Category / Journal

TargetNet: Functional microRNA Target Prediction with Deep Neural Networks

Seonwoo Min, Byunghan Lee, Sungroh Yoon, Bioinformatics, in press.
paper  link

13 October 2021
Journal, Sungroh Yoon

Generation of a more efficient prime editor 2 by addition of the Rad51 DNA-binding domain

Myungjae Song, Jung Min Lim, Seonwoo Min, Jeong-Seok Oh, Dong Young Kim, Jae-Sung Woo, Hiroshi Nishimasu, Sung-Rae Cho, Sungroh Yoon, Hyongbum Henry Kim, Nature Communications 12, 5617, September 2021.
paper  link

23 September 2021
Journal, Sungroh Yoon

Deep Learning for Anomaly Detection in Time-Series Data: Review, Analysis, and Guidelines

Kukjin CHoi, Jihun Yi, Changhwa Park, Sungroh Yoon, IEEE Access, vol. 9, pp. 120043-120065, September 2021.
paper  link  

07 September 2021
Journal, Sungroh Yoon

Pre-training of Deep Bidirectional Protein Sequence Representations with Structural Information

Seonwoo Min, Seunghyun Park, Siwon Kim, Hyun-Soo Choi, Sungroh Yoon, IEEE Access, in press.
preprint  link  arXiv

24 August 2021
Journal, Sungroh Yoon

Feature Concentration for Supervised and Semi-supervised Learning with Unbalanced Datasets in Visual Inspection

Jiyong Jang, Sungroh Yoon, IEEE Transactions on Industrial Electronics, vol. 68, no. 8, pp. 7620-7630, August 2021.
paper  link

01 August 2021
Journal, Sungroh Yoon

Learn2Evade: Learning-based Generative Model for Evading PDF Malware Classifiers

Ho Bae, Younghan Lee, Yohan Kim, Uiwon Hwang, Sungroh Yoon, Yunheung Paek, in IEEE Transactions on Artificial Intelligence, in press.
paper  link

24 July 2021
Journal, Sungroh Yoon

Compensating Non-uniform OLED Pixel Brightness in a Vertical Blanking Interval by Learning TFT Characteristics

Jaihyun Koh, Kyeongsoo Kang, Chaehun Shin, Soo-Yeon Lee, Sungroh Yoon, IEEE Transactions on Electron Devices, vol. 68, no. 7, pp. 3396-3402, July 2021.
paper  link

01 July 2021
Journal, Sungroh Yoon

MUGAN: Multi-GPU Accelerated AmpliconNoise Server for Rapid Microbial Diversity Assessment

Byunghan Lee, Hyeyoung Min, and Sungroh Yoon, Bioinformatics, vol. 37, no. 11, pp. 1562-1570, June 2021.
paper   link

01 June 2021
Byunghan Lee, Hyeyoung Min, Journal, Sungroh Yoon

Protein transfer learning improves identification of heat shock protein families

Seonwoo Min, HyunGi Kim, Byunghan Lee, Sungroh Yoon, PLOS One, vol. 16, no. 5, pp. 1-14, May 2021.
paper  link

18 May 2021
Journal, Sungroh Yoon

Learned embeddings from deep learning to visualize and predict protein sets

Christian Dallago, Konstantin Schütze, Michael Heinzinger, Tobias Olenyi, Maria Littmann, Amy X Lu, Kevin K Yang, Seonwoo Min, Sungroh Yoon, James T Morton, Burkhard Rost, Current Protocols, vol. 1, no. 5, p. e113, May 2021.
paper  link

01 May 2021
Journal, Sungroh Yoon

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