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Edge-Cloud Polarization and Collaboration: A Comprehensive Survey


Nov 12, 2021
Jiangchao Yao, Shengyu Zhang, Yang Yao, Feng Wang, Jianxin Ma, Jianwei Zhang, Yunfei Chu, Luo Ji, Kunyang Jia, Tao Shen, Anpeng Wu, Fengda Zhang, Ziqi Tan, Kun Kuang, Chao Wu, Fei Wu, Jingren Zhou, Hongxia Yang

* 20 pages. Under Submission. arXiv admin note: text overlap with arXiv:2103.13630 by other authors 

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Click-through Rate Prediction with Auto-Quantized Contrastive Learning


Sep 27, 2021
Yujie Pan, Jiangchao Yao, Bo Han, Kunyang Jia, Ya Zhang, Hongxia Yang


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Dynamic Sequential Graph Learning for Click-Through Rate Prediction


Sep 26, 2021
Yunfei Chu, Xiaofu Chang, Kunyang Jia, Jingzhen Zhou, Hongxia Yang


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MC$^2$-SF: Slow-Fast Learning for Mobile-Cloud Collaborative Recommendation


Sep 25, 2021
Zeyuan Chen, Jiangchao Yao, Feng Wang, Kunyang Jia, Bo Han, Wei Zhang, Hongxia Yang


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Inductive Granger Causal Modeling for Multivariate Time Series


Feb 10, 2021
Yunfei Chu, Xiaowei Wang, Jianxin Ma, Kunyang Jia, Jingren Zhou, Hongxia Yang

* 6 pages, 6 figures 

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Bayes EMbedding (BEM): Refining Representation by Integrating Knowledge Graphs and Behavior-specific Networks


Aug 28, 2019
Yuting Ye, Xuwu Wang, Jiangchao Yao, Kunyang Jia, Jingren Zhou, Yanghua Xiao, Hongxia Yang

* 25 pages, 5 figures, 10 tables. CIKM 2019 

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