Meilu Zhu
Scholar

Meilu Zhu

Google Scholar ID: CZeoHU0AAAAJ
City University of Hong Kong
Machine LearningDeep LearningComputer VisionImage ProcessingFederated Learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
600
 
H-index
10
 
i10-index
11
 
Publications
20
 
Co-authors
0
 
Contact
Emailmeiluzhu2-c@my.cityu.edu.hkGitHubOpen ↗
Publications
6 items
Geometry-Aligned Semantic Matching for Cross-Modal Planar Image Registration
2026
Cited
0
Toward Optimal Sampling Rate Selection and Unbiased Classification for Precise Animal Activity Recognition
2026
Cited
0
Personalized Federated Learning with Residual Fisher Information for Medical Image Segmentation
2026
Cited
0
Joint Segmentation and Grading with Iterative Optimization for Multimodal Glaucoma Diagnosis
2026
Cited
0
FL-MedSegBench: A Comprehensive Benchmark for Federated Learning on Medical Image Segmentation
2026
Cited
0
FedBM: Stealing Knowledge from Pre-trained Language Models for Heterogeneous Federated Learning
2025
Cited
0
Resume
Academic Achievements
  • Passed Ph.D. oral defense in July 2025
  • Published multiple papers in top venues including Medical Image Analysis (MedIA), IEEE Transactions on Medical Imaging (TMI), IEEE T-ASE, MICCAI, ICCV, Journal of Dentistry, COMPAG, Neural Networks, and JBHI
  • Received Outstanding Academic Performance Award for Research Degree Students of CityU in September 2024
  • Awarded 2024–2025 Institutional Research Tuition Scholarship of CityU in September 2024
  • Awarded 2023–2024 Institutional Research Tuition Scholarship of CityU in September 2023
  • One paper selected as Outstanding Paper by JOIG in October 2023