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Online Multi-horizon Transaction Metric Estimation with Multi-modal Learning in Payment Networks


Sep 22, 2021
Chin-Chia Michael Yeh, Zhongfang Zhuang, Junpeng Wang, Yan Zheng, Javid Ebrahimi, Ryan Mercer, Liang Wang, Wei Zhang

* 10 pages 

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HyAR: Addressing Discrete-Continuous Action Reinforcement Learning via Hybrid Action Representation


Sep 12, 2021
Boyan Li, Hongyao Tang, Yan Zheng, Jianye Hao, Pengyi Li, Zhen Wang, Zhaopeng Meng, Li Wang

* 15 pages, preprint 

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Towards Book Cover Design via Layout Graphs


May 24, 2021
Wensheng Zhang, Yan Zheng, Taiga Miyazono, Seiichi Uchida, Brian Kenji Iwana


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VERB: Visualizing and Interpreting Bias Mitigation Techniques for Word Representations


Apr 06, 2021
Archit Rathore, Sunipa Dev, Jeff M. Phillips, Vivek Srikumar, Yan Zheng, Chin-Chia Michael Yeh, Junpeng Wang, Wei Zhang, Bei Wang

* 11 pages 

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Merchant Category Identification Using Credit Card Transactions


Nov 05, 2020
Chin-Chia Michael Yeh, Zhongfang Zhuang, Yan Zheng, Liang Wang, Junpeng Wang, Wei Zhang

* 9 pages 

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Towards a Flexible Embedding Learning Framework


Sep 23, 2020
Chin-Chia Michael Yeh, Dhruv Gelda, Zhongfang Zhuang, Yan Zheng, Liang Gou, Wei Zhang

* 10 pages 

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Continuous Multiagent Control using Collective Behavior Entropy for Large-Scale Home Energy Management


May 14, 2020
Jianwen Sun, Yan Zheng, Jianye Hao, Zhaopeng Meng, Yang Liu


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Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning


May 14, 2020
Jianwen Sun, Tianwei Zhang, Xiaofei Xie, Lei Ma, Yan Zheng, Kangjie Chen, Yang Liu


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KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge


Feb 18, 2020
Peng Zhang, Jianye Hao, Weixun Wang, Hongyao Tang, Yi Ma, Yihai Duan, Yan Zheng


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Diverse Behavior Is What Game AI Needs: Generating Varied Human-Like Playing Styles Using Evolutionary Multi-Objective Deep Reinforcement Learning


Oct 20, 2019
Yan Zheng, Ruimin Shen, Jianye Hao, Yinfeng Chen, Changjie Fan


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Feature Detection and Attenuation in Embeddings


Oct 13, 2019
Yuwei Wang, Yan Zheng, Yanqing Peng, Wei Zhang, Feifei Li


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Gradient Boosting Survival Tree with Applications in Credit Scoring


Aug 12, 2019
Miaojun Bai, Yan Zheng, Yun Shen

* 15 pages, 5 figures 

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Semantic Part Detection via Matching: Learning to Generalize to Novel Viewpoints from Limited Training Data


Nov 28, 2018
Yutong Bai, Qing Liu, Lingxi Xie, Yan Zheng, Weichao Qiu, Alan Yuille


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Hierarchical Deep Multiagent Reinforcement Learning


Sep 25, 2018
Hongyao Tang, Jianye Hao, Tangjie Lv, Yingfeng Chen, Zongzhang Zhang, Hangtian Jia, Chunxu Ren, Yan Zheng, Changjie Fan, Li Wang


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Weighted Double Deep Multiagent Reinforcement Learning in Stochastic Cooperative Environments


Apr 14, 2018
Yan Zheng, Jianye Hao, Zongzhang Zhang

* 8 pages, 7 figures 

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Interactive Deep Colorization With Simultaneous Global and Local Inputs


Jan 27, 2018
Yi Xiao, Peiyao Zhou, Yan Zheng


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Joint convolutional neural pyramid for depth map super-resolution


Jan 03, 2018
Yi Xiao, Xiang Cao, Xianyi Zhu, Renzhi Yang, Yan Zheng


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Coresets for Kernel Regression


May 31, 2017
Yan Zheng, Jeff M. Phillips

* 11 pages, 20 figures 

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Subsampling in Smoothed Range Spaces


Oct 30, 2015
Jeff M. Phillips, Yan Zheng

* This is the full version of the paper which appeared in ALT 2015. 16 pages, 3 figures. In Algorithmic Learning Theory, pp. 224-238. Springer International Publishing, 2015 

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