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Comprehensive Review of Neural Differential Equations for Time Series Analysis File

Oh, YongKyung , Kam, Seungsu , Lee, Jonghun , Lim, Dong-Young , Kim, Sungil , Bui, Alex A.T.

Conference Paper Issue Date2025-08-20 View22

Stochastic and Multi-Objective Optimization in AI: Theory, Algorithms, and Applications

Lim, Dong-Young

Conference Paper Issue Date2025-08-07 View16

ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecasting

서현우 , Lim, Chiehyeon

Conference Paper Issue Date2025-08-03 View195

Information Retrieval in Finance: Industry and Academic Perspectives on Innovation File

Chen, Chung-Chi , Lee, Yongjae , Lopez-Lira, Alejandro , Choi, Chanyeol , McCreadie, Richard , Sanz-Cruzado, Javier

Conference Paper Issue Date2025-07-13 View19

Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset File

Hwang, Yoontae , Lee, Yongjae

Conference Paper Issue Date2025-04-11 View35

LayerAct: Advanced Activation Mechanism for Robust Inference of CNNs

윤기혁 , Lim, Chiehyeon

Conference Paper Issue Date2025-02-25 View73

DualDynamics: Synergizing Implicit and Explicit Methods for Robust Irregular Time Series Analysis File

Oh, YongKyung , Lim, Dong-Young , Kim, Sungil

Conference Paper Issue Date2025-02-25 View19

Dual Cone Gradient Descent for Training Physics-Informed Neural Networks

Hwang, Youngsik , Lim, Dong-Young

Conference Paper Issue Date2024-12-20 View14

Dual Cone Gradient Descent for Training Physics-Informed Neural Networks

Hwang, Youngsik , Lim, Dong-Young

Conference Paper Issue Date2024-12-10 View94

Accurate monitoring of machining process of Ti-6Al-4V using deep multi-task learning

Park, Soyeon , Yang, Sang Min , Kim, Gyeongho , Kim, Dong Min , Lee, Hoon Hee , Choi, Jae Gyeong , Jeon, Sujin , Lim, Sunghoon , Park, Hyung Wook

Conference Paper Issue Date2024-11-28 View97

Stable Neural Stochastic Diﬀerential Equations for Irregular Time Series Classification

Oh, YongKyung , Lim, Dong-Young , Kim, Sungil

Conference Paper Issue Date2024-11-23 View83

Dual Cone Gradient Descent for Training Physics-Informed Neural Networks

Hwang, Youngsik , Lim, Dong-Young

Conference Paper Issue Date2024-11-23 View15

Style Trigger Visualization via GAN and Style Transfer Networks for Robust AI

Yun, J , Jung, Y , Baek, J , Park, Saerom

Conference Paper Issue Date2024-11-22 View89

Towards Pareto-Efficient RLHF: Paying Attention to a Few High-Reward Samples

Lee, C , Lim, Chiehyeon

Conference Paper Issue Date2024-11-16 View109

Stock Recommendations for Individual Investors: A Temporal Graph Network Approach with Mean-Variance Efficient Sampling File

Lee, Youngbin , Kim, Yejin , Sanz-Cruzado, Javier , Mccreadie, Richard , Lee, Yongjae

Conference Paper Issue Date2024-11-14 View107

Can GANs Learn the Stylized Facts of Financial Time Series? File

Kwon, Sohyeon , Lee, Yongjae

Conference Paper Issue Date2024-11-14 View91

Continual learning-based remaining useful life prediction of machining tools under varying operating conditions

Kim, Gyeongho , Kang, Yun Seok , Yang, Sang Min , Choi, Jae Gyeong , Hwang, Gahyun , Kim, Juhyun , Lim, Chansung , Park, Hyung Wook , Lim, Sunghoon

Conference Paper Issue Date2024-11-01 View94

Addressing Spatial Gaps in XCO2 Monitoring: A Machine Learning Approach for South Korea

Cho, Hyejin , Kam, Seungsu , Jeon, Byeonghoon , Lee, Keumyong , Kim, Sungil

Conference Paper Issue Date2024-10-25 View88

Hybrid Deep Active Learning Under Low-Budget Scenarios for Efficient Fault Detection

Kim, Gyeongho , Choi, Jae Gyeong , Jeon, Sujin , Park, Soyeon , Kim, Juhyun , Cheon, Ji Yeon , Lim, Chansung , Lim, Sunghoon

Conference Paper Issue Date2024-10-24 View97

불확실성 기반 멀티 태스크 학습을 활용한 공정 모니터링

Park, Soyeon , Yang, Sang Min , Kim, Gyeongho , Cheon, Ji Yeon , Lim, Sunghoon

Conference Paper Issue Date2024-10-24 View91

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