Unsupervised learning approach for network intrusion detection system using autoencoders. - Hyunseung Choi; Mintae Kim; Gyubok Lee; Wooju Kim (J. Supercomput., 2019)

Diverse and Admissible Trajectory Forecasting Through Multimodal Context Understanding. - Seong Hyeon Park; Gyubok Lee; Jimin Seo; Manoj Bhat; Minseok Kang; Jonathan Francis; Ashwin R. Jadhav; Paul Pu Liang; Louis-Philippe Morency (ECCV (11), 2020)

Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction. - Gyubok Lee; Seongjun Yang; Edward Choi (ACL/IJCNLP (2), 2021)

Erythropoiesis stimulating agent recommendation model using recurrent neural networks for patient with kidney failure with replacement therapy. - Hae-Ryong Yun; Gyubok Lee; Myeong Jun Jeon; Hyung Woo Kim; Young Su Joo; Hyoungnae Kim; Tae Ik Chang; Jung Tak Park; Seung Hyeok Han; Shin-Wook Kang; Wooju Kim; Tae-Hyun Yoo (Comput. Biol. Medicine, 2021)

Translation-equivariant Image Quantizer for Bi-directional Image-Text Generation. - Woncheol Shin; Gyubok Lee; Jiyoung Lee; Joonseok Lee; Edward Choi (CoRR, 2021)

EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records. - Gyubok Lee; Hyeonji Hwang; Seongsu Bae; Yeonsu Kwon; Woncheol Shin; Seongjun Yang; Minjoon Seo; Jong-Yeup Kim; Edward Choi (NeurIPS, 2022)

Exploration Into Translation-Equivariant Image Quantization. - Woncheol Shin; Gyubok Lee; Jiyoung Lee; Eunyi Lyou; Joonseok Lee; Edward Choi (ICASSP, 2023)

EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images. - Seongsu Bae; Daeun Kyung; Jaehee Ryu; Eunbyeol Cho; Gyubok Lee; Sunjun Kweon; Jungwoo Oh; Lei Ji 001; Eric I-Chao Chang; Tackeun Kim; Edward Choi (NeurIPS, 2023)

ECG-QA: A Comprehensive Question Answering Dataset Combined With Electrocardiogram. - Jungwoo Oh; Gyubok Lee; Seongsu Bae; Joon-Myoung Kwon; Edward Choi (NeurIPS, 2023)

Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health Records. - Gyubok Lee; Sunjun Kweon; Seongsu Bae; Edward Choi (ClinicalNLP@NAACL, 2024)

Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes. - Sunjun Kweon; Junu Kim; Jiyoun Kim; Sujeong Im; Eunbyeol Cho; Seongsu Bae; Jungwoo Oh; Gyubok Lee; Jong Hak Moon; Seng Chan You; Seungjin Baek; Chang Hoon Han; et al. (ACL (Findings), 2024)

EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records. - Jaehee Ryu; Seonhee Cho; Gyubok Lee; Edward Choi (ACL (Findings), 2024)

EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records. - Yeonsu Kwon; Jiho Kim; Gyubok Lee; Seongsu Bae; Daeun Kyung; Wonchul Cha; Tom Pollard; Alistair Johnson; Edward Choi (NeurIPS, 2024)

TrustSQL: A Reliability Benchmark for Text-to-SQL Models with Diverse Unanswerable Questions. - Gyubok Lee; Woosog Chay; Seonhee Cho; Edward Choi (CoRR, 2024)

Towards Unbiased Evaluation of Detecting Unanswerable Questions in EHRSQL. - Yongjin Yang; Sihyeon Kim; SangMook Kim; Gyubok Lee; Se-Young Yun; Edward Choi (CoRR, 2024)