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Shinjae Yoo

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An Evaluation of Real-time Adaptive Sampling Change Point Detection Algorithm using KCUSUM

Feb 15, 2024
Vijayalakshmi Saravanan, Perry Siehien, Shinjae Yoo, Hubertus Van Dam, Thomas Flynn, Christopher Kelly, Khaled Z Ibrahim

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Continuous Field Reconstruction from Sparse Observations with Implicit Neural Networks

Jan 21, 2024
Xihaier Luo, Wei Xu, Yihui Ren, Shinjae Yoo, Balu Nadiga

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Quantum Privacy Aggregation of Teacher Ensembles (QPATE) for Privacy-preserving Quantum Machine Learning

Jan 15, 2024
William Watkins, Heehwan Wang, Sangyoon Bae, Huan-Hsin Tseng, Jiook Cha, Samuel Yen-Chi Chen, Shinjae Yoo

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Federated Quantum Long Short-term Memory (FedQLSTM)

Dec 21, 2023
Mahdi Chehimi, Samuel Yen-Chi Chen, Walid Saad, Shinjae Yoo

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AesFA: An Aesthetic Feature-Aware Arbitrary Neural Style Transfer

Dec 10, 2023
Joonwoo Kwon, Sooyoung Kim, Yuewei Lin, Shinjae Yoo, Jiook Cha

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Quantum Federated Learning With Quantum Networks

Oct 23, 2023
Tyler Wang, Huan-Hsin Tseng, Shinjae Yoo

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Fast 2D Bicephalous Convolutional Autoencoder for Compressing 3D Time Projection Chamber Data

Oct 23, 2023
Yi Huang, Yihui Ren, Shinjae Yoo, Jin Huang

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DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies

Oct 11, 2023
Shuaiwen Leon Song, Bonnie Kruft, Minjia Zhang, Conglong Li, Shiyang Chen, Chengming Zhang, Masahiro Tanaka, Xiaoxia Wu, Jeff Rasley, Ammar Ahmad Awan, Connor Holmes, Martin Cai, Adam Ghanem, Zhongzhu Zhou, Yuxiong He, Pete Luferenko, Divya Kumar, Jonathan Weyn, Ruixiong Zhang, Sylwester Klocek, Volodymyr Vragov, Mohammed AlQuraishi, Gustaf Ahdritz, Christina Floristean, Cristina Negri, Rao Kotamarthi, Venkatram Vishwanath, Arvind Ramanathan, Sam Foreman, Kyle Hippe, Troy Arcomano, Romit Maulik, Maxim Zvyagin, Alexander Brace, Bin Zhang, Cindy Orozco Bohorquez, Austin Clyde, Bharat Kale, Danilo Perez-Rivera, Heng Ma, Carla M. Mann, Michael Irvin, J. Gregory Pauloski, Logan Ward, Valerie Hayot, Murali Emani, Zhen Xie, Diangen Lin, Maulik Shukla, Ian Foster, James J. Davis, Michael E. Papka, Thomas Brettin, Prasanna Balaprakash, Gina Tourassi, John Gounley, Heidi Hanson, Thomas E Potok, Massimiliano Lupo Pasini, Kate Evans, Dan Lu, Dalton Lunga, Junqi Yin, Sajal Dash, Feiyi Wang, Mallikarjun Shankar, Isaac Lyngaas, Xiao Wang, Guojing Cong, Pei Zhang, Ming Fan, Siyan Liu, Adolfy Hoisie, Shinjae Yoo, Yihui Ren, William Tang, Kyle Felker, Alexey Svyatkovskiy, Hang Liu, Ashwin Aji, Angela Dalton, Michael Schulte, Karl Schulz, Yuntian Deng, Weili Nie, Josh Romero, Christian Dallago, Arash Vahdat, Chaowei Xiao, Thomas Gibbs, Anima Anandkumar, Rick Stevens

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Federated Quantum Machine Learning with Differential Privacy

Oct 10, 2023
Rod Rofougaran, Shinjae Yoo, Huan-Hsin Tseng, Samuel Yen-Chi Chen

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Exploring Robust Features for Improving Adversarial Robustness

Sep 09, 2023
Hong Wang, Yuefan Deng, Shinjae Yoo, Yuewei Lin

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