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RecBole 2.0: Towards a More Up-to-Date Recommendation Library


Jun 16, 2022
Wayne Xin Zhao, Yupeng Hou, Xingyu Pan, Chen Yang, Zeyu Zhang, Zihan Lin, Jingsen Zhang, Shuqing Bian, Jiakai Tang, Wenqi Sun, Yushuo Chen, Lanling Xu, Gaowei Zhang, Zhen Tian, Changxin Tian, Shanlei Mu, Xinyan Fan, Xu Chen, Ji-Rong Wen

* A new version of recommendation toolkit -- RecBole 

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Towards Universal Sequence Representation Learning for Recommender Systems


Jun 13, 2022
Yupeng Hou, Shanlei Mu, Wayne Xin Zhao, Yaliang Li, Bolin Ding, Ji-Rong Wen

* Accepted by KDD 2022 Research Track 

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ID-Agnostic User Behavior Pre-training for Sequential Recommendation


Jun 06, 2022
Shanlei Mu, Yupeng Hou, Wayne Xin Zhao, Yaliang Li, Bolin Ding

* 5 pages, 3 figures 

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CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space


Apr 23, 2022
Yupeng Hou, Binbin Hu, Zhiqiang Zhang, Wayne Xin Zhao

* Accepted by SIGIR 2022 

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Leveraging Search History for Improving Person-Job Fit


Mar 27, 2022
Yupeng Hou, Xingyu Pan, Wayne Xin Zhao, Shuqing Bian, Yang Song, Tao Zhang, Ji-Rong Wen

* Accepted by DASFAA 2022 

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Neural Graph Matching for Pre-training Graph Neural Networks


Mar 03, 2022
Yupeng Hou, Binbin Hu, Wayne Xin Zhao, Zhiqiang Zhang, Jun Zhou, Ji-Rong Wen

* Accepted by SDM 2022 

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Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning


Feb 15, 2022
Zihan Lin, Changxin Tian, Yupeng Hou, Wayne Xin Zhao

* 10 pages, 6 figures. Accepted by TheWebConf 2022 

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Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network


Sep 25, 2020
Shuqing Bian, Xu Chen, Wayne Xin Zhao, Kun Zhou, Yupeng Hou, Yang Song, Tao Zhang, Ji-Rong Wen

* CIKM 2020 

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