AIRVF: a filtering toolbox for precise variant calling in Ion Torrent sequencing. - Sunguk Shin; Hanna Lee; Hyeonju Son; Soonmyung Paik; Sangwoo Kim (Bioinform., 2018)

Anomaly Dataset Augmentation Using the Sequence Generative Models. - Sunguk Shin; Inseop Lee; Changhee Choi (ICMLA, 2019)

Opcode Sequence Amplifier using Sequence Generative Adversarial Networks. - Changhee Choi; Sunguk Shin; Inseop Lee (ICTC, 2019)

Performance evaluation method of cyber attack behaviour forecasting based on mitigation. - Changhee Choi; Sunguk Shin; Chanho Shin (ICTC, 2021)

A new approach to training more interpretable model with additional segmentation. - Sunguk Shin; Youngjoon Kim; Ji Won Yoon (Pattern Recognit. Lett., 2021)

Enhancing Graph Of Thought: Enhancing Prompts with LLM Rationales and Dynamic Temperature Control. - Sunguk Shin; Youngjoon Kim (ICLR, 2025)