Xiu Tang
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Publications per year
126
Top categories
Crypto×1NLP×1Distributed×1ML×1
Frequent co-authors
Research Timeline
2026
A Survey on Split Learning for LLM Fine-Tuning: Models, Systems, and Privacy Optimizations
This survey provides a comprehensive, structured taxonomy of split learning techniques for fine-tuning Large Language Models (LLMs), covering model optimization, system efficiency, and privacy preservation.
Highlighted terms show continued research focus across papers
Papers
cs.CRcs.CLcs.DCRecentApr 27, 2026
A Survey on Split Learning for LLM Fine-Tuning: Models, Systems, and Privacy Optimizations
Zihan Liu, Yizhen Wang, Rui Wang, Xiu Tang +1 more
This survey provides a comprehensive, structured taxonomy of split learning techniques for fine-tuning Large Language Models (LLMs), covering model optimization, system efficiency, and privacy preserv…
View →