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KuaiRand: An Unbiased Sequential Recommendation Dataset with Randomly Exposed Videos


Aug 23, 2022
Chongming Gao, Shijun Li, Yuan Zhang, Jiawei Chen, Biao Li, Wenqiang Lei, Peng Jiang, Xiangnan He

* CIKM '22 Resource Paper. Dataset Webpage: https://kuairand.com 

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Real-time Short Video Recommendation on Mobile Devices


Aug 20, 2022
Xudong Gong, Qinlin Feng, Yuan Zhang, Jiangling Qin, Weijie Ding, Biao Li, Peng Jiang

* Accepted by CIKM 2022, 10 pages 

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The Neural-Prediction based Acceleration Algorithm of Column Generation for Graph-Based Set Covering Problems


Jul 12, 2022
Haofeng Yuan, Peng Jiang, Shiji Song

* 6 pages, 6 figures, IEEE SMC 2022 

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Contrastive Learning of Features between Images and LiDAR


Jun 24, 2022
Peng Jiang, Srikanth Saripalli

* accepted in CASE2022 

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Deconfounding Duration Bias in Watch-time Prediction for Video Recommendation


Jun 13, 2022
Ruohan Zhan, Changhua Pei, Qiang Su, Jianfeng Wen, Xueliang Wang, Guanyu Mu, Dong Zheng, Peng Jiang

* 10 pages 

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Feature-aware Diversified Re-ranking with Disentangled Representations for Relevant Recommendation


Jun 10, 2022
Zihan Lin, Hui Wang, Jingshu Mao, Wayne Xin Zhao, Cheng Wang, Peng Jiang, Ji-Rong Wen

* 10 pages, 5 figures, Accepted by SIGKDD 2022 Applied Data Science Track 

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ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor


Jun 01, 2022
Wanqi Xue, Qingpeng Cai, Ruohan Zhan, Dong Zheng, Peng Jiang, Bo An


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SFE-AI at SemEval-2022 Task 11: Low-Resource Named Entity Recognition using Large Pre-trained Language Models


May 29, 2022
Changyu Hou, Jun Wang, Yixuan Qiao, Peng Jiang, Peng Gao, Guotong Xie, Qizhi Lin, Xiaopeng Wang, Xiandi Jiang, Benqi Wang, Qifeng Xiao


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Constrained Reinforcement Learning for Short Video Recommendation


May 26, 2022
Qingpeng Cai, Ruohan Zhan, Chi Zhang, Jie Zheng, Guangwei Ding, Pinghua Gong, Dong Zheng, Peng Jiang


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