Youtian Lin
Scholar

Youtian Lin

Google Scholar ID: VhhHLhIAAAAJ
Nanjing University
3D VisionComputer VisionMachine Learning
Citations & Impact
All-time
Citations
774
 
H-index
9
 
i10-index
9
 
Publications
15
 
Co-authors
14
list available
Resume (English only)
Academic Achievements
  • [{'Paper': 'SpatialVID: A Large-Scale Video Dataset with Spatial Annotations', 'Conference': 'ArXiv 2025'}, {'Paper': 'Direct3D-S2: Gigascale 3D Generation Made Easy with Spatial Sparse Attention', 'Conference': 'NeurIPS 2025'}, {'Paper': 'Gaussian-Flow: 4D Reconstruction with Dynamic 3D Gaussian Particles', 'Conference': 'CVPR 2024 - Highlight'}, {'Paper': 'Relightable 3D Gaussian: Real-time Point Cloud Relighting with BRDF Decomposition and Ray Tracing', 'Conference': 'ECCV 2024'}, {'Paper': 'Align Your Rhythm: Generating Highly Aligned Dance Poses with Gating-Enhanced Rhythm-Aware Feature Representation', 'Conference': 'ICCV 2025'}, {'Paper': 'Flow Distillation Sampling: Regularizing 3D Gaussians with Pre-trained Matching Priors', 'Conference': 'ICLR 2025'}, {'Paper': 'Direct3D: Scalable Image-to-3D Generation via 3D Latent Diffusion Transformer', 'Conference': 'NeurIPS 2024'}, {'Paper': 'FastDrag: Manipulate Anything in O', 'Conference': 'NeurIPS 2024'}]
Background
  • Research Interests: 3D/4D Reconstruction & Generation, Neural Rendering, Generative Models, High-Performance GPU Programming. Profile: Ph.D. student in Computer Science at Nanjing University, supervised by Prof. Yao Yao, Prof. Xun Cao, and Prof. Tieniu Tan. Previously, he pursued a Ph.D. at Harbin Institute of Technology and obtained his M.S. from Harbin Engineering University in 2021, advised by Prof. Jian Guan.
Miscellany
  • Will join Apple as a Research Intern in summer 2025.