25 citations · 42 across the 3 of their papers we have counts for
3 papers
cs.SE2026
RESTOR: Automated Test Oracle Generation for RESTful APIs via Reinforcement Learning
Xun Zhou, Zhen Dong, Mingyu Ren +6
Modern REST API testing faces a critical challenge in defining reliable test oracles, particularly in agile industrial environments where formal specifications (e.g., OpenAPI) are…
cs.CL2023★ 25 cited
ClassEval: A Manually-Crafted Benchmark for Evaluating LLMs on Class-level Code Generation
Xueying Du, Mingwei Liu, Kaixin Wang +7
In this work, we make the first attempt to evaluate LLMs in a more challenging code generation scenario, i.e. class-level code generation. We first manually construct the first cla…
cs.CR2021★ 17 cited
Reinforcement Learning Based Sparse Black-box Adversarial Attack on Video Recognition Models
Zeyuan Wang, Chaofeng Sha, Su Yang
We explore the black-box adversarial attack on video recognition models. Attacks are only performed on selected key regions and key frames to reduce the high computation cost of se…