Juyeob Lee is a postdoctoral researcher in Autonomous Intelligence DX Research Section at Electronics and Telecommunications Research Institute (ETRI). He received his Ph.D. from Sungkyunkwan University (SKKU), advised by Eunil Park in Data eXperience Lab.

Education

Ph.D. in Applied Artificial Intelligence
Mar 2021 ~ Aug 2026
Sungkyunkwan University

B.Sc. in Computer Science and Engineering
Mar 2015 ~ Aug 2021
Sungkyunkwan University
SKKU Magna Cum Laude

Experience

Postdoctoral Researcher
Aug 2026 ~ Present
Electronics and Telecommunications Research Institute

Publications
(* = (co-)corresponding author, # = equally contributions)

[Accepted]

Temporal Transition-Aware Multi-Head Modeling for Partially Spoofed Audio Detection and Localization
Yunsu Kim, Juyeob Lee, Eunil Park*
INTERSPEECH '26

K-DIALECT: Korean Dialect-Aware Face-Based Speech Synthesis
Seongyeon Yang, Juyeob Lee*, Eunil Park*
INTERSPEECH '26

[2026]

FedAMB: Adaptive Modality Balancing for Dominance-Robust Multimodal Federated Distillation
Seungjin Han, Juyeob Lee, Sangmin Lee, Eunil Park
IJCAI '26

Leveraging Gated Architectures for Enhanced Long-term Dependency Learning in Non-attributed Graphs
Juyeob Lee, Donggeun Lee, Chaehee An, Eunil Park
Knowledge-Based Systems (SCIE, JCR 2025 IF=8.0, Q1 in Computer Science, Artificial Intelligence)

A Survey of Fake News Detection: A Comprehensive Review of Multimodal Approaches
Juyeob Lee#, Junyeop Cha#, Minsu Park#, Minyoung Lee#, Taeeun Kim, Seul-Ki Choi, Angel P. del Pobil, Eunil Park
Data & Knowledge Engineering (SCIE, JCR 2025 IF=3.9, Q2 in Computer Science, Information Systems)

Understanding User Preferences through Social Media: Leveraging Semantic-Enriched Contrastive Learning for Enhanced Travel Recommendations
Heejung Cho, Juyeob Lee, Enric Cervera, Angel P. del Pobil, Eunil Park
Behaviour & Information Technology (SSCI, JCR 2025 IF=4.2, Q1 in Ergonomics)

Clip-SegFusion: An Attention-Guided Feature Fusion Framework for Multi-Level Detection on AI-Generated Artworks
Yuqian Zheng, Hyeongjin Ahn, Juyeob Lee*, Eunil Park*
ICMR '26

Enhancing Graph Neural Networks with Adaptive Relation Learning via Variational Inference
Juyeob Lee, Yunho Jeong, Serin Kim, Dayeon Han, Eunil Park
PAKDD '26

Revealing Deception through Cognitive Load: A Multimodal Audio-Visual Approach
Hyeonbin Ji, Minyoung Lee, Juyeob Lee*, Jufeng Yang, Eunil Park*
SAC '26

MARs: Multi-Scale Convolution-Attention Residual Fusion for Video Summarization
Joonseok Song, Juyeob Lee*, Eunil Park*
MMSys '26

Alignment and Distillation: A Robust Framework for Multimodal Domain Generalizable Human Action Recognition
Hyeonbin Ji, Juyeob Lee*, Eunil Park*
WACV '26

Towards Objective Heart Disease Classification:  A Deep Neural Network Approach for Comprehensive Diagnosis
Seunghee Han#, Juyeob Lee#, Eunil Park
Biomedical Signal Processing and Control (SCIE, JCR 2023 IF=4.9, Q1 in Engineering, Biomedical)

[2025]

TFBlender: a hybrid time series attention model with data-driven macroeconomic perspectives for ELS Knock-In prediction
Kyungjun Lee, Juyeob Lee*, Eunil Park*
Journal of Big Data (SCIE, JCR 2023 IF=8.6, Q1 in Computer Science, Theory & Methods)

Cost-Effective High-Speed DRAM Testing: Circuit-Level Enhancements with DLL-Based Clock Multiplication and ECC
Kyungjun Lee, Juyeob Lee, Eunil Park
ICICDT '25

ViCap-AD: video caption-based weakly supervised video anomaly detection
Junwoo Lim, Juyeob Lee*, Hyunji Kim, Eunil Park*
Machine Vision and Applications (SCIE, JCR 2023 IF=2.4, Q2 in Computer Science, Cybernetics)

[2024]

Enhancing Real-Time Traffic Volume Prediction: A Two-Step Approach of Object Detection and Time Series Modelling
Junwoo Lim, Juyeob Lee*, Chaehee An, Eunil Park*
IET Intelligent Transport Systems (SCIE, JCR 2023 IF=2.3, Q2 in Engineering, Electrical & Electronic)

Automated vehicle damage classification using the three-quarter view car damage dataset and deep learning approaches
Donggeun Lee, Juyeob Lee, Eunil Park*
Heliyon (SCIE, JCR 2023 IF=3.4, Q1 in Multidisciplinary Sciences)
[Dataset]

Solving Inverse Problems using Normalizing Flow Prior: Application to Optical Spectra
Junhyun Park, Juyeob Lee, Jungseek Hwang*
Physical Review B (SCIE, JCR 2023 IF=3.2, Q2 in Physics, Applied)

GGCU: Reviving Gate Mechanism in GNNs with Non-Attributed Graphs
Juyeob Lee, Donggeun Lee, Chaehee An,  Eunil Park*
AAAI-W '24 (GCLR)

[2022]

Development of AI-based Anomaly Detection Technology Model: the Case of Underground Facilities
(AI를 적용한 구조물 이상탐지 기술 개발: 지하매설시설을 중심으로)
Minyoung Lee, Juyeob Lee, Minsam Ko, Jinyoung Han, Eunil Park*
KSCE '22

Development of a Multimodal Pipeline Diagnosis Model for Heat-transfer Pipelines
(열수송관 이상 탐지를 위한 멀티 모달 인공지능 모델)
Minyoung Lee, Juyeob Lee, Hyunji Kim, Jinmo Lee, Minsu Park, Chaehee An, Junwoo Lim, Seunghee Han, Hongcheol Lee, Inju Hwang, Yeonho Kim, Eunil Park*
KSC '22

Project

[2024.07-2026.08] D2 (Disinformation & Deepfake) Research Center
ITRC (Information Technology Research Center, 대학ICT연구센터), IITP

[2024.07-2025.06] Pioneer Research Group for Socially Responsible Artificial Intelligence
Supporting Program for Foreign Scholars in the Digital Field (디지털분야 해외석학유치지원), IITP

[2021.01-2024.08] User-Centered Artificial Intelligence for Service Design
ICAN program (ICT 혁신인재4.0), IITP

[2021.06-2023.12] Core Technology Development for AI-based O&M Gas·Oil Plants
The Construction Technologies Program (Foster R&D Program), Korea Agency for Infrastructure Technology Advancement (KAIA)

[2021.04-2023.05] AI·Big data based Cyber Security Orchestration and Automated Response Technology Development
Development of Core Source Technologies for Information Security, IITP

Teaching

[Teaching Assistant]