2 papers
cs.CV2026
Video2LoRA: Unified Semantic-Controlled Video Generation via Per-Reference-Video LoRA
Zexi Wu, Baolu Li, Jing Dai +5
Achieving semantic alignment across diverse video generation conditions remains a significant challenge. Methods that rely on explicit structural guidance often enforce rigid spati…
cs.CR2025
CAHS-Attack: CLIP-Aware Heuristic Search Attack Method for Stable Diffusion
Shuhan Xia, Jing Dai, Hui Ouyang +3
Diffusion models exhibit notable fragility when faced with adversarial prompts, and strengthening attack capabilities is crucial for uncovering such vulnerabilities and building mo…