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Distributed Bootstrap for Simultaneous Inference Under High Dimensionality


Feb 19, 2021
Yang Yu, Shih-Kang Chao, Guang Cheng

* arXiv admin note: text overlap with arXiv:2002.08443 

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Self-supervised learning for fast and scalable time series hyper-parameter tuning


Feb 10, 2021
Peiyi Zhang, Xiaodong Jiang, Ginger M Holt, Nikolay Pavlovich Laptev, Caner Komurlu, Peng Gao, Yang Yu


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Derivative-Free Reinforcement Learning: A Review


Feb 10, 2021
Hong Qian, Yang Yu

* This article has been accepted by Frontiers of Computer Science in 2020 

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NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application


Feb 09, 2021
Chuhan Wu, Fangzhao Wu, Yang Yu, Tao Qi, Yongfeng Huang, Qi Liu


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Active millimeter wave three-dimensional scan real-time imaging mechanism with a line antenna array


Feb 08, 2021
Yang Yu, Lingbo Qiao, Yingxin Wang, Ziran Zhao


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NeoRL: A Near Real-World Benchmark for Offline Reinforcement Learning


Feb 08, 2021
Rongjun Qin, Songyi Gao, Xingyuan Zhang, Zhen Xu, Shengkai Huang, Zewen Li, Weinan Zhang, Yang Yu


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Near Real-World Benchmarks for Offline Reinforcement Learning


Feb 01, 2021
Rongjun Qin, Songyi Gao, Xingyuan Zhang, Zhen Xu, Shengkai Huang, Zewen Li, Weinan Zhang, Yang Yu


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Scale-free Network-based Differential Evolution


Jan 27, 2021
Yang Yu, Shangce Gao, MengChu Zhou, Yirui Wang, Zhenyu Lei, Tengfei Zhang, Jiahai Wang


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Interactive Search Based on Deep Reinforcement Learning


Dec 09, 2020
Yang Yu, Zhenhao Gu, Rong Tao, Jingtian Ge, Kenglun Chang


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Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Embeddings and the Implications to Representation Learning


Dec 03, 2020
Wei Zhang, Murray Campbell, Yang Yu, Sadhana Kumaravel

* Accepted to AAAI 2021 

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OrgMining 2.0: A Novel Framework for Organizational Model Mining from Event Logs


Nov 26, 2020
Jing Yang, Chun Ouyang, Wil M. P. van der Aalst, Arthur H. M. ter Hofstede, Yang Yu

* Manuscript initially submitted for review on 13/5/2020 with 38 pages, 10 figures, 11 tables 

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Angular Embedding: A New Angular Robust Principal Component Analysis


Nov 22, 2020
Shenglan Liu, Yang Yu


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RetroXpert: Decompose Retrosynthesis Prediction like a Chemist


Nov 04, 2020
Chaochao Yan, Qianggang Ding, Peilin Zhao, Shuangjia Zheng, Jinyu Yang, Yang Yu, Junzhou Huang

* 17 pages, to appear in NeurIPS 2020 

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Mining Generalized Features for Detecting AI-Manipulated Fake Faces


Oct 27, 2020
Yang Yu, Rongrong Ni, Yao Zhao

* 14 pages, 9 figures. This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Error Bounds of Imitating Policies and Environments


Oct 22, 2020
Tian Xu, Ziniu Li, Yang Yu

* Appears in NeurIPS 2020 

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Difference-in-Differences: Bridging Normalization and Disentanglement in PG-GAN


Oct 16, 2020
Xiao Liu, Jiajie Zhang, Siting Li, Zuotong Wu, Yang Yu


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TurboTransformers: An Efficient GPU Serving System For Transformer Models


Oct 09, 2020
Jiarui Fang, Yang Yu, Chengduo Zhao, Jie Zhou


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Reinforced Epidemic Control: Saving Both Lives and Economy


Aug 04, 2020
Sirui Song, Zefang Zong, Yong Li, Xue Liu, Yang Yu

* Accepted by KDD'20 "AI For Covid-19" Initiative 

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QPLEX: Duplex Dueling Multi-Agent Q-Learning


Aug 03, 2020
Jianhao Wang, Zhizhou Ren, Terry Liu, Yang Yu, Chongjie Zhang


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Local Neighbor Propagation Embedding


Jun 29, 2020
Shenglan Liu, Yang Yu


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Hercules: An Autonomous Logistic Vehicle for Contact-less Goods Transportation During the COVID-19 Outbreak


Apr 16, 2020
Tianyu Liu, Qinghai Liao, Lu Gan, Fulong Ma, Jie Cheng, Xupeng Xie, Zhe Wang, Yingbing Chen, Yilong Zhu, Shuyang Zhang, Zhengyong Chen, Yang Liu, Yang Yu, Zitong Guo, Guang Li, Peidong Yuan, Dong Han, Yuying Chen, Haoyang Ye, Jianhao Jiao, Peng Yun, Zhenhua Xu, Hengli Wang, Huaiyang Huang, Sukai Wang, Peide Cai, Yuxiang Sun, Yandong Liu, Lujia Wang, Ming Liu


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Validation Set Evaluation can be Wrong: An Evaluator-Generator Approach for Maximizing Online Performance of Ranking in E-commerce


Mar 27, 2020
Guangda Huzhang, Zhen-Jia Pang, Yongqing Gao, Wen-Ji Zhou, Qing Da, An-Xiang Zeng, Yang Yu


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Beyond the Ground-Truth: An Evaluator-Generator Framework for Group-wise Learning-to-Rank in E-Commerce


Mar 25, 2020
Guangda Huzhang, Zhen-Jia Pang, Yongqing Gao, Wen-Ji Zhou, Qing Da, An-Xiang Zeng, Yang Yu


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Novelty-Prepared Few-Shot Classification


Mar 01, 2020
Chao Wang, Ruo-Ze Liu, Han-Jia Ye, Yang Yu


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Simultaneous Inference for Massive Data: Distributed Bootstrap


Feb 19, 2020
Yang Yu, Shih-Kang Chao, Guang Cheng


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Residual Bootstrap Exploration for Bandit Algorithms


Feb 19, 2020
Chi-Hua Wang, Yang Yu, Botao Hao, Guang Cheng

* The first two authors contributed equally 

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Temporal-adaptive Hierarchical Reinforcement Learning


Feb 06, 2020
Wen-Ji Zhou, Yang Yu


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Robust Data-driven Profile-based Pricing Schemes


Dec 12, 2019
Jingshi Cui, Haoxiang Wang, Chenye Wu, Yang Yu


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A Data-driven Storage Control Framework for Dynamic Pricing


Dec 01, 2019
Jiaman Wu, Zhiqi Wang, Chenye Wu, Kui Wang, Yang Yu

* arXiv admin note: text overlap with arXiv:1911.06963 

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Improving Fictitious Play Reinforcement Learning with Expanding Models


Nov 28, 2019
Rong-Jun Qin, Jing-Cheng Pang, Yang Yu


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