong, Hong Zhu, Lifeng Shang

* Accepted at AAAI 2021 

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