I'm a M.S student at KAIST Graduate School of AI, advised by Professor Edward Choi.
I'm interested in Reliability, NLP and healthcare. I hope to make a reliable model that can be used safely in real world. Feel free to contact me!
[Feb - Aug 2022] NAVER Corporation - Papago Team, advised by Cheonbok Park
Jiyoung Lee, Hantae Kim, Hyunchang Cho, Edward Choi, Cheonbok Park. Specializing Multi-domain NMT via Penalizing Low Mutual Information. In Proc. of Empirical Methods in Natural Language Processing (EMNLP) 2022 [Poster]
Kyunghoon Hur∗, Jiyoung Lee∗, Jungwoo Oh, Wesley Price, Young-Hak Kim, Edward Choi. Unifying Heterogenous Electronic Health Records Systems via Text-Based Code Embedding. In Proc. of Conference on Health, Inference, and Learning (CHIL) 2022 [Code]
Radhika Dua, Jiyoung Lee, Joon-myung Kwon, Edward Choi. Automatic Detection of Noisy Electrocardiogram Signals without Explicit Noise Labels. In International Workshop on Pattern Recognition in Healthcare Analytics (PRHA) 2022
Jiyoung Lee, Wonjae Kim, Daehoon Gwak, Edward Choi. Conditional Generation of Periodic Signals with Fourier-Based Decoder. In Deep Generative Models and Downstream Applications Workshop at NeurIPS 2021 [Code]
Woncheol Shin, Gyubok Lee, Jiyoung Lee, Joonseok Lee, Edward Choi. Translation-equivariant Image Quantizer for Bi-directional Image-Text Generation. arXiv:2112.00384
- Joungmin Choi, Jiyoung Lee, Jieun Kim, Jihyun Kim, Heejoon Chae, Breast Cancer Subtype Classification utilizing Multi-Omics Data Integration based on Neural Network. In Journal of Korean Institute of Information Scientists and Engineers (JOK), VOL 46 NO. 02 PP. 0476 0478 2019. 12