Wenke Huang

16

Papers

127

Total Citations

Papers (16)

FedAS: Bridging Inconsistency in Personalized Federated Learning

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

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

EMOE: Modality-Specific Enhanced Dynamic Emotion Experts

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

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

Unsupervised Visible-Infrared Person Re-identification under Unpaired Settings

Federated Recommendation with Explicitly Encoding Item Bias

Label-Free Backdoor Attacks in Vertical Federated Learning

Federated Graph Learning under Domain Shift with Generalizable Prototypes

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

S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning

Geometric Knowledge-Guided Localized Global Distribution Alignment for Federated Learning