Author

Xiao Liu

Observed name: Liu, Xiao

Institutions: Harbin Engineering University, China Mobile (China), Hainan University

Observed institutions: Harbin Engineering University, China Mobile (China), Hainan University

OpenAlex ID: A5124890968

Building a marine reasoning large model: a method based on structured chain-of-thought fine-tuning and knowledge graph

2026 · Yanfei Lin, Zhilin Du, et al. · Intelligent Marine Technology and Systems · 1

MSign: An Optimizer Preventing Training Instability in Large Language Models via Stable Rank Restoration

2026 · Ren, Lianhai, Ding, Yucheng, et al. · arXiv (Cornell University)

Works count: 4

Citation count: 6

H-index: 1

I10-index: