Curriculum Vitae
Education
M.S. in Computer Science Korea Advanced Institute of Science and Technology (KAIST) Mar. 2025 - Present Advisor: Prof. Seunghoon Hong
B.S. in Computer Science and Chemistry (Double Major) Korea Advanced Institute of Science and Technology (KAIST) Mar. 2019 - Feb. 2025
Gyeonggi Science High School for Gifted Mar. 2016 - Feb. 2019
Research Interests
- Neural network scaling
- Model fusion and parameter alignment
- Efficient approaches to build large models with limited resources
Publications
Conference Papers
AdaRank: Adaptive Rank Pruning for Enhanced Model Merging Chanhyuk Lee, Jiho Choi, Chanryeol Lee, Donggyun Kim, Seunghoon Hong International Conference on Learning Representations (ICLR), 2026 [arXiv] [Code]
Preprints
One-step Language Modeling via Continuous Denoising Chanhyuk Lee, Jaehoon Yoo, Manan Agarawal, Sheel Shah, Jerry Huang, Aditi Raghunathan, Seunghoon Hong, Nicholas M. Boffi, Jinwoo Kim Conference on Language Modeling (COLM), 2026, Workshop on Non-Autoregressive Language Modeling [arXiv] [Code] [Project]
Self-conditioned Flow Map Language Models via Fixed-point Flows Jaehoon Yoo, Wonjung Kim, Floor Eijkelboom, Chanhyuk Lee, Nicholas M. Boffi, Seunghoon Hong†, Jinwoo Kim† Conference on Language Modeling (COLM), 2026, Workshop on Non-Autoregressive Language Modeling [arXiv] [Code]
Posterior Refinement: Fast Language Generation via Any-Order Flow Maps Manan Agarwal, Sheel Shah, Chanhyuk Lee, Jaehoon Yoo, Jerry Huang, Seunghoon Hong, Aditi Raghunathan, Jinwoo Kim†, Nicholas M. Boffi† Conference on Language Modeling (COLM), 2026, Workshop on Non-Autoregressive Language Modeling [arXiv] [Code] [Project]
Infinite Mask Diffusion for Few-Step Distillation Jaehoon Yoo, Wonjung Kim, Chanhyuk Lee, Seunghoon Hong Under Review
Revisiting Weight Averaging for Model Merging Jiho Choi*, Donggyun Kim*, Chanhyuk Lee, Seunghoon Hong Preprint [arXiv] [Code]
Skills
- Programming Languages: Python, C/C++
- Deep Learning Frameworks: PyTorch
- Research Areas: Model merging, diffusion models, language models