Manisha Mukherjee

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Code Generation & Program Synthesis (1)Recommendation & Information Retrieval (1)Red-Teaming & Adversarial Robustness (1)

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Manisha Mukherjee (1)Vincent J. Hellendoorn (1)Vincent J. Hellendoorn (1)

Papers (1)

Mar 2, 2026

Manisha Mukherjee +32w ago

Inference-Time Safety For Code LLMs Via Retrieval-Augmented Revision

Forget retraining: this retrieval-augmented method dynamically patches code LLMs against new vulnerabilities using Stack Overflow discussions, boosting security without model updates.

Manisha Mukherjee, Manisha Mukherjee, Vincent J. Hellendoorn +1

Code Generation & Program Synthesis Recommendation & Information Retrieval Red-Teaming & Adversarial Robustness

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Manisha Mukherjee

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)