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Home/Authors/Guancheng Wan

Guancheng Wan

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, 11:22 PM AMS

10

papers

58

total citations

papers (10)

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

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

Federated Graph Learning under Domain Shift with Generalizable Prototypes

S3GCL: Spectral, Swift, Spatial Graph Contrastive Learning