← Search

Zenghao Niu

2 accepted papers

2025

CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing

AAAI 2025technical

For efficient and high-fidelity local facial attribute editing, most existing editing methods either require additional fine-tuning for different editing effects or tend to affect beyond the editing regions. Alternatively, inpainting methods can edit the target image region while preserving external…

2024

Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping

AAAI 2024technical

Adversarial examples generated by a surrogate model typically exhibit limited transferability to unknown target systems. To address this problem, many transferability enhancement approaches (e.g., input transformation and model augmentation) have been proposed. However, they show poor performances i…