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Cooperative Multi-Agent Reinforcement Learning Based Distributed Dynamic Spectrum Access in Cognitive Radio Networks


Jun 17, 2021
Xiang Tan, Li Zhou, Haijun Wang, Yuli Sun, Haitao Zhao, Boon-Chong Seet, Jibo Wei, Victor C. M. Leung


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Scalable Power Control/Beamforming in Heterogeneous Wireless Networks with Graph Neural Networks


Apr 12, 2021
Xiaochen Zhang, Haitao Zhao, Jun Xiong, Li Zhou, Jibo Wei

* 6 pages, 6 figures, 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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Deep Convolutional Neural Networks to Predict Mutual Coupling Effects in Metasurfaces


Feb 02, 2021
Sensong An, Bowen Zheng, Mikhail Y. Shalaginov, Hong Tang, Hang Li, Li Zhou, Yunxi Dong, Mohammad Haerinia, Anuradha Murthy Agarwal, Clara Rivero-Baleine, Myungkoo Kang, Kathleen A. Richardson, Tian Gu, Juejun Hu, Clayton Fowler, Hualiang Zhang

* 16 pages, 10 figures 

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Question Generation for Supporting Informational Query Intents


Oct 19, 2020
Xusen Yin, Jonathan May, Li Zhou, Kevin Small

* 9 pages 

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Research on AI Composition Recognition Based on Music Rules


Oct 15, 2020
Yang Deng, Ziyao Xu, Li Zhou, Huanping Liu, Anqi Huang


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Inverse Reinforcement Learning with Natural Language Goals


Aug 22, 2020
Li Zhou, Kevin Small


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XiaoiceSing: A High-Quality and Integrated Singing Voice Synthesis System


Jun 11, 2020
Peiling Lu, Jie Wu, Jian Luan, Xu Tan, Li Zhou


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A Freeform Dielectric Metasurface Modeling Approach Based on Deep Neural Networks


Jan 01, 2020
Sensong An, Bowen Zheng, Mikhail Y. Shalaginov, Hong Tang, Hang Li, Li Zhou, Jun Ding, Anuradha Murthy Agarwal, Clara Rivero-Baleine, Myungkoo Kang, Kathleen A. Richardson, Tian Gu, Juejun Hu, Clayton Fowler, Hualiang Zhang


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Poq: Projection-based Runtime Assertions for Debugging on a Quantum Computer


Nov 28, 2019
Gushu Li, Li Zhou, Nengkun Yu, Yufei Ding, Mingsheng Ying, Yuan Xie


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Multi-domain Dialogue State Tracking as Dynamic Knowledge Graph Enhanced Question Answering


Nov 07, 2019
Li Zhou, Kevin Small


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Generative Multi-Functional Meta-Atom and Metasurface Design Networks


Aug 13, 2019
Sensong An, Bowen Zheng, Hong Tang, Mikhail Y. Shalaginov, Li Zhou, Hang Li, Tian Gu, Juejun Hu, Clayton Fowler, Hualiang Zhang

* 17 pages, 8 figures 

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A Novel Modeling Approach for All-Dielectric Metasurfaces Using Deep Neural Networks


Jun 08, 2019
Sensong An, Clayton Fowler, Bowen Zheng, Mikhail Y. Shalaginov, Hong Tang, Hang Li, Li Zhou, Jun Ding, Anuradha Murthy Agarwal, Clara Rivero-Baleine, Kathleen A. Richardson, Tian Gu, Juejun Hu, Hualiang Zhang

* 18 pages, 8 figures 

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Cycle-SUM: Cycle-consistent Adversarial LSTM Networks for Unsupervised Video Summarization


Apr 17, 2019
Li Yuan, Francis EH Tay, Ping Li, Li Zhou, Jiashi Feng

* Accepted at AAAI 2019 

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The Design and Implementation of XiaoIce, an Empathetic Social Chatbot


Dec 21, 2018
Li Zhou, Jianfeng Gao, Di Li, Heung-Yeung Shum


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Modeling Treatment Delays for Patients using Feature Label Pairs in a Time Series


Dec 03, 2018
Weiyu Huang, Yunlong Wang, Li Zhou, Emily Zhao, Yilian Yuan, Alejandro Ribero

* Machine Learning for Health (ML4H) Workshop at NeurIPS 2018 arXiv:1811.07216 

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Object Relation Detection Based on One-shot Learning


Jul 16, 2018
Li Zhou, Jian Zhao, Jianshu Li, Li Yuan, Jiashi Feng


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Understanding Humans in Crowded Scenes: Deep Nested Adversarial Learning and A New Benchmark for Multi-Human Parsing


Jul 06, 2018
Jian Zhao, Jianshu Li, Yu Cheng, Li Zhou, Terence Sim, Shuicheng Yan, Jiashi Feng

* The first three authors are with equal contributions 

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Learning for Disparity Estimation through Feature Constancy


Mar 28, 2018
Zhengfa Liang, Yiliu Feng, Yulan Guo, Hengzhu Liu, Wei Chen, Linbo Qiao, Li Zhou, Jianfeng Zhang

* Accepted by CVPR 2018, 10 pages, 3 figures 

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End-to-End Offline Goal-Oriented Dialog Policy Learning via Policy Gradient


Dec 07, 2017
Li Zhou, Kevin Small, Oleg Rokhlenko, Charles Elkan

* Workshop on Conversational AI, NIPS 2017, Long Beach, CA, USA 

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Latent Contextual Bandits and their Application to Personalized Recommendations for New Users


Apr 22, 2016
Li Zhou, Emma Brunskill

* 25th International Joint Conference on Artificial Intelligence (IJCAI 2016) 

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A Survey on Contextual Multi-armed Bandits


Feb 01, 2016
Li Zhou


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A Note on Information-Directed Sampling and Thompson Sampling


Mar 24, 2015
Li Zhou


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Personalized Web Search


Feb 03, 2015
Li Zhou


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