Difan Liu

22 papers · 2018–2026 · 5 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🗺️ Taxonomy Completionist (38) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird

🧬 Topic Evolution 🏆 Keyword Champion (2) 🔬 Deep Specialist (10) 📈 Trend Setter ⚡ Prolific Year · Productive 💎 Century Club · Bronze 🗃️ Keyword Collector (104)

Venues

CVPR (13) ICCV (4) ECCV (3) ICLR (1) WACV (1)

Top co-authors

Yang Zhou (7) Feng Liu (7) Evangelos Kalogerakis (7) Matthew Fisher (6) Nanxuan Zhao (5) Jimei Yang (3) Yan Kang (3) Yuchen Liu (3) Yiran Xu (3) Vikas Thamizharasan (3)

Research topics

Deep Learning (18) Computer Vision (16) Generation (14) Models (14) Artificial Intelligence (7) Core AI (7) Machine Learning (6) Architectures (6) Computer Science (5) Applications (5) Analysis (4) Techniques (3) Application Areas (2) Core Methods (2) Learning Types (2)

Keywords

diffusion model (9) video generation (5) vector graphics (5) vision-language model (4) image generation (3) 3d shape (3) video synthesis (2) score distillation sampling (2) text-to-image generation (2) video diffusion (2) neural rendering (2) transformer architecture (2) line drawing (2) multimodal learning (1) knowledge distillation (1) policy gradient (1) attention mechanism (1) scene understanding (1) 3d shape generation (1) neural architecture search (1)

Papers

DuetSVG: Unified Multimodal SVG Generation with Internal Visual Guidance CVPR 2026 Mean-Shift Distillation for Diffusion Mode Seeking WACV 2026 Rethinking Prompt Design for Inference-time Scaling in Text-to-Visual Generation CVPR 2026 VectorArk: Learning Practical Image Vectorization with Rounded Polygon Representation CVPR 2026 DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization ICCV 2025 Move-in-2D: 2D-Conditioned Human Motion Generation CVPR 2025 Rethinking Layered Graphic Design Generation with a Top-Down Approach ICCV 2025 VEGGIE: Instructional Editing and Reasoning Video Concepts with Grounded Generation ICCV 2025 VideoGigaGAN: Towards Detail-rich Video Super-Resolution CVPR 2025 Visual Persona: Foundation Model for Full-Body Human Customization CVPR 2025 Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models 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 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 VecFusion: Vector Font Generation with Diffusion CVPR 2024 Visual Layout Composer: Image-Vector Dual Diffusion Model for Design Layout Generation 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