Hyunseok Oh

25 papers A* 2A 1B 1Misc 1Journal 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
Interpretable Merging-Vehicle Acceleration Prediction via a Decoder-Only Transformer and Attention Map Clustering.
IEEE Access
Hyunseok Oh, JooYong Lee, Junghwa Kim
2026 J jnl
Neurosymbolic Language Reasoning as Satisfiability Modulo Theory.
CoRR
Hyunseok Oh, Sam Stern, Youngki Lee, Matthai Philipose
2025 J jnl
A hybrid fault diagnostic approach using operational transfer path analysis and denoising deep learning with remote sensors: Application to electric vehicles.
Expert Syst. Appl.
Jeongmin Oh, Donghwi Yoo, Chungeon Kim, Hyunseok Oh, Yonghyun Ryu, Kyung-Woo Lee, Dae-Un Sung
2025 J jnl
Frequency-enhanced network with self-supervised learning for anomaly detection of hydraulic piston pumps.
Expert Syst. Appl.
Minseok Choi, Changsung Lee, Sechang Park, Mikyung Hwang, Hyunseok Oh
2025 J jnl
Frequency-enhanced neural networks with a hybrid spall-size estimator for bearing fault diagnosis.
J. Comput. Des. Eng.
Mikyung Hwang, Minseok Choi, Hyunseok Oh
2025 J jnl
Scale-Free and Phase-Agnostic Detection of Interturn Short-Circuit Faults in Permanent Magnet Synchronous Motors.
IEEE Access
Mikyung Hwang, Jonghyeok Kim, Hyuntak Lee, Hyunseok Oh
2025 A conf
Smart ECU: Scalable On-Vehicle Deployment of Drivetrain Fault Classification Systems for Commercial Electric Vehicles.
CIKM
Jaeho Kim, Kwangryeol Park, Kyu Hwan Lee, Jeongmin Oh, Dongjin Park, Hyunseok Oh, Youngrock Chung, Kyung-Woo Lee, Dae-Un Sung, Seulki Lee
2025 J jnl
VoiceSeeker: Energy-Efficient and Accurate Audio-Visual Target Speaker Separation on Mobile Devices.
IEEE Pervasive Comput.
Juheon Yi, Kyungjin Lee, Hyunseok Oh, Youngki Lee
2024 J jnl
A Simple but Effective Way to Handle Rotating Machine Fault Diagnosis With Imbalanced-Class Data: Repetitive Learning Using an Advanced Domain Adaptation Model.
IEEE Access
Donghwi Yoo, Minseok Choi, Hyunseok Oh, Bongtae Han
2024 J jnl
Beyond designer's knowledge: Generating materials design hypotheses via large language models.
CoRR
Quanliang Liu, Maciej P. Polak, So Yeon Kim, MD Al Amin Shuvo, Hrishikesh Shridhar Deodhar, Jeongsoo Han, Dane Morgan, Hyunseok Oh
2024 J jnl
Papez: Resource-Efficient Speech Separation with Auditory Working Memory.
CoRR
Hyunseok Oh, Juheon Yi, Youngki Lee
2024 A* conf
Sign Gradient Descent-based Neuronal Dynamics: ANN-to-SNN Conversion Beyond ReLU Network.
ICML
Hyunseok Oh, Youngki Lee
2024 J jnl
Sign Gradient Descent-based Neuronal Dynamics: ANN-to-SNN Conversion Beyond ReLU Network.
CoRR
Hyunseok Oh, Youngki Lee
2023 Misc conf
Papez: Resource-Efficient Speech Separation with Auditory Working Memory.
ICASSP
Hyunseok Oh, Juheon Yi, Youngki Lee
2022 J jnl
A video-based SlowFastMTB model for detection of small amounts of smoke from incipient forest fires.
J. Comput. Des. Eng.
Minseok Choi, Chungeon Kim, Hyunseok Oh
2022 J jnl
On the Importance of Critical Period in Multi-stage Reinforcement Learning.
CoRR
Junseok Park, Inwoo Hwang, Min Whoo Lee, Hyunseok Oh, Minsu Lee, Youngki Lee, Byoung-Tak Zhang
2022 J jnl
Toddler-Guidance Learning: Impacts of Critical Period on Multimodal AI Agents.
CoRR
Junseok Park, Kwanyoung Park, Hyunseok Oh, Ganghun Lee, Minsu Lee, Youngki Lee, Byoung-Tak Zhang
2022 A* conf
VECA: A New Benchmark and Toolkit for General Cognitive Development.
AAAI
Kwanyoung Park, Hyunseok Oh, Youngki Lee
2021 J jnl
Learning task-agnostic representation via toddler-inspired learning.
CoRR
Kwanyoung Park, Junseok Park, Hyunseok Oh, Byoung-Tak Zhang, Youngki Lee
2021 B conf
Toddler-Guidance Learning: Impacts of Critical Period on Multimodal AI Agents.
ICMI
Junseok Park, Kwanyoung Park, Hyunseok Oh, Ganghun Lee, Minsu Lee, Youngki Lee, Byoung-Tak Zhang
2021 J jnl
VECA : A Toolkit for Building Virtual Environments to Train and Test Human-like Agents.
CoRR
Kwanyoung Park, Hyunseok Oh, Youngki Lee
2020 J jnl
Model-Based Fault Detection Method for Coil Burnout in Solenoid Valves Subjected to Dynamic Thermal Loading.
IEEE Access
Soo-Ho Jo, Boseong Seo, Hyunseok Oh, Byeng D. Youn, Dongki Lee
2019 J jnl
A Bayesian approach for a damage growth model using sporadically measured and heterogeneous on-site data from a steam turbine.
Reliab. Eng. Syst. Saf.
Woosung Choi, Byeng D. Youn, Hyunseok Oh, Nam H. Kim
2018 J jnl
Scalable and Unsupervised Feature Engineering Using Vibration-Imaging and Deep Learning for Rotor System Diagnosis.
IEEE Trans. Ind. Electron.
Hyunseok Oh, Joon Ha Jung, Byung Chul Jeon, Byeng D. Youn
2017 J jnl
Bivariate Lifetime Model for Organic Light-Emitting Diodes.
IEEE Trans. Ind. Electron.
Dae Whan Kim, Hyunseok Oh, Byeng Dong Youn, Dongil Kwon