Scholar
Jinpei Guo
Google Scholar ID: TXKT170AAAAJ
Carnegie Mellon University
Citations & Impact
Citations
160
H-index
4
i10-index
3
Publications
9
Co-authors
14
list available
Publications
Resume (English only)
Academic Achievements
- Publication: Towards Redundancy Reduction in Diffusion Models for Efficient Video Super-Resolution, arXiv, 2025
- Publication: OSCAR: One-Step Diffusion Codec Across Multiple Bit-rates, NeurIPS, 2025
- Publication: Compression-Aware One-Step Diffusion Model for JPEG Artifact Removal, ICCV, 2025
- Publication: GMTR: Graph Matching Transformers, ICASSP, 2024
- Publication: Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization, NeurIPS, 2024
- Publication: From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization, NeurIPS, 2023
- Snap Inc. Gift Funding, ¥108,000, 2025
- Chiang Chen Overseas Graduate Fellowship, ¥360,000, 2024
- SenseTime Scholarship, ¥20,000, 2023
- Chinese National Scholarship, ¥8,000 × 2, 2022, 2023
- Shanghai Scholarship, ¥8,000, 2021
- Zhiyuan Honorary Scholarship, ¥5,000 × 3, 2021, 2022, 2023
Background
- Research Interests: Low-level computer vision, leveraging diffusion-based generative models to enhance visual realism and designing efficient architectures to reduce their high computational cost. Currently working closely with Dr. Jian Wang from Snap Inc.
Miscellany
- Personal interests not mentioned
