Inwoo Hwang is currently a PhD student at Chungnam National University under the supervision of Prof. Jongryul Lee. He received his bachelor’s degree from Mokwon National University, Department of Information and Communication Convergence Engineering in 2021. In 2022, he received his master’s degree from Chungnam National University, Department of BIO-AI, majoring in AI-Biology & Pharmaceutical Science. The title of the dissertation is :“CircRNA-disease association prediction using distance metric-based detailed negative sets (DiNeg-CDA)”.