Songhua Liu
Scholar

Songhua Liu

Google Scholar ID: AnYh2rAAAAAJ
Shanghai Jiao Tong University
Computer VisionMachine Learning
Citations & Impact
All-time
Citations
2,156
 
H-index
21
 
i10-index
28
 
Publications
20
 
Co-authors
16
list available
Resume (English only)
Academic Achievements
  • Recipient of NUS Research Scholarship
  • Awarded the 2023 National Award for Outstanding Self-financed Chinese Students Abroad
  • 2 papers accepted by NeurIPS 2025 (including first work by Ms. Yujia Hu)
  • 3 papers accepted by ICCV 2025 (including 1 oral)
  • 2 papers accepted by ICML 2025
  • 3 papers accepted by CVPR 2025
  • 1 paper accepted by ACL 2025 (by undergraduate Mr. Xinhao Tan)
  • Released multiple projects: WinWinLay (layout-to-image), IEAP (free GPT-4o image editor), LLaVA-Meteor (efficient VLM), Flash Sculptor (single-image 3D reconstruction), URAE (4K adaptation of diffusion models), OminiControl2 (controllable generation), CFM (spectral filtering for dataset distillation), CLEAR (linearization of diffusion transformers), and a benchmark for large-scale dataset compression