JunHyeong Lee

14 papers Journal 9Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhanced Conditional Generation of Double Perovskite by Knowledge-Guided Language Model Feedback.
CoRR
Inhyo Lee, JunHyeong Lee, Jongwon Park, Kyungtae Lim, Seunghwa Ryu
2025 J jnl
IM-Chat: A Multi-agent LLM-based Framework for Knowledge Transfer in Injection Molding Industry.
CoRR
JunHyeong Lee, Joon-Young Kim, Heekyu Kim, Inhyo Lee, Seunghwa Ryu
2025 — conf
Mean Variance Efficient Collaborative Filtering for Stock Recommendations.
ICAIF
Munki Chung, JunHyeong Lee, Yongjae Lee, Woo Chang Kim
2025 J jnl
Real-Time Structural Health Monitoring with Bayesian Neural Networks: Distinguishing Aleatoric and Epistemic Uncertainty for Digital Twin Frameworks.
CoRR
Hanbin Cho, Jecheon Yu, Hyeonbin Moon, Jiyoung Yoon, JunHyeong Lee, Giyoung Kim, Jinhyoung Park, Seunghwa Ryu
2025 — conf
Return Prediction for Mean-Variance Portfolio Selection: How Decision-Focused Learning Shapes Forecasting Models.
ICAIF
JunHyeong Lee, Haeun Jeon, Hyunglip Bae, Yongjae Lee
2025 J jnl
Symbol-based entity marker highlighting for enhanced text mining in materials science with generative AI.
CoRR
JunHyeong Lee, Jong Min Yuk, Chan-Woo Lee
2025 J jnl
Toward Knowledge-Guided AI for Inverse Design in Manufacturing: A Perspective on Domain, Physics, and Human-AI Synergy.
CoRR
Hugon Lee, Hyeonbin Moon, JunHyeong Lee, Seunghwa Ryu
2025 — conf
Your AI, Not Your View: The Bias of LLMs in Investment Analysis.
ICAIF
Hoyoung Lee, Junhyuk Seo, Suhwan Park, JunHyeong Lee, Wonbin Ahn, Chanyeol Choi, Alejandro Lopez-Lira, Yongjae Lee
2025 J jnl
Your AI, Not Your View: The Bias of LLMs in Investment Analysis.
CoRR
Hoyoung Lee, Junhyuk Seo, Suhwan Park, JunHyeong Lee, Wonbin Ahn, Chanyeol Choi, Alejandro Lopez-Lira, Yongjae Lee
2024 J jnl
Anatomy of Machines for Markowitz: Decision-Focused Learning for Mean-Variance Portfolio Optimization.
CoRR
JunHyeong Lee, Inwoo Tae, Yongjae Lee
2023 J jnl
Analytical Modeling and Design of 27.12 MHz Single-Switch DC-DC Converter With PCB Transformer.
IEEE Access
Hyukjae Kwon, JunHyeong Lee, Juwon Lee, Jung-Ik Ha
2023 — conf
SimStock : Representation Model for Stock Similarities.
ICAIF
Yoontae Hwang, JunHyeong Lee, Daham Kim, Seunghwan Noh, Joohwan Hong, Yongjae Lee
2019 J jnl
Enabling real-time audio-video inputs for Internet of Things operational policy enforcement.
Internet Things
Razib Iqbal, Jared Hall, JunHyeong Lee, Aminul Islam
2018 — conf
A Cloud Middleware Enabling Natural Speech Analysis for IoT Policy Enforcement in Smart Home Environments.
ICIOT
Razib Iqbal, JunHyeong Lee, Jared Hall