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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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