EvoRepair is the first experience-based self-evolving agent framework for automated vulnerability repair, reporting 90.46% overall success on PATCHEVAL and SEC-bench benchmarks.
Title resolution pending
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.SE 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
FastContext adds a dedicated repository-exploration subagent powered by bootstrapped 4B-30B models that improves coding-agent resolution by up to 5.5% and cuts token use by up to 60% on SWE-bench Multilingual, Pro, and SWE-QA.
citing papers explorer
-
EvoRepair: Enhancing Vulnerability Repair Agents Through Experience-Based Self-Evolution
EvoRepair is the first experience-based self-evolving agent framework for automated vulnerability repair, reporting 90.46% overall success on PATCHEVAL and SEC-bench benchmarks.
-
FastContext: Training Efficient Repository Explorer for Coding Agents
FastContext adds a dedicated repository-exploration subagent powered by bootstrapped 4B-30B models that improves coding-agent resolution by up to 5.5% and cuts token use by up to 60% on SWE-bench Multilingual, Pro, and SWE-QA.