Scholar
Difan Liu
Google Scholar ID: FHtM5MUAAAAJ
Research Scientist, Adobe Research
Citations & Impact
Citations
1,467
H-index
13
i10-index
14
Publications
20
Co-authors
10
list available
Publications
Resume (English only)
Academic Achievements
- VEGGIE: Instructional Editing and Reasoning of Video Concepts with Grounded Generation (ICCV 2025, equal contribution)
- DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization (ICCV 2025)
- Rethinking Layered Graphic Design Generation with a Top-Down Approach (ICCV 2025)
- VideoGigaGAN: Towards Detail-rich Video Super-Resolution (CVPR 2025)
- Progressive Autoregressive Video Diffusion Models (CVPR CVEU Workshop 2025)
- Visual Persona: Foundation Model for Full-Body Human Customization (CVPR 2025)
- Move-in-2D: 2D-Conditioned Human Motion Generation (CVPR 2025)
- Customize-A-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models (ECCV 2024)
- HARIVO: Harnessing Text-to-Image Models for Video Generation (ECCV 2024)
- VecFusion: Vector Font Generation with Diffusion (CVPR 2024, Highlight, equal contribution)
- NIVeL: Neural Implicit Vector Layers for Text-to-Vector Generation (CVPR 2024)
- Visual Layout Composer: Image-Vector Dual Diffusion Model for Design Layout Generation (CVPR 2024)
- Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models (CVPR 2024)
- SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model (CVPR 2024)
- LRM: Large Reconstruction Model for Single Image to 3D (ICLR 2024, Oral Presentation)
- ASSET: Autoregressive Semantic Scene Editing with Transformers at High Resolutions (CVPR)
