Scholar
Hongying Liu
Google Scholar ID: S0pp67AAAAAJ
Tianjin University
Machine learning
Image processing
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Citations & Impact
All-time
Citations
4,311
H-index
36
i10-index
108
Publications
20
Co-authors
10
list available
Contact
No contact links provided.
Publications
13 items
CFCML: A Coarse-to-Fine Crossmodal Learning Framework For Disease Diagnosis Using Multimodal Images and Tabular Data
2026
Cited
0
PDD: Manifold-Prior Diverse Distillation for Medical Anomaly Detection
2026
Cited
0
Taming Preconditioner Drift: Unlocking the Potential of Second-Order Optimizers for Federated Learning on Non-IID Data
2026
Cited
0
FedAdamW: A Communication-Efficient Optimizer with Convergence and Generalization Guarantees for Federated Large Models
2025
Cited
0
FedMuon: Accelerating Federated Learning with Matrix Orthogonalization
2025
Cited
0
DP-FedPGN: Finding Global Flat Minima for Differentially Private Federated Learning via Penalizing Gradient Norm
2025
Cited
0
Consistency of Local and Global Flatness for Federated Learning
ACM Multimedia · 2025
Cited
11
FedSWA: Improving Generalization in Federated Learning with Highly Heterogeneous Data via Momentum-Based Stochastic Controlled Weight Averaging
2025
Cited
0
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Resume (English only)
Co-authors
10 total
Licheng Jiao
Distinguished Professor of Xidian University, IEEE Fellow
Fanhua Shang
Professor at Tianjin University
Shuyuan Yang
Xidian University
Shuang Wang
Xidian University
Co-author 5
shuiping gou
西安电子科技大学
Radu Timofte
Humboldt Professor for AI and Computer Vision, University of Würzburg
Xianghai Cao
Professor of Xidian University
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