I'm a phD 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] Research Intern at NAVER Corporation Papago Team
[Sep 2023 - Present] Advisory Committee Member at SelectStar AI NLP Team
Jiyoung Lee, Seungho Kim, Seunghyun Won, Joonseok Lee, Marzyeh Ghassemi, James Thorne, Jaeseok Choi, O-Kil Kwon, and Edward Choi. VisAlign: Dataset for Measuring the Degree of Alignment between AI and Humans in Visual Perception. In Proc. of Neural Information Processing Systems (NeurIPS) 2023 Datasets and Benchmarks
Woncheol Shin, Gyubok Lee, Jiyoung Lee, Eunyi Lyou, Joonseok Lee, Edward Choi. Translation-equivariant Image Quantizer for Bi-directional Image-Text Generation. In Proc. of International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2023
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]
- 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