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Huanqian Yan

3 accepted papers

2026

Dual-Seed Evolutionary Algorithm for Noise Optimization in Diffusion Models

AAAI 2026technical

Diffusion models have emerged as state-of-the-art generative methods, particularly excelling in conditional tasks such as prompt-driven image synthesis. While recent research emphasizes the pivotal role of noise seeds in enhancing text-image alignment and generating human-preferred outputs,these wor

Cited by 0SourcePDFScholar
2026

Obscure but Effective: Classical Chinese Jailbreak Prompt Optimization via Bio-Inspired Search

ICLR 2026poster

As Large Language Models (LLMs) are increasingly used, their security risks have drawn increasing attention. Existing research reveals that LLMs are highly susceptible to jailbreak attacks, with effectiveness varying across language contexts. This paper investigates the role of classical Chinese in…

Cited by 0SourcecodeScholar
2026

Phantom: Physical Object Interactions as Dynamic Triggers for NMS-Exploited Backdoors

CVPR 2026

Backdoor attacks pose potential threats to object detection models, highlighting the importance of studying their security. However, existing backdoor attacks mainly rely on trigger-specific intrinsic features, which limits their practicality in real-world scenarios. In this paper, we propose a nove

Cited by 0SourceScholar