% BibTeX entries for publications of the Financial Engineering Lab.
% https://felab.hufs.ac.kr

@misc{park2026dial,
  author        = {Park, Sahong and Park, Suhwan and Lee, Hoyoung and Kwon, Gakyung and Ahn, Wonbin and Choi, Jaewon and Lopez-Lira, Alejandro and Kim, Yoon and Choi, Chanyeol and Kong, Hyeongwoo and Lee, Yongjae},
  title         = {Your AI, On a Dial: Controlling Investment Bias in LLMs with a Single Neuron},
  year          = {2026},
  eprint        = {2608.22852},
  archivePrefix = {arXiv},
  howpublished  = {arXiv preprint}
}

@inproceedings{kwon2026synth,
  author    = {Kwon, Kiwan and Kim, Kangmin and Lee, Hojin and Jung, Yeseong and Kong, Hyeongwoo and Potluru, Vamsi K. and Park, Saerom and Lee, Yongjae},
  title     = {Seq2Synth: Benchmarking Temporal Fidelity in Synthetic Sequential Tabular Data},
  year      = {2026},
  booktitle = {ACM International Conference on Information and Knowledge Management (CIKM)}
}

@article{tae2025machine,
  author  = {Tae, Inwoo and Kong, Hyeongwoo and Lee, Junghye and Lee, Yongjae},
  title   = {Machine Learning for Disease-Specific Prediction of High-Cost Patients},
  year    = {2025},
  journal = {Engineering Applications of Artificial Intelligence},
  doi     = {10.1016/j.engappai.2025.112200}
}

@article{kong2023tracking,
  author  = {Kong, Hyeongwoo and Yun, Wonje and Kim, Woo Chang},
  title   = {Tracking Customer Risk Aversion},
  year    = {2023},
  journal = {Finance Research Letters},
  doi     = {10.1016/j.frl.2023.103698}
}

@article{kong2022constructing,
  author  = {Kong, Hyeongwoo and Yun, Wonje and Joo, Weonyoung and Kim, Ju-Hyun and Kim, Kyoung-Kuk and Moon, Il-Chul and Kim, Woo Chang},
  title   = {Constructing a Personalized Recommender System for Life Insurance Products with Machine-Learning Techniques},
  year    = {2022},
  journal = {Intelligent Systems in Accounting, Finance and Management},
  doi     = {10.1002/isaf.1523}
}

@inproceedings{ji2020stochastic,
  author    = {Ji, Guseon and Kong, Hyeongwoo and Kim, Woo Chang and Ahn, Kwangwon},
  title     = {Stochastic Volatility and Early Warning Indicator},
  year      = {2020},
  booktitle = {International Conference on Computational Science (ICCS)},
  doi       = {10.1007/978-3-030-50371-0_30}
}

@phdthesis{kong2024enhancing,
  author = {Kong, Hyeongwoo},
  title  = {Enhancing Financial Services via Data Analytics and Machine Learning},
  year   = {2024},
  school = {KAIST}
}