Follow
Yoontae Hwang
Yoontae Hwang
University of Oxford, Eagle House
Verified email at eng.ox.ac.uk - Homepage
Title
Cited by
Cited by
Year
Identifying household finance heterogeneity via deep clustering
Y Hwang, Y Lee, FJ Fabozzi
Annals of Operations Research, 2023
122023
A Study on the Estimation of Apartment Price Index: Focused on the Machine Learning Algorithm
Y Hwang
Journal of Money & Finance (South Korea), 2019
5*2019
Stop-loss adjusted labels for machine learning-based trading of risky assets
Y Hwang, J Park, Y Lee, DY Lim
Finance Research Letters, 2023
42023
Temporal Representation Learning for Stock Similarities and Its Applications in Investment Management
Y Hwang, S Zohren, Y Lee
arXiv preprint arXiv:2407.13751, 2024
22024
Heterogeneous trading behaviors of individual investors: A deep clustering approach
Y Hwang, J Park, JH Kim, Y Lee, FJ Fabozzi
Finance Research Letters, 2024
22024
SimStock: Representation Model for Stock Similarities
Y Hwang, J Lee, D Kim, S Noh, J Hong, Y Lee
ICAIF-23 Main Track (Oral presentation), 2023
22023
CAFO: Feature-Centric Explanation on Time Series Classification
J Kim, SJ Hahn, Y Hwang, J Lee, S Lee
KDD-24 Main Track, 2024
12024
Household financial health: a machine learning approach for data-driven diagnosis and prescription
K Kim, Y Hwang, D Lim, S Kim, J Lee, Y Lee
Quantitative Finance, 2023
12023
Decision-informed Neural Networks with Large Language Model Integration for Portfolio Optimization
Y Hwang, Y Kong, S Zohren, Y Lee
arXiv preprint arXiv:2502.00828, 2025
2025
Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset
Y Hwang, Y Lee
AAAI-25 Main Track, 2024
2024
The system can't perform the operation now. Try again later.
Articles 1–10