Yuxuan Mu
Scholar

Yuxuan Mu

Google Scholar ID: Feoyh4AAAAAJ
Simon Fraser University
3D Computer VisionComputer Animation
Citations & Impact
All-time
Citations
336
 
H-index
6
 
i10-index
5
 
Publications
11
 
Co-authors
15
list available
Resume (English only)
Academic Achievements
  • StableMotion: Training motion cleanup models with unpaired corrupted data, SIGGRAPH Asia 2025 (first author)
  • MotionDreamer: One-to-more motion synthesis with localized generative masked transformer, ICLR 2025
  • GSD: First 3D diffusion model directly on Gaussian Splatting for real-world reconstruction, ECCV 2024
  • MoMask: Generative masked modeling for text-driven 3D human motion generation, CVPR 2024 (co-first author)
  • Generative Human Motion Stylization in Latent Space, ICLR 2024 (co-first author)
  • RACon: Retrieval-augmented simulated character locomotion control, ICME 2024 (Oral, first author)
  • Event-based Human Pose Tracking by Spiking Spatiotemporal Transformer, IEEE TCSVT 2023
Background
  • Ph.D. student at the GrUVi Lab, Simon Fraser University, advised by Professor Xue bin (Jason) Peng
  • Research focuses on character animation and embodied AI
  • Work centers around 3D human motion—spanning estimation, generation, physics simulation, and control
  • Aims to bridge the gap between physical and virtual worlds for richer perception, understanding, and interaction
  • Designs generative models and reinforcement learning systems that leverage physics simulations to better capture and replicate human behavior