Guancheng Wan

10

Papers

27

Total Citations

Papers (10)

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

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

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

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

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

S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning

Federated Graph Learning under Domain Shift with Generalizable Prototypes

Label-Free Backdoor Attacks in Vertical Federated Learning