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

VPFLI: Verifiable Privacy-Preserving Federated Learning With Irregular Users Based on Single Server

Abstract: Federated learning (FL) is widely used in neural network-based deep learning, which allows multiple users to jointly train a model without disclosing their data. However, the data quality of ...
IEEE

A Novel Server-side Aggregation Strategy for Federated Learning in Non-IID situations

Abstract: Federated learning has been a promising distributed machine learning approach in many fields like e-economic, autodriving and medical imaging for its privacy-aware manner. However, ...