2 papers
cs.AI2026
G-LNS: Generative Large Neighborhood Search for LLM-Based Automatic Heuristic Design
Baoyun Zhao, He Wang, Liang Zeng
While Large Language Models (LLMs) have recently shown promise in Automated Heuristic Design (AHD), existing approaches typically formulate AHD around constructive priority rules o…
cs.AI2025
Automated Algorithmic Discovery for Scientific Computing through LLM-Guided Evolutionary Search: A Case Study in Gravitational-Wave Detection
He Wang, Liang Zeng
Automated algorithm discovery in scientific computing faces fundamental challenges: vast design spaces with expensive evaluations, domain-specific physical constraints requiring ex…