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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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Vulnerability Analysis for Data Driven Pricing Schemes

Nov 18, 2019
Jingshi Cui, Haoxiang Wang, Chenye Wu, Yang Yu


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On Value Discrepancy of Imitation Learning

Nov 16, 2019
Tian Xu, Ziniu Li, Yang Yu


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Conductor Galloping Prediction on Imbalanced Datasets: SVM with Smart Sampling

Nov 09, 2019
Kui Wang, Jian Sun, Chenye Wu, Yang Yu


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Signal Combination for Language Identification

Nov 04, 2019
Shengye Wang, Li Wan, Yang Yu, Ignacio Lopez Moreno


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Hierarchic Neighbors Embedding

Sep 16, 2019
Shenglan Liu, Yang Yu, Yang Liu, Hong Qiao, Lin Feng, Jiashi Feng


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Out-of-Domain Detection for Low-Resource Text Classification Tasks

Aug 31, 2019
Ming Tan, Yang Yu, Haoyu Wang, Dakuo Wang, Saloni Potdar, Shiyu Chang, Mo Yu

* EMNLP 2019 

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