2 papers
cs.LG2026
Worst-Case Optimal -Rate Stability of KL Divergence under Perturbations of Gaussian Distributions
Jialu Pan, Yufeng Zhang, Nan Hu +3
We establish a stability bound for the Kullback-Leibler (KL) divergence when its Gaussian reference distribution is perturbed. Existing relaxed triangle inequalities of KL divergen…
cs.SE2026
SF: Principled Hybrid Testing With Fuzzing, Symbolic Execution, and Sampling
Lianjing Wang, Yufeng Zhang, Kenli Li +5
Hybrid testing that integrates fuzzing, symbolic execution, and sampling has demonstrated superior testing efficiency compared to individual techniques. However, the state-of-the-a…