A hierarchical-structured dictionary learning for image classification. - Jaesik Yoon; Jinho Choi 002; Chang D. Yoo (ICIP, 2014)

Bayesian Model-Agnostic Meta-Learning. - Jaesik Yoon; Taesup Kim; Ousmane Dia; Sungwoong Kim; Yoshua Bengio; Sungjin Ahn (NeurIPS, 2018)

Deep Learning on Key Performance Indicators for Predictive Maintenance in SAP HANA. - Jaekoo Lee; Byunghan Lee; Jongyoon Song; Jaesik Yoon; Yongsik Lee; Donghun Lee 001; Sungroh Yoon (CoRR, 2018)

Enhanced Gas-Sensing Performance of GO/TiO2 Composite by Photocatalysis. - Eunji Lee; Doo-Hee Lee; Jaesik Yoon; Yilin Yin; You-Na Lee 003; Sunil Uprety; Young Soo Yoon; Dong-Joo Kim (Sensors, 2018)

Sequential Neural Processes. - Gautam Singh; Jaesik Yoon; Youngsung Son; Sungjin Ahn (NeurIPS, 2019)

One-Shot Learning for Text-to-SQL Generation. - Dongjun Lee; Jaesik Yoon; Jongyun Song; Sang-gil Lee; Sungroh Yoon (CoRR, 2019)

Robustifying Sequential Neural Processes. - Jaesik Yoon; Gautam Singh; Sungjin Ahn (ICML, 2020)

Generative Video Transformer: Can Objects be the Words? - Yi-Fu Wu; Jaesik Yoon; Sungjin Ahn (ICML, 2021)

TransDreamer: Reinforcement Learning with Transformer World Models. - Chang Chen; Yi-Fu Wu; Jaesik Yoon; Sungjin Ahn (CoRR, 2022)

An Investigation into Pre-Training Object-Centric Representations for Reinforcement Learning. - Jaesik Yoon; Yi-Fu Wu; Heechul Bae; Sungjin Ahn (ICML, 2023)

Spatially-Aware Transformers for Embodied Agents. - Junmo Cho; Jaesik Yoon; Sungjin Ahn (ICLR, 2024)

Dr. Strategy: Model-Based Generalist Agents with Strategic Dreaming. - Hany Hamed; Subin Kim; Dongyeong Kim; Jaesik Yoon; Sungjin Ahn (ICML, 2024)

Spatially-Aware Transformer for Embodied Agents. - Junmo Cho; Jaesik Yoon; Sungjin Ahn (CoRR, 2024)

Monte Carlo Tree Diffusion for System 2 Planning. - Jaesik Yoon; Hyeonseo Cho; Doojin Baek; Yoshua Bengio; Sungjin Ahn (CoRR, 2025)

Adaptive Cyclic Diffusion for Inference Scaling. - Gyubin Lee; Truong Nhat Nguyen Bao; Jaesik Yoon; Dongwoo Lee; Minsu Kim 004; Yoshua Bengio; Sungjin Ahn (CoRR, 2025)

Fast Monte Carlo Tree Diffusion: 100x Speedup via Parallel Sparse Planning. - Jaesik Yoon; Hyeonseo Cho; Yoshua Bengio; Sungjin Ahn (CoRR, 2025)