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A framework for massive scale personalized promotion


Aug 27, 2021
Yitao Shen, Yue Wang, Xingyu Lu, Feng Qi, Jia Yan, Yixiang Mu, Yao Yang, YiFan Peng, Jinjie Gu


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Node Proximity Is All You Need: Unified Structural and Positional Node and Graph Embedding


Feb 26, 2021
Jing Zhu, Xingyu Lu, Mark Heimann, Danai Koutra

* SDM 2021 

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Active Deep Learning on Entity Resolution by Risk Sampling


Dec 23, 2020
Youcef Nafa, Qun Chen, Zhaoqiang Chen, Xingyu Lu, Haiyang He, Tianyi Duan, Zhanhuai Li

* 13 pages, 6 figures 

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Dynamics Generalization via Information Bottleneck in Deep Reinforcement Learning


Aug 03, 2020
Xingyu Lu, Kimin Lee, Pieter Abbeel, Stas Tiomkin

* 16 pages 

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Predictive Coding for Boosting Deep Reinforcement Learning with Sparse Rewards


Dec 21, 2019
Xingyu Lu, Stas Tiomkin, Pieter Abbeel


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Why Does Hierarchy (Sometimes) Work So Well in Reinforcement Learning?


Sep 23, 2019
Ofir Nachum, Haoran Tang, Xingyu Lu, Shixiang Gu, Honglak Lee, Sergey Levine


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