Peihua Li
Scholar

Peihua Li

Google Scholar ID: AVweY3cAAAAJ
Dalian University of Technology
Computer VisionDeep LearningStatistical Modeling
Citations & Impact
All-time
Citations
13,122
 
H-index
25
 
i10-index
47
 
Publications
20
 
Co-authors
0
 
Contact
No contact links provided.
Resume (English only)
Academic Achievements
  • Honorable Mention for National Excellent Doctoral Dissertation in China
  • Supported by the Program for New Century Excellent Talents in University (MOE)
  • Supervised Ph.D. student Qilong Wang awarded CAAI Outstanding Doctoral Dissertation
  • 1st place in large-scale iNaturalist Challenge (8,000 species) at FGVC5 CVPR 2018
  • 2nd place in Alibaba Large-scale Image Search Challenge 2015
  • 4th place in Noisy Iris Challenge Evaluation I
  • Published extensively in top-tier venues: IEEE TPAMI/TIP/TCSVT, ICCV/CVPR/ECCV/NeurIPS
  • 2025: ICML paper accepted (Brownian distance covariance + CLIP for few-shot action recognition)
  • 2025: Two CVPR papers accepted (LLMs/multimodal foundation models for few-shot learning; cross-domain few-shot action recognition)
  • 2024: NeurIPS paper accepted (knowledge distillation)
  • 2023: IEEE TPAMI paper accepted (optimization perspective of second-order pooling)
  • 2022: CVPR oral presentation (~5% acceptance rate) on few-shot learning
  • 2021: NeurIPS paper accepted (video action recognition); Outstanding Reviewer Award
  • 2020: IEEE TPAMI paper on matrix power normalized covariance pooling; two CVPR papers
  • 2019: Two CVPR papers; organized PRCV 2018 tutorial on higher-order statistical modeling in ConvNets
  • 2018: NIPS (now NeurIPS) paper accepted
Co-authors
0 total
Co-authors: 0 (list not available)