Enhancing Code Model Robustness Against Identifier Renaming via Unified Code Normalization
Jiajun Jiang, Song-Rui Li, Hanmo You et al.
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Jul 2026
PurifAI: Detecting and Fixing Search-Induced Distortions in Web-Augmented LLMs
PurifAI, a proactive, model-agnostic, cache-level purification system designed for safety- and compliance-sensitive deployments, is presented, explicitly designed to preserve knowledge alignment with a pre-defined trusted knowledge core.
Guoqing Wang, Zhao Zhang, Zeyu Sun et al.
· Annual International ACM SIG... · 0 citations