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A Bird's-eye View of Reranking: from List Level to Page Level


Nov 17, 2022
Yunjia Xi, Jianghao Lin, Weiwen Liu, Xinyi Dai, Weinan Zhang, Rui Zhang, Ruiming Tang, Yong Yu

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* WSDM 2023. More readable and full version 

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Intent-aware Multi-source Contrastive Alignment for Tag-enhanced Recommendation


Nov 11, 2022
Haolun Wu, Yingxue Zhang, Chen Ma, Wei Guo, Ruiming Tang, Xue Liu, Mark Coates

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* 14 pages, 9 figures, 3 tables 

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Disentangling Past-Future Modeling in Sequential Recommendation via Dual Networks


Oct 26, 2022
Hengyu Zhang, Enming Yuan, Wei Guo, Zhicheng He, Jiarui Qin, Huifeng Guo, Bo Chen, Xiu Li, Ruiming Tang

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* Accept by CIKM 2022 

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IntTower: the Next Generation of Two-Tower Model for Pre-Ranking System


Oct 18, 2022
Xiangyang Li, Bo Chen, HuiFeng Guo, Jingjie Li, Chenxu Zhu, Xiang Long, Sujian Li, Yichao Wang, Wei Guo, Longxia Mao, Jinxing Liu, Zhenhua Dong, Ruiming Tang

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* Accept by CIKM 2022 & DLP-KDD best paper 

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A Brief History of Recommender Systems


Sep 05, 2022
Zhenhua Dong, Zhe Wang, Jun Xu, Ruiming Tang, Jirong Wen

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* DLP-KDD 2022 

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Task Aligned Meta-learning based Augmented Graph for Cold-Start Recommendation


Aug 11, 2022
Yuxiang Shi, Yue Ding, Bo Chen, Yuyang Huang, Ruiming Tang, Dong Wang

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OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction


Aug 09, 2022
Fuyuan Lyu, Xing Tang, Hong Zhu, Huifeng Guo, Yingxue Zhang, Ruiming Tang, Xue Liu

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* Accepted by CIKM 2022 Research Track 

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Coarse-to-Fine Knowledge-Enhanced Multi-Interest Learning Framework for Multi-Behavior Recommendation


Aug 05, 2022
Chang Meng, Ziqi Zhao, Wei Guo, Yingxue Zhang, Haolun Wu, Chen Gao, Dong Li, Xiu Li, Ruiming Tang

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* The self-attention mechanism should be contained in FBC and SRR is a part of CIE, but we does not do this in our previous code implementation, thus we redid the experiment and updated the experimental results, and tested the significance of the ablation experiment. Besides, we corrected some of the experimental details 

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Adapting Triplet Importance of Implicit Feedback for Personalized Recommendation


Aug 05, 2022
Haolun Wu, Chen Ma, Yingxue Zhang, Xue Liu, Ruiming Tang, Mark Coates

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* 11 pages, 7 figures 

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A Graph-Enhanced Click Model for Web Search


Jun 17, 2022
Jianghao Lin, Weiwen Liu, Xinyi Dai, Weinan Zhang, Shuai Li, Ruiming Tang, Xiuqiang He, Jianye Hao, Yong Yu

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* 10 pages; Accepted by SIGIR 2021 

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