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2020 – today
- 2025
[c4]Junhyeong Lee
, Haeun Jeon, Hyunglip Bae, Yongjae Lee:
Return Prediction for Mean-Variance Portfolio Selection: How Decision-Focused Learning Shapes Forecasting Models. ICAIF 2025: 114-122- [c3]Hoyoung Lee, Junhyuk Seo, Suhwan Park, Junhyeong Lee, Wonbin Ahn, Chanyeol Choi, Alejandro Lopez-Lira, Yongjae Lee:
Your AI, Not Your View: The Bias of LLMs in Investment Analysis. ICAIF 2025: 150-158 - [c2]Munki Chung, Junhyeong Lee, Yongjae Lee, Woo Chang Kim:
Mean Variance Efficient Collaborative Filtering for Stock Recommendations. ICAIF 2025: 806-813 - [i7]Junhyeong Lee, Jong Min Yuk, Chan-Woo Lee:
Symbol-based entity marker highlighting for enhanced text mining in materials science with generative AI. CoRR abs/2505.05864 (2025) - [i6]Hugon Lee, Hyeonbin Moon, Junhyeong Lee, Seunghwa Ryu:
Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy. CoRR abs/2506.00056 (2025) - [i5]Junhyeong Lee, Joon-Young Kim, Heekyu Kim, Inhyo Lee, Seunghwa Ryu:
IM-Chat: A Multi-agent LLM-based Framework for Knowledge Transfer in Injection Molding Industry. CoRR abs/2507.15268 (2025) - [i4]Hoyoung Lee, Junhyuk Seo, Suhwan Park, Junhyeong Lee, Wonbin Ahn, Chanyeol Choi, Alejandro Lopez-Lira, Yongjae Lee:
Your AI, Not Your View: The Bias of LLMs in Investment Analysis. CoRR abs/2507.20957 (2025) - [i3]Inhyo Lee, Junhyeong Lee, Jongwon Park, KyungTae Lim, Seunghwa Ryu:
Enhanced Conditional Generation of Double Perovskite by Knowledge-Guided Language Model Feedback. CoRR abs/2511.22307 (2025) - [i2]Hanbin Cho, Jecheon Yu, Hyeonbin Moon, Jiyoung Yoon, Junhyeong Lee, Giyoung Kim, Jinhyoung Park, Seunghwa Ryu:
Real-Time Structural Health Monitoring with Bayesian Neural Networks: Distinguishing Aleatoric and Epistemic Uncertainty for Digital Twin Frameworks. CoRR abs/2512.03115 (2025) - 2024
- [i1]Junhyeong Lee, Inwoo Tae, Yongjae Lee:
Anatomy of Machines for Markowitz: Decision-Focused Learning for Mean-Variance Portfolio Optimization. CoRR abs/2409.09684 (2024) - 2023
- [j1]Hyukjae Kwon, Junhyeong Lee, Juwon Lee, Jung-Ik Ha:
Analytical Modeling and Design of 27.12 MHz Single-Switch DC-DC Converter With PCB Transformer. IEEE Access 11: 12741-12753 (2023) - [c1]Yoontae Hwang, Junhyeong Lee, Daham Kim, Seunghwan Noh, Joohwan Hong, Yongjae Lee:
SimStock : Representation Model for Stock Similarities. ICAIF 2023: 533-540
Coauthor Index
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