Adaptive gene- and pathway-trait association testing with GWAS summary statistics. - Il-Youp Kwak; Wei Pan (Bioinform., 2016)

Gene- and pathway-based association tests for multiple traits with GWAS summary statistics. - Il-Youp Kwak; Wei Pan 011 (Bioinform., 2017)

DrImpute: imputing dropout events in single cell RNA sequencing data. - Wuming Gong; Il-Youp Kwak; Pruthvi Pota; Naoko Koyano-Nakagawa; Daniel J. Garry (BMC Bioinform., 2018)

Voice Presentation Attack Detection through Text-Converted Voice Command Analysis. - Il-Youp Kwak; Jun Ho Huh; Seung Taek Han; Iljoo Kim; Ji Won Yoon (CHI, 2019)

ResMax: Detecting Voice Spoofing Attacks with Residual Network and Max Feature Map. - Il-Youp Kwak; Sungsu Kwag; Junhee Lee; Jun Ho Huh; Choong-Hoon Lee; Youngbae Jeon; Jeong-Hwan Hwang; Ji Won Yoon (ICPR, 2020)

Void: A fast and light voice liveness detection system. - Muhammad Ejaz Ahmed; Il-Youp Kwak; Jun Ho Huh; Iljoo Kim; Taekkyung Oh; Hyoungshick Kim (USENIX Security Symposium, 2020)

Transfer Learning followed by Transformer for Automated Audio Captioning. - Baekseung Kim; Hyejin Won; Il-Youp Kwak; Changwon Lim (DCASE, 2021)

Deep Learning Based Heart Murmur Detection Using Frequency-time Domain Features of Heartbeat Sounds. - Jungguk Lee; Taein Kang; Narin Kim; Soyul Han; Hyejin Won; Wuming Gong; Il-Youp Kwak (CinC, 2022)

Light-weight Frequency Information Aware Neural Network Architecture for Voice Spoofing Detection. - Sunmook Choi; Seungsang Oh; Jonghoon Yang; Yerin Lee; Il-Youp Kwak (ICPR, 2022)

Overlapped Frequency-Distributed Network: Frequency-Aware Voice Spoofing Countermeasure. - Sunmook Choi; Il-Youp Kwak; Seungsang Oh (INTERSPEECH, 2022)

Low-quality Fake Audio Detection through Frequency Feature Masking. - Il-Youp Kwak; Sunmook Choi; Jonghoon Yang; Yerin Lee; Soyul Han; Seungsang Oh (DDAM@MM, 2022)

Explainable Time-Series Prediction Using a Residual Network and Gradient-Based Methods. - Hyojung Choi; Chanhwi Jung; Taein Kang; Hyunwoo J. Kim; Il-Youp Kwak (IEEE Access, 2022)

Single cell lineage reconstruction using distance-based algorithms and the R package, DCLEAR. - Wuming Gong; Hyunwoo J. Kim; Daniel J. Garry; Il-Youp Kwak (BMC Bioinform., 2022)

CAU_KU team's submission to ADD 2022 Challenge task 1: Low-quality fake audio detection through frequency feature masking. - Il-Youp Kwak; Sunmook Choi; Jonghoon Yang; Yerin Lee; Seungsang Oh (CoRR, 2022)

CAU KU Deepfake Detection System for ADD 2023 Challenge. - Soyul Han; Taein Kang; Sunmook Choi; Jaejin Seo; Sanghyeok Chung; Sumi Lee; Seungsang Oh; Il-Youp Kwak (DADA@IJCAI, 2023)

Voice Spoofing Detection Through Residual Network, Max Feature Map, and Depthwise Separable Convolution. - Il-Youp Kwak; Sungsu Kwag; Junhee Lee; Youngbae Jeon; Jeong-Hwan Hwang; Hyoukryeol Choi; Jong-Hoon Yang; Soyul Han; Jun Ho Huh; Choong-Hoon Lee; Ji Won Yoon (IEEE Access, 2023)

Experimental Case Study of Self-Supervised Learning for Voice Spoofing Detection. - Yerin Lee; Narin Kim; Jaehong Jeong; Il-Youp Kwak (IEEE Access, 2023)

Using various pre-trained models for audio feature extraction in automated audio captioning. - Hyejin Won; Baekseung Kim; Il-Youp Kwak; Changwon Lim (Expert Syst. Appl., 2023)

TB-ResNet: Bridging the Gap from TDNN to ResNet in Automatic Speaker Verification with Temporal-Bottleneck Enhancement. - Sunmook Choi; Sanghyeok Chung; Seungeun Lee; Soyul Han; Taein Kang; Jaejin Seo; Il-Youp Kwak; Seungsang Oh (ICASSP, 2024)

Experimental Study: Enhancing Voice Spoofing Detection Models with wav2vec 2.0. - Taein Kang; Soyul Han; Sunmook Choi; Jaejin Seo; Sanghyeok Chung; Seungeun Lee; Seungsang Oh; Il-Youp Kwak (CoRR, 2024)

A deep neural network approach to heart murmur detection using spectrogram and peak interval features. - Soyul Han; Taein Kang; Jungguk Lee; Narin Kim; Hyejin Won; Yeong-Hwa Kim; Wuming Gong; Il-Youp Kwak (Eng. Appl. Artif. Intell., 2024)

RAPID: Robust multi-pAtch masker using channel-wise Pooled varIance with two-stage patch Detection. - Heemin Kim; Byeong-Chan Kim; Sumi Lee; Minjung Kang; Hyunjee Nam; Sunghwan Park; Il-Youp Kwak; Jaewoo Lee (J. King Saud Univ. Comput. Inf. Sci., 2024)

Proformer: a hybrid macaron transformer model predicts expression values from promoter sequences. - Il-Youp Kwak; Byeong-Chan Kim; Juhyun Lee; Taein Kang; Daniel J. Garry; Jianyi Zhang; Wuming Gong (BMC Bioinform., 2024)

OD-SHIELD: Convolutional Autoencoder-Based Defense Against Adversarial Patch Attacks in Object Detection. - Byeongchan Kim; Heemin Kim; Minjung Kang; Hyunjee Nam; Sunghwan Park; Jaewoo Lee; Il-Youp Kwak (IEEE Access, 2025)