| 2025 | ICCV | Learnable Logit Adjustment for Imbalanced Semi-Supervised Learning Under Class Distribution Mismatch. | Hyuck Lee, Taemin Park, Heeyoung Kim |
| 2024 | CVPR | CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning. | Hyuck Lee, Heeyoung Kim |
| 2024 | ECCV | Rebalancing Using Estimated Class Distribution for Imbalanced Semi-supervised Learning Under Class Distribution Mismatch. | Taemin Park, Hyuck Lee, Heeyoung Kim |
| 2024 | ICDE | Simultaneous Deep Clustering and Feature Selection via K-concrete Autoencoder (Extended abstract). | Woojin Doo, Heeyoung Kim |
| 2024 | ICML | Uncertainty Estimation by Density Aware Evidential Deep Learning. | Taeseong Yoon, Heeyoung Kim |
| 2023 | AAAI | Inverse-Reference Priors for Fisher Regularization of Bayesian Neural Networks. | Keunseo Kim, Eun-Yeol Ma, Jeongman Choi, Heeyoung Kim |
| 2021 | ICML | Objective Bound Conditional Gaussian Process for Bayesian Optimization. | Taewon Jeong, Heeyoung Kim |
| 2019 | ICML | Ladder Capsule Network. | Taewon Jeong, Youngmin Lee, Heeyoung Kim |
| 2016 | IJCAI | Bayesian Nonparametric Collaborative Topic Poisson Factorization for Electronic Health Records-Based Phenotyping. | Wonsung Lee, Youngmin Lee, Heeyoung Kim, Il-Chul Moon |
| 2010 | ICDM | Spatiotemporal Event Detection in Mobility Network. | S. Tom Au, Rong Duan, Heeyoung Kim, Guangqin Ma |
| 2008 | RO-MAN | Personality design of sociable robots by control of gesture design factors. | Heeyoung Kim, Sonya S. Kwak, Myungsuk Kim |
| 2003 | IGARSS | Fast implementation of 3-D SPIHT using tree information matrix. | Heeyoung Kim, Jihwan Choe, Chulhee Lee |