Yoontae Hwang

16 papers A* 2Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evaluating LLMs in Finance Requires Explicit Bias Consideration.
CoRR
Yaxuan Kong, Hoyoung Lee, Yoontae Hwang, Alejandro Lopez-Lira, Bradford Levy, Dhagash Mehta, Qingsong Wen, Chanyeol Choi, Yongjae Lee, Stefan Zohren
2026 J jnl
Forecasting Future Language: Context Design for Mention Markets.
CoRR
Sumin Kim, Jihoon Kwon, Yoon Kim, Nicole Kagan, Raffi Khatchadourian, Wonbin Ahn, Alejandro Lopez-Lira, Jaewon Lee, Yoontae Hwang, Oscar Levy, Yongjae Lee, Chanyeol Choi
2026 J jnl
NavFormer: IGRF Forecasting in Moving Coordinate Frames.
CoRR
Yoontae Hwang, Dongwoo Lee, Minseok Choi, Heechan Park, Yong Sup Ihn, Daham Kim, Deok-Young Lee
2025 J jnl
Decision-informed Neural Networks with Large Language Model Integration for Portfolio Optimization.
CoRR
Yoontae Hwang, Yaxuan Kong, Stefan Zohren, Yongjae Lee
2025 — conf
Fusing Narrative Semantics for Financial Volatility Forecasting.
ICAIF
Yaxuan Kong, Yoontae Hwang, Marcus Kaiser, Chris Vryonides, Roel Oomen, Stefan Zohren
2025 J jnl
Fusing Narrative Semantics for Financial Volatility Forecasting.
CoRR
Yaxuan Kong, Yoontae Hwang, Marcus Kaiser, Chris Vryonides, Roel Oomen, Stefan Zohren
2025 A* conf
Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset.
AAAI
Yoontae Hwang, Yongjae Lee
2025 J jnl
Signature-Informed Transformer for Asset Allocation.
CoRR
Yoontae Hwang, Stefan Zohren
2025 — conf
Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement.
ACL (1)
Yaxuan Kong, Yiyuan Yang, Yoontae Hwang, Wenjie Du, Stefan Zohren, Zhangyang Wang, Ming Jin, Qingsong Wen
2025 J jnl
Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement.
CoRR
Yaxuan Kong, Yiyuan Yang, Yoontae Hwang, Wenjie Du, Stefan Zohren, Zhangyang Wang, Ming Jin, Qingsong Wen
2024 A* conf
CAFO: Feature-Centric Explanation on Time Series Classification.
KDD
Jaeho Kim, Seok-Ju Hahn, Yoontae Hwang, Junghye Lee, Seulki Lee
2024 J jnl
CAFO: Feature-Centric Explanation on Time Series Classification.
CoRR
Jaeho Kim, Seok-Ju Hahn, Yoontae Hwang, Junghye Lee, Seulki Lee
2024 J jnl
Geodesic Flow Kernels for Semi-Supervised Learning on Mixed-Variable Tabular Dataset.
CoRR
Yoontae Hwang, Yongjae Lee
2024 J jnl
Temporal Representation Learning for Stock Similarities and Its Applications in Investment Management.
CoRR
Yoontae Hwang, Stefan Zohren, Yongjae Lee
2023 J jnl
Identifying household finance heterogeneity via deep clustering.
Ann. Oper. Res.
Yoontae Hwang, Yongjae Lee, Frank J. Fabozzi
2023 — conf
SimStock : Representation Model for Stock Similarities.
ICAIF
Yoontae Hwang, JunHyeong Lee, Daham Kim, Seunghwan Noh, Joohwan Hong, Yongjae Lee