Il-Youp Kwak

27 papers A* 2A 2B 2Misc 1Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Sound Event Detection System With Frequency-Aware Enhancements and Semi-Supervised Learning.
IEEE Access
Narin Kim, Sumi Lee, Sojung Jang, Juhyun Lee, Il-Youp Kwak
2025 J jnl
BEAT2AASIST model with layer fusion for ESDD 2026 Challenge.
CoRR
Sanghyeok Chung, Eujin Kim, Donggun Kim, Gaeun Heo, Jeongbin You, Nahyun Lee, Sunmook Choi, Soyul Han, Seungsang Oh, Il-Youp Kwak
2025 A conf
Fully Few-shot Class-incremental Audio Classification Using Multi-level Embedding Extractor and Ridge Regression Classifier.
INTERSPEECH
Yongjie Si, Yanxiong Li, Jiaxin Tan, Qianhua He, Il-Youp Kwak
2025 J jnl
OD-SHIELD: Convolutional Autoencoder-Based Defense Against Adversarial Patch Attacks in Object Detection.
IEEE Access
Byeongchan Kim, Heemin Kim, Minjung Kang, Hyunjee Nam, Sunghwan Park, Jaewoo Lee, Il-Youp Kwak
2024 J jnl
A deep neural network approach to heart murmur detection using spectrogram and peak interval features.
Eng. Appl. Artif. Intell.
Soyul Han, Taein Kang, Jungguk Lee, Narin Kim, Hyejin Won, Yeong-Hwa Kim, Wuming Gong, Il-Youp Kwak
2024 J jnl
Experimental Study: Enhancing Voice Spoofing Detection Models with wav2vec 2.0.
CoRR
Taein Kang, Soyul Han, Sunmook Choi, Jaejin Seo, Sanghyeok Chung, Seungeun Lee, Seungsang Oh, Il-Youp Kwak
2024 J jnl
Proformer: a hybrid macaron transformer model predicts expression values from promoter sequences.
BMC Bioinform.
Il-Youp Kwak, Byeong-Chan Kim, Juhyun Lee, Taein Kang, Daniel J. Garry, Jianyi Zhang, Wuming Gong
2024 J jnl
RAPID: Robust multi-pAtch masker using channel-wise Pooled varIance with two-stage patch Detection.
J. King Saud Univ. Comput. Inf. Sci.
Heemin Kim, Byeong-Chan Kim, Sumi Lee, Minjung Kang, Hyunjee Nam, Sunghwan Park, Il-Youp Kwak, Jaewoo Lee
2024 Misc conf
TB-ResNet: Bridging the Gap from TDNN to ResNet in Automatic Speaker Verification with Temporal-Bottleneck Enhancement.
ICASSP
Sunmook Choi, Sanghyeok Chung, Seungeun Lee, Soyul Han, Taein Kang, Jaejin Seo, Il-Youp Kwak, Seungsang Oh
2023 — conf
CAU KU Deepfake Detection System for ADD 2023 Challenge.
DADA@IJCAI
Soyul Han, Taein Kang, Sunmook Choi, Jaejin Seo, Sanghyeok Chung, Sumi Lee, Seungsang Oh, Il-Youp Kwak
2023 J jnl
Experimental Case Study of Self-Supervised Learning for Voice Spoofing Detection.
IEEE Access
Yerin Lee, Narin Kim, Jaehong Jeong, Il-Youp Kwak
2023 J jnl
Using various pre-trained models for audio feature extraction in automated audio captioning.
Expert Syst. Appl.
Hyejin Won, Baekseung Kim, Il-Youp Kwak, Changwon Lim
2023 J jnl
Voice Spoofing Detection Through Residual Network, Max Feature Map, and Depthwise Separable Convolution.
IEEE Access
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
2022 J jnl
CAU_KU team's submission to ADD 2022 Challenge task 1: Low-quality fake audio detection through frequency feature masking.
CoRR
Il-Youp Kwak, Sunmook Choi, Jonghoon Yang, Yerin Lee, Seungsang Oh
2022 — conf
Deep Learning Based Heart Murmur Detection Using Frequency-time Domain Features of Heartbeat Sounds.
CinC
Jungguk Lee, Taein Kang, Narin Kim, Soyul Han, Hyejin Won, Wuming Gong, Il-Youp Kwak
2022 J jnl
Explainable Time-Series Prediction Using a Residual Network and Gradient-Based Methods.
IEEE Access
Hyojung Choi, Chanhwi Jung, Taein Kang, Hyunwoo J. Kim, Il-Youp Kwak
2022 B conf
Light-weight Frequency Information Aware Neural Network Architecture for Voice Spoofing Detection.
ICPR
Sunmook Choi, Seungsang Oh, Jonghoon Yang, Yerin Lee, Il-Youp Kwak
2022 — conf
Low-quality Fake Audio Detection through Frequency Feature Masking.
DDAM@MM
Il-Youp Kwak, Sunmook Choi, Jonghoon Yang, Yerin Lee, Soyul Han, Seungsang Oh
2022 A conf
Overlapped Frequency-Distributed Network: Frequency-Aware Voice Spoofing Countermeasure.
INTERSPEECH
Sunmook Choi, Il-Youp Kwak, Seungsang Oh
2022 J jnl
Single cell lineage reconstruction using distance-based algorithms and the R package, DCLEAR.
BMC Bioinform.
Wuming Gong, Hyunwoo J. Kim, Daniel J. Garry, Il-Youp Kwak
2021 — conf
Transfer Learning followed by Transformer for Automated Audio Captioning.
DCASE
Baekseung Kim, Hyejin Won, Il-Youp Kwak, Changwon Lim
2020 B conf
ResMax: Detecting Voice Spoofing Attacks with Residual Network and Max Feature Map.
ICPR
Il-Youp Kwak, Sungsu Kwag, Junhee Lee, Jun Ho Huh, Choong-Hoon Lee, Youngbae Jeon, Jeong-Hwan Hwang, Ji Won Yoon
2020 A* conf
Void: A fast and light voice liveness detection system.
USENIX Security Symposium
Muhammad Ejaz Ahmed, Il-Youp Kwak, Jun Ho Huh, Iljoo Kim, Taekkyung Oh, Hyoungshick Kim
2019 A* conf
Voice Presentation Attack Detection through Text-Converted Voice Command Analysis.
CHI
Il-Youp Kwak, Jun Ho Huh, Seung Taek Han, Iljoo Kim, Ji Won Yoon
2018 J jnl
DrImpute: imputing dropout events in single cell RNA sequencing data.
BMC Bioinform.
Wuming Gong, Il-Youp Kwak, Pruthvi Pota, Naoko Koyano-Nakagawa, Daniel J. Garry
2017 J jnl
Gene- and pathway-based association tests for multiple traits with GWAS summary statistics.
Bioinform.
Il-Youp Kwak, Wei Pan
2016 J jnl
Adaptive gene- and pathway-trait association testing with GWAS summary statistics.
Bioinform.
Il-Youp Kwak, Wei Pan