2 citations · 2 across the 1 of their papers we have counts for
3 papers
cs.CL2025
Large-Small Model Collaboration for Enhancing Edge-Deployed Small Models
Peigen Liu, Yijiang Fan, Zixuan Xu +3
Edge devices host domain-specific small language models (SLMs) with limited resources, while private clouds offer larger LLMs. We propose G-Boost, an adaptive edge-cloud framework…
cs.LG2024
A Survey on LoRA of Large Language Models
Yuren Mao, Yuhang Ge, Yijiang Fan +4
Low-Rank Adaptation~(LoRA), which updates the dense neural network layers with pluggable low-rank matrices, is one of the best performed parameter efficient fine-tuning paradigms.…
cs.CL2024★ 2 cited
FinSQL: Model-Agnostic LLMs-based Text-to-SQL Framework for Financial Analysis
Chao Zhang, Yuren Mao, Yijiang Fan +5
Text-to-SQL, which provides zero-code interface for operating relational databases, has gained much attention in financial analysis; because, financial professionals may not well-s…