Actionable topological mapping for navigation using nearby objects. - Junyoung Kim; Juyong Kim 002; Seungil You; Yoonseon Oh; Songhwai Oh (CASE, 2012)

Taxonomy-Regularized Semantic Deep Convolutional Neural Networks. - Wonjoon Goo; Juyong Kim 002; Gunhee Kim; Sung Ju Hwang (ECCV (2), 2016)

SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization. - Juyong Kim 002; Yookoon Park; Gunhee Kim; Sung Ju Hwang (ICML, 2017)

Improved Clinical Abbreviation Expansion via Non-Sense-Based Approaches. - Juyong Kim 002; Linyuan Gong; Justin Khim; Jeremy C. Weiss; Pradeep Ravikumar (ML4H@NeurIPS, 2020)

Improving Compositional Generalization in Classification Tasks via Structure Annotations. - Juyong Kim 002; Pradeep Ravikumar; Joshua Ainslie; Santiago Ontañón (ACL/IJCNLP (2), 2021)

Context-Sensitive Spelling Correction of Clinical Text via Conditional Independence. - Juyong Kim 002; Jeremy C. Weiss; Pradeep Ravikumar (CHIL, 2022)

AnEMIC: A Framework for Benchmarking ICD Coding Models. - Juyong Kim 002; Abheesht Sharma; Suhas Shanbhogue; Jeremy C. Weiss; Pradeep Ravikumar (EMNLP (Demos), 2022)

Individual Fairness Under Uncertainty. - Wenbin Zhang 002; Zichong Wang; Juyong Kim 002; Cheng Cheng 001; Thomas Oommen; Pradeep Ravikumar; Jeremy C. Weiss (ECAI, 2023)

Individual Fairness Guarantee in Learning with Censorship. - Wenbin Zhang 002; Juyong Kim 002; Zichong Wang; Pradeep Ravikumar; Jeremy C. Weiss (CoRR, 2023)

WHAM: Reconstructing World-Grounded Humans with Accurate 3D Motion. - Soyong Shin; Juyong Kim 002; Eni Halilaj; Michael J. Black (CVPR, 2024)

Using Multimodal Data to Improve Precision of Inpatient Event Timelines. - Gabriel Frattallone-Llado; Juyong Kim 002; Cheng Cheng 001; Diego Salazar; Smitha Edakalavan; Jeremy C. Weiss (PKDD (4), 2024)

Knowledge-Enriched Machine Learning for Tabular Data. - Juyong Kim 002; Chandler Squires; Pradeep Ravikumar (NeuS, 2025)

MIMIC-IV-Ext-22MCTS: A 22 Millions-Event Temporal Clinical Time-Series Dataset with Relative Timestamp for Risk Prediction. - Jing Wang; Xing Niu 001; Juyong Kim 002; Jie Shen; Tong Zhang; Jeremy C. Weiss (CoRR, 2025)