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SceneRec: Scene-Based Graph Neural Networks for Recommender Systems


Feb 12, 2021
Gang Wang, Ziyi Guo, Xiang Li, Dawei Yin, Shuai Ma


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CASS: Towards Building a Social-Support Chatbot for Online Health Community


Feb 04, 2021
Liuping Wang, Dakuo Wang, Feng Tian, Zhenhui Peng, Xiangmin Fan, Zhan Zhang, Shuai Ma, Mo Yu, Xiaojuan Ma, Hongan Wang


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CodeBLEU: a Method for Automatic Evaluation of Code Synthesis


Sep 27, 2020
Shuo Ren, Daya Guo, Shuai Lu, Long Zhou, Shujie Liu, Duyu Tang, Neel Sundaresan, Ming Zhou, Ambrosio Blanco, Shuai Ma

* 8 pages, 6 figures 

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Explicit Cross-lingual Pre-training for Unsupervised Machine Translation


Aug 31, 2019
Shuo Ren, Yu Wu, Shujie Liu, Ming Zhou, Shuai Ma

* Accepted to EMNLP2019; 10 pages, 2 figures 

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A Scheme for Dynamic Risk-Sensitive Sequential Decision Making


Jul 09, 2019
Shuai Ma, Jia Yuan Yu, Ahmet Satir

* 20 pages, 3 figures 

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Variance-Based Risk Estimations in Markov Processes via Transformation with State Lumping


Jul 09, 2019
Shuai Ma, Jia Yuan Yu

* 7 pages, 7 figures, SMC 2019 accepted. arXiv admin note: text overlap with arXiv:1907.04269 

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Signal Demodulation with Machine Learning Methods for Physical Layer Visible Light Communications: Prototype Platform, Open Dataset and Algorithms


Mar 13, 2019
Shuai Ma, Jiahui Dai, Songtao Lu, Hang Li, Han Zhang, Chun Du, Shiyin Li


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Deep Learning for Signal Demodulation in Physical Layer Wireless Communications: Prototype Platform, Open Dataset, and Analytics


Mar 08, 2019
Hongmei Wang, Zhenzhen Wu, Shuai Ma, Songtao Lu, Han Zhang, Guoru Ding, Shiyin Li


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Unsupervised Neural Machine Translation with SMT as Posterior Regularization


Jan 14, 2019
Shuo Ren, Zhirui Zhang, Shujie Liu, Ming Zhou, Shuai Ma

* To be presented at AAAI 2019; 9 pages, 4 figures 

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Triangular Architecture for Rare Language Translation


Jul 11, 2018
Shuo Ren, Wenhu Chen, Shujie Liu, Mu Li, Ming Zhou, Shuai Ma

* Accepted to ACL 2018, 10 pages, 5 figures, 5 tables (with 5-5-5-5 high score) 

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Distribution Estimation in Discounted MDPs via a Transformation


Apr 16, 2018
Shuai Ma, Jia Yuan Yu


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Effect of Reward Function Choices in MDPs with Value-at-Risk


Feb 27, 2017
Shuai Ma, Jia Yuan Yu

* 23 pages, 5 figures 

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