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Improve Transformer Pre-Training with Decoupled Directional Relative Position Encoding and Representation Differentiations


Oct 09, 2022
Haojie Zhang, Mingfei Liang, Ruobing Xie, Zhenlong Sun, Bo Zhang, Leyu Lin


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Reweighting Clicks with Dwell Time in Recommendation


Sep 19, 2022
Ruobing Xie, Lin Ma, Shaoliang Zhang, Feng Xia, Leyu Lin

* 5 pages, under review 

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UFNRec: Utilizing False Negative Samples for Sequential Recommendation


Aug 08, 2022
Xiaoyang Liu, Chong Liu, Pinzheng Wang, Rongqin Zheng, Lixin Zhang, Leyu Lin, Zhijun Chen, Liangliang Fu


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Multi-granularity Item-based Contrastive Recommendation


Jul 04, 2022
Ruobing Xie, Zhijie Qiu, Bo Zhang, Leyu Lin

* 16 pages, under review 

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Prompt Tuning for Discriminative Pre-trained Language Models


May 23, 2022
Yuan Yao, Bowen Dong, Ao Zhang, Zhengyan Zhang, Ruobing Xie, Zhiyuan Liu, Leyu Lin, Maosong Sun, Jianyong Wang

* Accepted by Findings of ACL 2022 

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Personalized Prompts for Sequential Recommendation


May 19, 2022
Yiqing Wu, Ruobing Xie, Yongchun Zhu, Fuzhen Zhuang, Xu Zhang, Leyu Lin, Qing He


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Selective Fairness in Recommendation via Prompts


May 10, 2022
Yiqing Wu, Ruobing Xie, Yongchun Zhu, Fuzhen Zhuang, Xiang Ao, Xu Zhang, Leyu Lin, Qing He


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Multi-view Multi-behavior Contrastive Learning in Recommendation


Mar 20, 2022
Yiqing Wu, Ruobing Xie, Yongchun Zhu, Xiang Ao, Xin Chen, Xu Zhang, Fuzhen Zhuang, Leyu Lin, Qing He

* DASFAA 2022 Main Conference Long Paper 

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C$^2$-Rec: An Effective Consistency Constraint for Sequential Recommendation


Dec 13, 2021
Chong Liu, Xiaoyang Liu, Rongqin Zheng, Lixin Zhang, Xiaobo Liang, Juntao Li, Lijun Wu, Min Zhang, Leyu Lin


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Contrastive Cross-domain Recommendation in Matching


Dec 02, 2021
Ruobing Xie, Qi Liu, Liangdong Wang, Shukai Liu, Bo Zhang, Leyu Lin

* 10 pages, under review 

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