| 2026 | ACL | LayerNorm Induces Recency Bias in Transformer Decoders. | Junu Kim, Xiao Liu, Zhenghao Lin, Lei Ji, Yeyun Gong, Edward Choi |
| 2026 | LREC | Modeling Clinical Uncertainty in Radiology Reports: From Explicit Uncertainty Markers to Implicit Reasoning Pathways. | Paloma Rabaey, Jong Hak Moon, Jung-Oh Lee, Min Gwan Kim, Hangyul Yoon, Thomas Demeester, Edward Choi |
| 2025 | ACL | A Large-Scale Real-World Evaluation of an LLM-Based Virtual Teaching Assistant. | Sunjun Kweon, Sooyohn Nam, Hyunseung Lim, Hwajung Hong, Edward Choi |
| 2025 | IJCNLP | R2-KG: General-Purpose Dual-Agent Framework for Reliable Reasoning on Knowledge Graphs. | Sumin Jo, Junseong Choi, Jiho Kim, Edward Choi |
| 2025 | NAACL | Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning. | Sungjin Park, Xiao Liu, Yeyun Gong, Edward Choi |
| 2025 | NAACL | Single Ground Truth Is Not Enough: Adding Flexibility to Aspect-Based Sentiment Analysis Evaluation. | Soyoung Yang, Hojun Cho, Jiyoung Lee, Sohee Yoon, Edward Choi, Jaegul Choo, Won Ik Cho |
| 2024 | ACL | 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, Yoon Bin Jung, Yohan Jo, Edward Choi |
| 2024 | ACL | KorNAT: LLM Alignment Benchmark for Korean Social Values and Common Knowledge. | Jiyoung Lee, Minwoo Kim, Seungho Kim, Junghwan Kim, Seunghyun Won, Hwaran Lee, Edward Choi |
| 2024 | ACL | EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records. | Jaehee Ryu, Seonhee Cho, Gyubok Lee, Edward Choi |
| 2024 | CIKM | Time is Not Enough: Time-Frequency based Explanation for Time-Series Black-Box Models. | Hyunseung Chung, Sumin Jo, Yeonsu Kwon, Edward Choi |
| 2024 | EMNLP | Forecasting Future International Events: A Reliable Dataset for Text-Based Event Modeling. | Daehoon Gwak, Junwoo Park, Minho Park, ChaeHun Park, Hyunchan Lee, Edward Choi, Jaegul Choo |
| 2024 | ICASSP | Multimodal Transformer with a Low-Computational-Cost Guarantee. | Sungjin Park, Edward Choi |
| 2024 | ICLR | Self-Supervised Contrastive Learning for Long-term Forecasting. | Junwoo Park, Daehoon Gwak, Jaegul Choo, Edward Choi |
| 2023 | AAAI | Revisiting the Importance of Amplifying Bias for Debiasing. | Jungsoo Lee, Jeonghoon Park, Daeyoung Kim, Juyoung Lee, Edward Choi, Jaegul Choo |
| 2023 | ACL | FactKG: Fact Verification via Reasoning on Knowledge Graphs. | Jiho Kim, Sungjin Park, Yeonsu Kwon, Yohan Jo, James Thorne, Edward Choi |
| 2023 | ACL | Open-WikiTable : Dataset for Open Domain Question Answering with Complex Reasoning over Table. | Sunjun Kweon, Yeonsu Kwon, Seonhee Cho, Yohan Jo, Edward Choi |
| 2023 | EMNLP | KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models. | Jiho Kim, Yeonsu Kwon, Yohan Jo, Edward Choi |
| 2023 | ICASSP | Text-to-ECG: 12-Lead Electrocardiogram Synthesis Conditioned on Clinical Text Reports. | Hyunseung Chung, Jiho Kim, Joon-Myoung Kwon, Ki-Hyun Jeon, Min Sung Lee, Edward Choi |
| 2023 | ICASSP | Perspective Projection-Based 3d CT Reconstruction from Biplanar X-Rays. | Daeun Kyung, Kyungmin Jo, Jaegul Choo, Joonseok Lee, Edward Choi |
| 2023 | ICASSP | Exploration Into Translation-Equivariant Image Quantization. | Woncheol Shin, Gyubok Lee, Jiyoung Lee, Eunyi Lyou, Joonseok Lee, Edward Choi |
| 2023 | WACV | Task Agnostic and Post-hoc Unseen Distribution Detection. | Radhika Dua, Seongjun Yang, Yixuan Li, Edward Choi |
| 2022 | BMVC | Unconditional Image-Text Pair Generation with Multimodal Cross Quantizer. | Hyungyung Lee, Sungjin Park, Joonseok Lee, Edward Choi |
| 2022 | BMVC | Correlation between Alignment-Uniformity and Performance of Dense Contrastive Representations. | Jong Hak Moon, Wonjae Kim, Edward Choi |
| 2022 | COLING | Reweighting Strategy Based on Synthetic Data Identification for Sentence Similarity. | Taehee Kim, ChaeHun Park, Jimin Hong, Radhika Dua, Edward Choi, Jaegul Choo |
