Author

Rong Feng

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Review Sep 2026

Stage-Supervised Latent Reasoning for Single-Shot JavaScript Deobfuscation

JavaScript obfuscation is widely used to protect code, but it also makes program analysis and security review substantially harder. Existing LLM-based deobfuscation methods usually treat the task as one-step translation, ignoring the staged structure of practical deobfuscation pipelines. This WIP paper proposes a stage...

Rong Feng, Suman Saha · 0 citations

#software testing Preprint Sep 2026

Verified Learning for Compiler Optimization: An LLM-Guided Architecture with Formal Control

This work fine-tune a code-centric LLM on transformations produced by Wyvern and embed Alive2 into a feedback loop that enforces semantic preservation for every generated rewrite, demonstrating that generative AI components can be safely integrated into compiler pipelines through deterministic validation and structured...

Devyani Singh, Rong Feng, Suman Saha · 0 citations