GitHub

SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning

Natural Language to SQL (NL2SQL) enables intuitive interactions with databases by transforming natural language queries into structured SQL statements. Despite recent advancements in enhancing ...
IEEE

Dual-Server-Based Lightweight Privacy-Preserving Federated Learning

Abstract: Federated learning (FL) allows multiple users to collaboratively train global machine learning models by keeping their data sets local. However, the existing privacy-preserving FL schemes ...
IEEE

Secure and Robust Federated Learning Under Dual-Server Architecture in Internet of Things

Abstract: The proliferation of Internet of Things (IoT) devices has led to the generation of vast amounts of sensitive and decentralized data. Federated Learning (FL) offers a promising solution by ...