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A detail-enhanced sampling strategy in Hadamard single-pixel imaging


Sep 09, 2022
Yan Cai, Shijian Li, Wei Zhang, Hao Wu, Xu-ri Yao, Qing Zhao

* 14 pages, 12 figures,1 table 

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Single-pixel tracking and imaging of a high-speed moving object


Sep 04, 2022
Shijian Li, Yan Cai, Yeliang Wang, Xu-ri Yao, Qing Zhao

* 13 pages, 8 figures, 2 table 

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Thompson Sampling for Unimodal Bandits


Jun 16, 2021
Long Yang, Zhao Li, Zehong Hu, Shasha Ruan, Shijian Li, Gang Pan, Hongyang Chen

* There are some technical parts need to be improved. We will fix these places and provide an updated version 

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Optimize Neural Fictitious Self-Play in Regret Minimization Thinking


Apr 22, 2021
Yuxuan Chen, Li Zhang, Shijian Li, Gang Pan


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Sync-Switch: Hybrid Parameter Synchronization for Distributed Deep Learning


Apr 20, 2021
Shijian Li, Oren Mangoubi, Lijie Xu, Tian Guo

* 15 pages, 16 figures, 6 tables, ICDCS'21 

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Characterizing and Modeling Distributed Training with Transient Cloud GPU Servers


Apr 07, 2020
Shijian Li, Robert J. Walls, Tian Guo

* 11 pages, 12 figures, 5 tables, in proceedings of 40th IEEE International Conference on Distributed Computing Systems (ICDCS) 2020 

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Perseus: Characterizing Performance and Cost of Multi-Tenant Serving for CNN Models


Dec 05, 2019
Matthew LeMay, Shijian Li, Tian Guo

* Under submission. 7 pages, 5 figures, and 6 tables 

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Inverse Reinforcement Learning with Multiple Ranked Experts


Jul 31, 2019
Pablo Samuel Castro, Shijian Li, Daqing Zhang


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FiDi-RL: Incorporating Deep Reinforcement Learning with Finite-Difference Policy Search for Efficient Learning of Continuous Control


Jul 10, 2019
Longxiang Shi, Shijian Li, Longbing Cao, Long Yang, Gang Zheng, Gang Pan

* 9 pages 

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