Wangkai li
Scholar

Wangkai li

Google Scholar ID: vgWptp0AAAAJ
Ph.D student, University of Science and Technology of China
Computer VisionMachine Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
405
 
H-index
8
 
i10-index
7
 
Publications
19
 
Co-authors
0
 
Contact
CVOpen ↗GitHubOpen ↗
Resume
Academic Achievements
  • Publications:
  • - Wangkai Li, Rui Sun, Zhaoyang Li, Tianzhu Zhang. “Towards Robust Pseudo-Label Learning in Semantic Segmentation: An Encoding Perspective”. Conference on Neural Information Processing Systems (NeurIPS), 2025.
  • - Wangkai Li, Rui Sun, Huayu Mai, Tianzhu Zhang. “Towards Unsupervised Domain Bridging via Image Degradation in Semantic Segmentation”. Conference on Neural Information Processing Systems (NeurIPS), 2025.
  • - Wangkai Li, Rui Sun, Bohao Liao, Zhaoyang Li, Tianzhu Zhang. “Balanced Learning for Domain Adaptive Semantic Segmentation”. International Conference on Machine Learning (ICML), 2025.
  • Competitions:
  • - 1st Place, WSI-level Glomeruli Detection in Kidney Pathology Image Segmentation Challenge (MICCAI 2024)
  • - 2nd Place, NTIRE Efficient Super-Resolution Challenge (CVPR 2024)
  • - Second-class Prize (3rd Place), Prize: 200,000 CNY, Video Interpolation in Fast Motion Scenes, 2nd Guangdong-Hong Kong-Macao Greater Bay Area Algorithm Case Competition
  • - 1st Place, Cell Detection from Cell-Tissue Interaction Challenge (MICCAI 2023)
  • - Spotlight Tracker, Visual Object Tracking and Segmentation Challenge (ICCV 2023)
  • - Meritorious Winner, Rank: 4/102, Weakly Supervised Cell Segmentation in Multi-modality High-Resolution Microscopy Images Challenge (NeurIPS 2022)
  • - 1st Place, Visual Object Tracking Short-Term Bounding-box Challenge (ECCV 2022)
  • Awards:
  • - Jianghuai NIO Scholarship of USTC, 2025
  • - First-class Scholarship, Graduate School of USTC (awarded 4 times), 2022 to 2025
  • - First-class Scholarship, Talent Program in Artificial Intelligence of USTC, 2021
  • - First-class Prize, 12th Chinese Mathematics Competitions (Non-Mathematics Major), Oct. 2020
  • - Outstanding Student Scholarship, Silver Award, Undergraduate School of USTC (awarded 3 times), 2019 to 2021
Research Experience
  • Conducting research work under the guidance of Prof. Tianzhu Zhang during the Ph.D. program.
Education
  • Received a bachelor's degree in the Department of Electronic Engineering and Information Science at the University of Science and Technology of China (USTC) in 2022, as a member of the Talent Program in Artificial Intelligence. Currently a Ph.D. candidate in Control Science and Engineering at the Department of Automation, USTC, under the supervision of Prof. Tianzhu Zhang.
Background
  • Research interests include computer vision and machine learning, with a particular focus on semantic segmentation, unsupervised domain adaptation, and semi-supervised learning.
Miscellany
  • Reviewer for CVPR (2024, 2025, 2026), AAAI (2025, 2026), ICLR (2025, 2026), ICCV 2025