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20232025
most citedAdvancing the Robustness of Large Language Models through Self-Denoised Smoothing

4 citations · 11 across the 14 of their papers we have counts for

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cs.SE2025

HarnessLLM: Automatic Testing Harness Generation via Reinforcement Learning

Yujian Liu, Jiabao Ji, Yang Zhang +3

Existing LLM-based automatic test generation methods mainly produce input and expected output pairs to categorize the intended behavior of correct programs. Although straightforwar…