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Wenke Huang

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 10:11 PM AMS

20

papers

172

total citations

papers (20)

FedAS: Bridging Inconsistency in Personalized Federated Learning

Fair Federated Learning under Domain Skew with Local Consistency and Domain Diversity

Learn from Downstream and Be Yourself in Multimodal Large Language Models Fine-Tuning

LoRASculpt: Sculpting LoRA for Harmonizing General and Specialized Knowledge in Multimodal Large Language Models

EMOE: Modality-Specific Enhanced Dynamic Emotion Experts

Label-Free Backdoor Attacks in Vertical Federated Learning

Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning

Fisher Calibration for Backdoor-Robust Heterogeneous Federated Learning

FedSPA: Generalizable Federated Graph Learning under Homophily Heterogeneity

Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models

$S^2$FGL: Spatial Spectral Federated Graph Learning

Does One-shot Give the Best Shot? Mitigating Model Inconsistency in One-shot Federated Learning

Federated Recommendation with Explicitly Encoding Item Bias

Federated Graph Learning under Domain Shift with Generalizable Prototypes

Dynamic Personalized Federated Learning with Adaptive Differential Privacy

Self-Driven Entropy Aggregation for Byzantine-Robust Heterogeneous Federated Learning

Unsupervised Visible-Infrared Person Re-identification under Unpaired Settings

Rethinking Federated Learning With Domain Shift: A Prototype View

S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning

Learn From Others and Be Yourself in Heterogeneous Federated Learning