Songhua Liu

14

Papers

303

Total Citations

Papers (14)

OminiControl: Minimal and Universal Control for Diffusion Transformer

POSTA: A Go-to Framework for Customized Artistic Poster Generation

CLEAR: Conv-Like Linearization Revs Pre-Trained Diffusion Transformers Up

Hash3D: Training-free Acceleration for 3D Generation

Teddy: Efficient Large-Scale Dataset Distillation via Taylor-Approximated Matching

Ultra-Resolution Adaptation with Ease

Distilled Datamodel with Reverse Gradient Matching

Heavy Labels Out! Dataset Distillation with Label Space Lightening

Image Editing As Programs with Diffusion Models

NeurIPS 2025arXiv

Mutual-Modality Adversarial Attack with Semantic Perturbation

UniversalBooth: Model-Agnostic Personalized Text-to-Image Generation

MindBridge: A Cross-Subject Brain Decoding Framework

Diffusion Model is Effectively Its Own Teacher

StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization