| 2025 | ICML | VersaPRM: Multi-Domain Process Reward Model via Synthetic Reasoning Data. | Thomas Zeng, Shuibai Zhang, Shutong Wu, Christian Classen, Daewon Chae, Ethan Ewer, Minjae Lee, Heeju Kim, Wonjun Kang, Jackson Kunde, Ying Fan, Jungtaek Kim, Hyung Il Koo, Kannan Ramchandran, Dimitris Papailiopoulos, Kangwook Lee |
| 2025 | ICML | Density Ratio Estimation-based Bayesian Optimization with Semi-Supervised Learning. | Jungtaek Kim |
| 2024 | CIKM | Exploiting Preferences in Loss Functions for Sequential Recommendation via Weak Transitivity. | Hyunsoo Chung, Jungtaek Kim, Hyungeun Jo, Hyungwon Choi |
| 2024 | ICLR | Generalized Neural Sorting Networks with Error-Free Differentiable Swap Functions. | Jungtaek Kim, Jeongbeen Yoon, Minsu Cho |
| 2024 | ICML | Noise-Adaptive Confidence Sets for Linear Bandits and Application to Bayesian Optimization. | Kwang-Sung Jun, Jungtaek Kim |
| 2022 | AISTATS | On Uncertainty Estimation by Tree-based Surrogate Models in Sequential Model-based Optimization. | Jungtaek Kim, Seungjin Choi |
| 2022 | ICLR | On Evaluation Metrics for Graph Generative Models. | Rylee Thompson, Boris Knyazev, Elahe Ghalebi, Jungtaek Kim, Graham W. Taylor |
| 2022 | IJCAI | Learning to Assemble Geometric Shapes. | Jinhwi Lee, Jungtaek Kim, Hyunsoo Chung, Jaesik Park, Minsu Cho |
| 2022 | UAI | Combinatorial Bayesian optimization with random mapping functions to convex polytopes. | Jungtaek Kim, Seungjin Choi, Minsu Cho |
| 2019 | ICML | Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks. | Juho Lee, Yoonho Lee, Jungtaek Kim, Adam R. Kosiorek, Seungjin Choi, Yee Whye Teh |
| 2018 | AAAI | On the Optimal Bit Complexity of Circulant Binary Embedding. | Saehoon Kim, Jungtaek Kim, Seungjin Choi |
| 2018 | ICASSP | Open Set Recognition by Regularising Classifier with Fake Data Generated by Generative Adversarial Networks. | Inhyuk Jo, Jungtaek Kim, Hyohyeong Kang, Yong-Deok Kim, Seungjin Choi |
| 2018 | ICASSP | Clustering-Guided Gp-Ucb for Bayesian Optimization. | Jungtaek Kim, Seungjin Choi |
| 2000 | APLAS | Partial CPS Transformation Using Static Annotation. | Jungtaek Kim, Kwangkeun Yi |