18 citations · 18 across the 2 of their papers we have counts for
2 papers
cs.LG2025
Concolic Testing on Individual Fairness of Neural Network Models
Ming-I Huang, Chih-Duo Hong, Fang Yu
This paper introduces PyFair, a formal framework for evaluating and verifying individual fairness of Deep Neural Networks (DNNs). By adapting the concolic testing tool PyCT, we gen…
cs.LG2023★ 18 cited
Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality
Liyuan Wang, Jingyi Xie, Xingxing Zhang +3
Prompt-based continual learning is an emerging direction in leveraging pre-trained knowledge for downstream continual learning, and has almost reached the performance pinnacle unde…