Privacy-Preserving Deep Sequential Model with Matrix Homomorphic Encryption
Jaehee Jang, Andrey Kim, Byunggook Na, Younho Lee, Donggeon Yhee, Byounghan Lee, Jung Hee Cheon, Sungroh Yoon, in Proceedings of the 17th ACM ASIA Conference on Computer and Communications Security (AsiaCCS 2022), Nagasaki, Japan, May 2022.
preprint link
A Light and Fast Branched Neural Network using Perceptual Optimization for High-Quality Visual Restoration of UDC Images
Jaihyun Koh, Jangho Lee, Junghoon Kim, Youngwook Yoo, Bonghyun You, Sungroh Yoon, in Proceedings of Society for Information Display (SID) Display Week Symposium, San Jose, USA, May 2022.
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PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive Prior
Sang-gil Lee, Heeseung Kim, Chaehun Shin, Xu Tan, Chang Liu, Qi Meng, Tao Qin, Wei Chen, Sungroh Yoon, Tie-Yan Liu, in Proceedings of International Conference on Learning Representations (ICLR), April 2022.
preprint link arXiv
Flexible dual-branched message passing neural network for molecular property prediction
Jeonghee Jo, Bumju Kwak, Byunghan Lee, Sungroh Yoon, ACS Omega, vol. 7, no. 5, pp. 4234-4244, February 2022.
paper cover image link arXiv
Prediction of clinically significant prostate cancer using polygenic risk models in Asians
Sang Hun Song, Eunae Kim, Eunjin Woo, Eunkyung Kwon, Sungroh Yoon, Jung Kwon Kim, Hakmin Lee, Jong Jin Oh, Sangchul Lee, Sung Kyu Hong, Seok-Soo Byun, Investigative and Clinical Urology, vol. 63, no. 1, pp. 42-52, January 2022.
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