publications

Preprints

2025

1. Preprint

   AdaRank: Adaptive Rank Pruning for Enhanced Model Merging

   Chanhyuk Lee, Jiho Choi, Chanryeol Lee, Donggyun Kim, and Seunghoon Hong

   arXiv preprint, Under Review, 2025

   arXiv Bib PDF

   @article{lee2025adarankadaptiverankpruning,
     title = {AdaRank: Adaptive Rank Pruning for Enhanced Model Merging},
     author = {Lee, Chanhyuk and Choi, Jiho and Lee, Chanryeol and Kim, Donggyun and Hong, Seunghoon},
     journal = {arXiv preprint, Under Review},
     year = {2025},
     eprint = {2503.22178},
     archiveprefix = {arXiv},
     primaryclass = {cs.LG},
     url = {https://arxiv.org/abs/2503.22178},
   }

2024

1. Preprint

   Revisiting Weight Averaging for Model Merging

   Jiho Choi, Donggyun Kim, Chanhyuk Lee, and Seunghoon Hong

   arXiv preprint, Under Review, 2024

   arXiv Bib PDF

   @article{choi2024revisitingweightaveragingmodel,
     title = {Revisiting Weight Averaging for Model Merging},
     author = {Choi, Jiho and Kim, Donggyun and Lee, Chanhyuk and Hong, Seunghoon},
     journal = {arXiv preprint, Under Review},
     year = {2024},
     eprint = {2412.12153},
     archiveprefix = {arXiv},
     primaryclass = {cs.LG},
   }

Conferences