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Xin Xin

School of Computer Science, Beijing Institute of Technology

GDSRec: Graph-Based Decentralized Collaborative Filtering for Social Recommendation


May 20, 2022
Jiajia Chen, Xin Xin, Xianfeng Liang, Xiangnan He, Jun Liu

* Accepted by IEEE Transactions on Knowledge and Data Engineering 

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Supervised Advantage Actor-Critic for Recommender Systems


Nov 05, 2021
Xin Xin, Alexandros Karatzoglou, Ioannis Arapakis, Joemon M. Jose

* 9 pages, 4 figures, In Proceedings of the 15th ACM International Conference on Web Search and Data Mining (WSDM '22), February 21-25, 2022, Phoenix, Arizona. arXiv admin note: text overlap with arXiv:2006.05779 

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Choosing the Best of Both Worlds: Diverse and Novel Recommendations through Multi-Objective Reinforcement Learning


Oct 28, 2021
Dusan Stamenkovic, Alexandros Karatzoglou, Ioannis Arapakis, Xin Xin, Kleomenis Katevas

* 9 pages, 4 figures, Proc. ACM WSDM, 2022 In Proceedings of the 15th ACM International Conference on Web Search and Data Mining (WSDM '22), February 21-25, 2022, Phoenix, Arizona 

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Extracting Attentive Social Temporal Excitation for Sequential Recommendation


Sep 28, 2021
Yunzhe Li, Yue Ding, Bo Chen, Xin Xin, Yule Wang, Yuxiang Shi, Ruiming Tang, Dong Wang

* Accepted by CIKM 2021 

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ICMT: Item Cluster-Wise Multi-Objective Training for Long-Tail Recommendation


Sep 27, 2021
Yule Wang, Xin Xin, Yue Ding, Dong Wang


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Probabilistic and Variational Recommendation Denoising


May 20, 2021
Yu Wang, Xin Xin, Zaiqiao Meng, Xiangnan He, Joemon Jose, Fuli Feng

* 13 pages, 17 figures 

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AutoDebias: Learning to Debias for Recommendation


May 10, 2021
Jiawei Chen, Hande Dong, Yang Qiu, Xiangnan He, Xin Xin, Liang Chen, Guli Lin, Keping Yang

* Accepted by SIGIR 2021 

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Graph Convolutional Embeddings for Recommender Systems


Mar 05, 2021
Paula Gómez Duran, Alexandros Karatzoglou, Jordi Vitrià, Xin Xin, Ioannis Arapakis

* 10 pages, 4 figures, SIGIR July 2021 

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Should Graph Convolution Trust Neighbors? A Simple Causal Inference Method


Oct 22, 2020
Fuli Feng, Weiran Huang, Xin Xin, Xiangnan He, Tat-Seng Chua


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Self-Supervised Reinforcement Learning for Recommender Systems


Jun 11, 2020
Xin Xin, Alexandros Karatzoglou, Ioannis Arapakis, Joemon M. Jose

* SIGIR2020 

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Graph Highway Networks


Apr 09, 2020
Xin Xin, Alexandros Karatzoglou, Ioannis Arapakis, Joemon M. Jose


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Generalized Embedding Machines for Recommender Systems


Feb 16, 2020
Enneng Yang, Xin Xin, Li Shen, Guibing Guo

* 8 pages 

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Relational Collaborative Filtering:Modeling Multiple Item Relations for Recommendation


May 11, 2019
Xin Xin, Xiangnan He, Yongfeng Zhang, Yongdong Zhang, Joemon Jose


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Pulsar Candidate Identification with Artificial Intelligence Techniques


Nov 27, 2017
Ping Guo, Fuqing Duan, Pei Wang, Yao Yao, Xin Xin

* arXiv admin note: text overlap with arXiv:1603.05166 by other authors 

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