Publications

MoBiQuant: Mixture-of-Bits Quantization for Token-Adaptive Elastic LLMs

Dongwei Wang*, Jinhee Kim*, Seokho Han*, Denis Gudovskiy, Yohei Nakata, Tomoyuki Okuno, KhayTze Peong, Kang Eun Jeon, Jong Hwan Ko, Yiran Chen, Huanrui Yang†

Published in arXiv preprint, 2026

* equal contribution, † corresponding author

Recommended citation: https://arxiv.org/pdf/2602.20191

MSQ: Memory-Efficient Bit Sparsification Quantization

Seokho Han*, Seoyeon Yoon*, Jinhee Kim, Dongwei Wang, Kang Eun Jeon†, Huanrui Yang†, Jong Hwan Ko†

Published in ICCV 2025, 2025

* equal contribution, † corresponding author

Recommended citation: https://www.arxiv.org/pdf/2507.22349