3 papers
cs.DB2026
SQLoom: Set-Contrastive Learning of Syntactic, Semantic, and Logical Dependencies for Text-to-SQL
Hao Fu, Degang Sun, Wan Wei +3
Text-to-SQL translates natural language questions into SQL queries, enabling database access without writing SQL. Fine-tuning open-weight large language models (LLMs) is cost-effec…
cs.CE2026
PyPSA-Libya: An Open-Source Energy System Model for National Decarbonization and Hydrogen Export Pathways
Mohamed Abuella
Libya possesses significant renewable energy potential that remains largely untapped. This paper presents PyPSA-Libya, a national-scale model built on the PyPSA-Earth framework, de…
cs.CR2026
NetAgent: Multi-Task Agentic Network Traffic Analysis Made Practical
Hao Fu, Dawn Song, Peng Gao
Network traffic analysis is central to network security, spanning tasks from intrusion detection to encrypted traffic classification. Existing approaches either train task-specific…