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
Improving Large Language Models Function Calling and Interpretability via Guided-Structured Templates
Hy Dang, Tianyi Liu, Zhuofeng Wu +9
Large language models (LLMs) have demonstrated strong reasoning and tool-use capabilities, yet they often fail in real-world tool-interactions due to incorrect parameterization, po…