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Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning


Jun 15, 2022
Xiaoteng Ma , Shuai Ma , Li Xia , Qianchuan Zhao


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TraceNet: Tracing and Locating the Key Elements in Sentiment Analysis


Feb 28, 2022
Qinghua Zhao , Shuai Ma


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KESA: A Knowledge Enhanced Approach For Sentiment Analysis


Feb 24, 2022
Qinghua Zhao , Shuai Ma , Shuo Ren


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Spectral and Energy Efficiency of DCO-OFDM in Visible Light Communication Systems with Finite-Alphabet Inputs


Feb 02, 2022
Ruixin Yang , Shuai Ma , Zihan Xu , Hang Li , Xiaodong Liu , Xintong Ling , Xiong Deng , Xun Zhang , Shiyin Li

* IEEE Transactions on Wireless Communications 
* 14 pages, 14 figures, accepted by IEEE Transactions on Wireless Communications 

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A unified algorithm framework for mean-variance optimization in discounted Markov decision processes


Jan 15, 2022
Shuai Ma , Xiaoteng Ma , Li Xia


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D-HAN: Dynamic News Recommendation with Hierarchical Attention Network


Dec 19, 2021
Qinghua Zhao , Xu Chen , Hui Zhang , Shuai Ma


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Optimal Discrete Constellation Inputs for Aggregated LiFi-WiFi Networks


Nov 04, 2021
Shuai Ma , Fan Zhang , Songtao Lu , Hang Li , Ruixin Yang , Sihua Shao , Jiaheng Wang , Shiyin Li

* 14 pages, 13 figures, accepted by IEEE Transactions on Wireless Communications 

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Covert Beamforming Design for Intelligent Reflecting Surface Assisted IoT Networks


Sep 01, 2021
Shuai Ma , Yunqi Zhang , Hang Li , Junchang Sun , Jia Shi , Han Zhang , Chao Shen , Shiyin Li

* arXiv admin note: text overlap with arXiv:2103.16786 

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Spectral and Energy Efficiency of ACO-OFDM in Visible Light Communication Systems


Aug 31, 2021
Shuai Ma , Ruixin Yang , Xiong Deng , Xintong Ling , Xun Zhang , Fuhui Zhou , Shiyin Li , Derrick Wing Kwan Ng

* 14 pages, 10 figures, accepted by IEEE Trans. Wireless Commun 

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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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