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Recent Advances for Quantum Neural Networks in Generative Learning


Jun 07, 2022
Jinkai Tian, Xiaoyu Sun, Yuxuan Du, Shanshan Zhao, Qing Liu, Kaining Zhang, Wei Yi, Wanrong Huang, Chaoyue Wang, Xingyao Wu, Min-Hsiu Hsieh, Tongliang Liu, Wenjing Yang, Dacheng Tao

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* The first two authors contributed equally to this work 

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ACED: Accelerated Computational Electrochemical systems Discovery


Nov 10, 2020
Rachel C. Kurchin, Eric Muckley, Lance Kavalsky, Vinay Hegde, Dhairya Gandhi, Xiaoyu Sun, Matthew Johnson, Alan Edelman, James Saal, Christopher Vincent Rackauckas, Bryce Meredig, Viral Shah, Venkatasubramanian Viswanathan

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* 4 pages, 1 figure, accepted to NeurIPS Climate Change and AI Workshop 2020 updating because one author's email was missing 

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Assessing Graph-based Deep Learning Models for Predicting Flash Point


Feb 26, 2020
Xiaoyu Sun, Nathaniel J. Krakauer, Alexander Politowicz, Wei-Ting Chen, Qiying Li, Zuoyi Li, Xianjia Shao, Alfred Sunaryo, Mingren Shen, James Wang, Dane Morgan

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* Mol. Inf. 2020, 39, 1900101 
* 26 pages, 6 tabels, 3 figures 

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High-Throughput In-Memory Computing for Binary Deep Neural Networks with Monolithically Integrated RRAM and 90nm CMOS


Sep 16, 2019
Shihui Yin, Xiaoyu Sun, Shimeng Yu, Jae-sun Seo

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