2 papers
cs.LG2026
Learning with Bilevel-Minimax Optimization for Efficient and Reliable Transfer Attacks
Yaohua Liu, Yifan Guo, Jiaxin Gao
Transfer-based adversarial attacks craft adversarial examples using surrogate models to mislead black-box victim models. Beyond perturbation generation, transferability is fundamen…
cs.NE2026
Learning to Evolve for Optimization via Stability-Inducing Neural Unrolling
Jiaxin Gao, Yaohua Liu, Ran Cheng +1
Evolutionary algorithms serve as a powerful paradigm for tackling optimization challenges, yet their reliance on manually engineered heuristics inherently limits their adaptability…