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cs.DB2025
LLM and Agent-Driven Data Analysis: A Systematic Approach for Enterprise Applications and System-level Deployment
Xi Wang, Xianyao Ling, Kun Li +5
The rapid progress in Generative AI and Agent technologies is profoundly transforming enterprise data management and analytics. Traditional database applications and system deploym…
cs.AI2025
Multi-dimensional Data Analysis and Applications Basing on LLM Agents and Knowledge Graph Interactions
Xi Wang, Xianyao Ling, Kun Li +8
In the current era of big data, extracting deep insights from massive, heterogeneous, and complexly associated multi-dimensional data has become a significant challenge. Large Lang…