| 2022 | EMNLP | Rethinking Style Transformer with Energy-based Interpretation: Adversarial Unsupervised Style Transfer using a Pretrained Model. | Hojun Cho, Dohee Kim, Seungwoo Ryu, ChaeHun Park, Hyungjong Noh, Jeong-In Hwang, Minseok Choi, Edward Choi, Jaegul Choo |
| 2022 | EMNLP | Specializing Multi-domain NMT via Penalizing Low Mutual Information. | Jiyoung Lee, Hantae Kim, Hyunchang Cho, Edward Choi, Cheonbok Park |
| 2022 | EMNLP | Do Language Models Understand Measurements? | Sungjin Park, Seungwoo Ryu, Edward Choi |
| 2022 | ICDE | A Knowledge Base Question Answering System for Cyber Threat Knowledge Acquisition. | Zhengjie Ji, Edward Choi, Peng Gao |
| 2022 | ICPR | Automatic Detection of Noisy Electrocardiogram Signals Without Explicit Noise Labels. | Radhika Dua, Jiyoung Lee, Joon-Myoung Kwon, Edward Choi |
| 2021 | AAAI | Vid-ODE: Continuous-Time Video Generation with Neural Ordinary Differential Equation. | Sunghyun Park, Kangyeol Kim, Junsoo Lee, Jaegul Choo, Joonseok Lee, Sookyung Kim, Edward Choi |
| 2021 | ACL | Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction. | Gyubok Lee, Seongjun Yang, Edward Choi |
| 2021 | BMVC | Continuous-Time Video Generation via Learning Motion Dynamics with Neural ODE. | Kangyeol Kim, Sunghyun Park, Junsoo Lee, Joonseok Lee, Sookyung Kim, Jaegul Choo, Edward Choi |
| 2021 | SIGMOD | A System for Automated Open-Source Threat Intelligence Gathering and Management. | Peng Gao, Xiaoyuan Liu, Edward Choi, Bhavna Soman, Chinmaya Mishra, Kate Farris, Dawn Song |
| 2020 | AAAI | Learning the Graphical Structure of Electronic Health Records with Graph Convolutional Transformer. | Edward Choi, Zhen Xu, Yujia Li, Michael Dusenberry, Gerardo Flores, Emily Xue, Andrew M. Dai |
| 2018 | CVPR | MorphNet: Fast & Simple Resource-Constrained Structure Learning of Deep Networks. | Ariel Gordon, Elad Eban, Ofir Nachum, Bo Chen, Hao Wu, Tien-Ju Yang, Edward Choi |
| 2018 | ICLR | Compositional Obverter Communication Learning from Raw Visual Input. | Edward Choi, Angeliki Lazaridou, Nando de Freitas |
| 2017 | KDD | GRAM: Graph-based Attention Model for Healthcare Representation Learning. | Edward Choi, Mohammad Taha Bahadori, Le Song, Walter F. Stewart, Jimeng Sun |
| 2016 | KDD | Multi-layer Representation Learning for Medical Concepts. | Edward Choi, Mohammad Taha Bahadori, Elizabeth Searles, Catherine Coffey, Michael Thompson, James Bost, Javier Tejedor-Sojo, Jimeng Sun |
| 2015 | AMIA | I-SMILE: Similarity based Just-in-time Recommendation System for Public Health. | Edward Choi, Jina J. Dcruz, Sizhe Lin, Kelly Ryder, Aashu B. Singh, Hang Su |
| 2015 | AMIA | System Architecture of CDC I-SMILE Recommendation Engine. | Edward Choi, Jina J. Dcruz, Sizhe Lin, Aashu B. Singh, Hang Su, Kelly Ryder, Sridhar R. Papagari Sangareddy, Herman D. Tolentino, Jimeng Sun |
| 2015 | AMIA | Information System for Mobile Immersive Learning Environment for Just-in-Time Learning in Public Health. | Jina J. Dcruz, Kelly Ryder, Edward Choi, Sizhe Lin, Aashu B. Singh, Hang Su, Sridhar R. Papagari Sangareddy, Herman D. Tolentino, Jimeng Sun |
| 2015 | ICDM | Constructing Disease Network and Temporal Progression Model via Context-Sensitive Hawkes Process. | Edward Choi, Nan Du, Robert Chen, Le Song, Jimeng Sun |
| 2014 | EMNLP | Balanced Korean Word Spacing with Structural SVM. | Changki Lee, Edward Choi, Hyunki Kim |
| 2007 | CISS | Architecture of a RFID with integrated antenna in 3D SOI-CMOS. | Edward Choi, Andreas G. Andreou |
| 2006 | ISCAS | CMOS pixel-level ADC with change detection. | Yu M. Chi, Udayan Mallik, Edward Choi, Matthew A. Clapp, G. Gauwenberghs, Ralph Etienne-Cummings |
| 2006 | ISCAS | Chip-scale magnetic sensing and control of nanoparticles and nanorods. | Edward Choi, Zhiyong Gu, David H. Gracias, Andreas G. Andreou |
| 2006 | ISCAS | System for deposition and characterization of polypyrrole/gold bilayer hinges. | Edward Choi, Yingkai Liu, Elisabeth Smela, Andreas G. Andreou |