2 papers
cs.AI2026
Agent4cs: A Multi-agent System for Code Summarization in Large Hierarchical Codebases
Yongjian Tang, Ezgi Sarikayak, Doruk Tuncel +2
Understanding large, complex codebases, especially those with obfuscated structures and incomplete documentation, remains a significant challenge. Existing code summarization solut…
cs.SE2026
Evaluating LLMs on Real-World Software Performance Optimization
Ezgi Sarıkayak, Wenchao Gu, Hesham Ghonim +1
Software performance optimization is a notoriously complex and manual task. Despite the growing use of Large Language Models (LLMs) for code refinement, we still lack benchmarks th…