2 papers
cs.CR2026
Generate "Normal", Edit Poisoned: Branding Injection via Hint Embedding in Image Editing
Desen Sun, Jason Hon, Howe Wang +3
With the rapid advancement of generative AI, users increasingly rely on image-generation models for image design and creation. To achieve faithful outputs, users typically engage i…
cs.CV2026
HybridStitch: Pixel and Timestep Level Model Stitching for Diffusion Acceleration
Desen Sun, Jason Hon, Jintao Zhang +1
Diffusion models have demonstrated a remarkable ability in Text-to-Image (T2I) generation applications. Despite the advanced generation output, they suffer from heavy computation o…