| 2026 | EACL | TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs. | Minjae Lee, Wonjun Kang, Byeongkeun Ahn, Christian Classen, Kevin Galim, Seunghyuk Oh, Minghao Yan, Hyung Il Koo, Kangwook Lee |
| 2025 | ACL | State-offset Tuning: State-based Parameter-Efficient Fine-Tuning for State Space Models. | Wonjun Kang, Kevin Galim, Yuchen Zeng, Minjae Lee, Hyung Il Koo, Nam Ik Cho |
| 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 | Parameter-Efficient Fine-Tuning of State Space Models. | Kevin Galim, Wonjun Kang, Yuchen Zeng, Hyung Il Koo, Kangwook Lee |
| 2025 | WACV | Counting Guidance for High Fidelity Text-to-Image Synthesis. | Wonjun Kang, Kevin Galim, Hyung Il Koo, Nam Ik Cho |
| 2024 | ECCV | Eta Inversion: Designing an Optimal Eta Function for Diffusion-Based Real Image Editing. | Wonjun Kang, Kevin Galim, Hyung Il Koo |
| 2020 | ICPR | Improving Explainability of Integrated Gradients with Guided Non-Linearity. | Hyuk Jin Kwon, Hyung Il Koo, Nam Ik Cho |
| 2019 | ICIP | Age Estimation Using Trainable Gabor Wavelet Layers In A Convolutional Neural Network. | Hyuk Jin Kwon, Hyung Il Koo, Jae Woong Soh, Nam Ik Cho |
| 2018 | ICPR | Scene text rectification using glyph and character alignment properties. | Tae Ho Kil, Hyung Il Koo, Nam Ik Cho |
| 2017 | ICDAR | Robust Document Image Dewarping Method Using Text-Lines and Line Segments. | Tae Ho Kil, Wonkyo Seo, Hyung Il Koo, Nam Ik Cho |
| 2016 | VCIP | Fast and simple text replacement algorithm for text-based augmented reality. | Hyung Il Koo, Beom Su Kim, Young Ki Baik, Nam Ik Cho |
| 2010 | CVPR | Rectification of figures and photos in document images using bounding box interface. | Hyung Il Koo, Nam Ik Cho |
| 2010 | ECCV | State Estimation in a Document Image and Its Application in Text Block Identification and Text Line Extraction. | Hyung Il Koo, Nam Ik Cho |
| 2010 | ICIP | A video object segmentation algorithm based on the feature learning and shape tracking. | Sang-Hak Lee, Hyung Il Koo, Nam Ik Cho |
| 2010 | MMSP | A new image projection method for panoramic image stitching. | Beom Su Kim, Hyung Il Koo, Nam Ik Cho |
| 2009 | ICASSP | A new method to find an optimal warping function in image stitching. | Hyung Il Koo, Beom Su Kim, Nam Ik Cho |
| 2009 | ICCV | Graph cuts using a Riemannian metric induced by tensor voting. | Hyung Il Koo, Nam Ik Cho |
| 2009 | ICIP | Eliminating structure misalignments using robust matching and image editing based on seam carving. | Hyung Il Koo, Jung Gap Kuk, Nam Ik Cho |
| 2009 | ICIP | An unsupervised image segmentation algorithm based on the machine learning of appropriate features. | Sang-Hak Lee, Hyung Il Koo, Nam Ik Cho |
| 2008 | ICASSP | Image denoising based on a statistical model for wavelet coefficients. | Hyung Il Koo, Nam Ik Cho |
| 2008 | ICIP | Camera-based document digitization using multiple images. | Jinho Kim, Hyung Il Koo, Nam Ik Cho |
| 2008 | ICIP | Boosting image segmentation. | Hyung Il Koo, Nam Ik Cho |
| 2008 | ICPR | Non-rigid image registration based on the globally optimized correspondences. | Hyung Il Koo, Jung Gap Kuk, Nam Ik Cho |
| 2007 | ICASSP | Prior Model for the MRF Modeling of Multi-Channel Images. | Hyung Il Koo, Nam Ik Cho |
| 2006 | ICIP | MAP-Based Object Extraction from Uncalibrated Image Pair. | Hyung Il Koo, Sang Hwa Lee, Nam Ik Cho, Seong Keun Kim, Dong Hahk Lee, Sunghoon Lee |
| 2006 | ICIP | Stochastic Approach to Separate Diffuse and Specular Reflections. | Sang Hwa Lee, Hyung Il Koo, Nam Ik Cho, Jong-Il Park |
| 2003 | ICIP | A relevance feedback algorithm based on the clustering and Parzen window. | Hyung Il Koo, Nam Ik Cho |