3 papers
cs.AI2026
Integrating Reasoning and Generalization in Text-to-SQL via Self-Enhanced Fine-Tuning
Feng Lyu, Jinfeng Cen, Sijing Duan +4
Text-to-SQL aims to translate natural language questions into executable SQL queries over structured databases, enabling non-expert users to access data intuitively. While recent a…
cs.DC2024
Joint Model Assignment and Resource Allocation for Cost-Effective Mobile Generative Services
Shuangwei Gao, Peng Yang, Yuxin Kong +2
Artificial Intelligence Generated Content (AIGC) services can efficiently satisfy user-specified content creation demands, but the high computational requirements pose various chal…
cs.LG2024
Resource-Efficient Generative AI Model Deployment in Mobile Edge Networks
Yuxin Liang, Peng Yang, Yuanyuan He +1
The surging development of Artificial Intelligence-Generated Content (AIGC) marks a transformative era of the content creation and production. Edge servers promise attractive benef…