37 citations · 68 across the 11 of their papers we have counts for
3 papers · 2 filters
PerfBench: Can Agents Resolve Real-World Performance Bugs?
Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan
Performance bugs are inefficiencies in software that waste computational resources without causing functional failures, making them particularly challenging to detect and fix. Whil…
FaultLine: Automated Proof-of-Vulnerability Generation Using LLM Agents
Vikram Nitin, Baishakhi Ray, Roshanak Zilouchian Moghaddam
Despite the critical threat posed by software security vulnerabilities, reports are often incomplete, lacking the proof-of-vulnerability (PoV) tests needed to validate fixes and pr…
SetupBench: Assessing Software Engineering Agents' Ability to Bootstrap Development Environments
Avi Arora, Jinu Jang, Roshanak Zilouchian Moghaddam
Modern Large Language Model (LLM) agents promise end to end assistance with real-world software tasks, yet existing benchmarks evaluate LLM agents almost exclusively in pre-baked e…