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Geometric Interaction Augmented Graph Collaborative Filtering


Aug 02, 2022
Yiding Zhang, Chaozhuo Li, Senzhang Wang, Jianxun Lian, Xing Xie


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Negative Sampling for Contrastive Representation Learning: A Review


Jun 01, 2022
Lanling Xu, Jianxun Lian, Wayne Xin Zhao, Ming Gong, Linjun Shou, Daxin Jiang, Xing Xie, Ji-Rong Wen

* 6 pages 

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Ada-Ranker: A Data Distribution Adaptive Ranking Paradigm for Sequential Recommendation


May 22, 2022
Xinyan Fan, Jianxun Lian, Wayne Xin Zhao, Zheng Liu, Chaozhuo Li, Xing Xie

* 12 pages 

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A Mutually Reinforced Framework for Pretrained Sentence Embeddings


Feb 28, 2022
Junhan Yang, Zheng Liu, Shitao Xiao, Jianxun Lian, Lijun Wu, Defu Lian, Guangzhong Sun, Xing Xie


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Show Me the Whole World: Towards Entire Item Space Exploration for Interactive Personalized Recommendations


Oct 19, 2021
Yu Song, Jianxun Lian, Shuai Sun, Hong Huang, Yu Li, Hai Jin, Xing Xie

* WSDM 2022 

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Hybrid Encoder: Towards Efficient and Precise Native AdsRecommendation via Hybrid Transformer Encoding Networks


Apr 22, 2021
Junhan Yang, Zheng Liu, Bowen Jin, Jianxun Lian, Defu Lian, Akshay Soni, Eun Yong Kang, Yajun Wang, Guangzhong Sun, Xing Xie


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Multi-Interest-Aware User Modeling for Large-Scale Sequential Recommendations


Mar 04, 2021
Jianxun Lian, Iyad Batal, Zheng Liu, Akshay Soni, Eun Yong Kang, Yajun Wang, Xing Xie


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Self-supervised Graph Learning for Recommendation


Oct 21, 2020
Jiancan Wu, Xiang Wang, Fuli Feng, Xiangnan He, Liang Chen, Jianxun Lian, Xing Xie

* 11 pages, 7 pages, 5 tables 

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Graph Convolution Machine for Context-aware Recommender System


Jan 30, 2020
Jiancan Wu, Xiangnan He, Xiang Wang, Qifan Wang, Weijian Chen, Jianxun Lian, Xing Xie, Yongdong Zhang


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