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
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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Co-authors
9 total
Licheng Jiao
Distinguished Professor of Xidian University, IEEE Fellow
Fanhua Shang
Professor at Tianjin University
Shuyuan Yang
Xidian University
Shuang Wang
Xidian University
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
Erlei zhang
Northwest A&F University -- Northwest University -- UT Southwestern Medical Center -- Xidian
