| 2026 | AAAI | When Reasoning Collapses: A Depth-Aware Probe into LLM Reasoning (Student Abstract). | Azka Ikramullah, Abdul Majeed, Kyunghyun Lee, Seong Oun Hwang |
| 2025 | COLING | LLMs on interactive feature collections with implicit dynamic decision strategy. | Juyeon Heo, Vihari Piratla, Kyunghyun Lee, Hyonkeun Joh, Adrian Weller |
| 2025 | ICRA | Bridging Spectral-Wise and Multi-Spectral Depth Estimation Via Geometry-Guided Contrastive Learning. | Ukcheol Shin, Kyunghyun Lee, Jean Oh |
| 2025 | MICCAI | DeformMLP: Effective Deformation Prediction for Breast Cancer Using Graph Topology-Assisted MLPs. | Yong-Min Shin, Kyunghyun Lee, Sunghwan Lim, Kyungho Yoon, Won-Yong Shin |
| 2024 | CVPR | Learning to Control Camera Exposure via Reinforcement Learning. | Kyunghyun Lee, Ukcheol Shin, Byeong-Uk Lee |
| 2024 | ICRA | Complementary Random Masking for RGB-Thermal Semantic Segmentation. | Ukcheol Shin, Kyunghyun Lee, In So Kweon, Jean Oh |
| 2023 | WACV | Self-supervised Monocular Depth Estimation from Thermal Images via Adversarial Multi-spectral Adaptation. | Ukcheol Shin, Kwanyong Park, Byeong-Uk Lee, Kyunghyun Lee, In So Kweon |
| 2022 | IROS | DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning. | Ukcheol Shin, Kyunghyun Lee, In So Kweon |
| 2021 | CVPR | Depth Completion Using Plane-Residual Representation. | Byeong-Uk Lee, Kyunghyun Lee, In So Kweon |
| 2020 | ICRA | CNN-Based Simultaneous Dehazing and Depth Estimation. | Byeong-Uk Lee, Kyunghyun Lee, Jean Oh, In So Kweon |