Difan Liu
19 papers · 2018–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (8) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (5)
π
Cross-Pollinator
(5)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(34)
π¬
Deep Specialist
(10)
π§¬
Topic Evolution
π±
Topic Pioneer
π
Keyword Champion
(4)
π
Century Club
(19)
π
Trend Setter
ποΈ
Keyword Collector
(90)
β‘
Prolific Year
(8)
Conferences
CVPR (10)
ICCV (4)
ECCV (3)
ICLR (1)
WACV (1)
Top co-authors
Keywords
diffusion model
(9)
video generation
(5)
vector graphics
(4)
image generation
(3)
3d shape
(3)
video synthesis
(2)
score distillation sampling
(2)
line drawing
(2)
neural rendering
(2)
video diffusion
(2)
motion synthesis
(1)
knowledge distillation
(1)
3d vision
(1)
image reconstruction
(1)
attention mechanism
(1)
policy gradient
(1)
transformer architecture
(1)
program synthesis
(1)
3d shape generation
(1)
scene understanding
(1)
Papers
Mean-Shift Distillation for Diffusion Mode Seeking
WACV 2026
Move-in-2D: 2D-Conditioned Human Motion Generation
CVPR 2025
Visual Persona: Foundation Model for Full-Body Human Customization
CVPR 2025
VideoGigaGAN: Towards Detail-rich Video Super-Resolution
CVPR 2025
Rethinking Layered Graphic Design Generation with a Top-Down Approach
ICCV 2025
DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization
ICCV 2025
VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation
ICCV 2025
VecFusion: Vector Font Generation with Diffusion
CVPR 2024
LRM: Large Reconstruction Model for Single Image to 3D
ICLR 2024
NIVeL: Neural Implicit Vector Layers for Text-to-Vector Generation
CVPR 2024
SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model
CVPR 2024
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
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
Neural Strokes: Stylized Line Drawing of 3D Shapes
ICCV 2021
Neural Contours: Learning to Draw Lines From 3D Shapes
CVPR 2020
ParSeNet: A Parametric Surface Fitting Network for 3D Point Clouds
ECCV 2020
CSGNet: Neural Shape Parser for Constructive Solid Geometry
CVPR 2018