A Federated Parameter Aggregation Method for Node Classification Tasks with Different Graph Network Structures
Fuente:
arXiv
Guardado en:
| Autores principales: | Song, Hao, Yao, Jiacheng, Li, Zhengxi, Xu, Shaocong, Jin, Shibo, Zhou, Jiajun, Fu, Chenbo, Xuan, Qi, Yu, Shanqing |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Rethinking Graph Transformer Architecture Design for Node Classification
por: Zhou, Jiajun, et al.
Publicado: (2024)
por: Zhou, Jiajun, et al.
Publicado: (2024)
Mixture of Experts Meets Decoupled Message Passing: Towards General and Adaptive Node Classification
por: Chen, Xuanze, et al.
Publicado: (2024)
por: Chen, Xuanze, et al.
Publicado: (2024)
Learning How Much to Think: Difficulty-Aware Dynamic MoEs for Graph Node Classification
por: Zhou, Jiajun, et al.
Publicado: (2026)
por: Zhou, Jiajun, et al.
Publicado: (2026)
Lateral Movement Detection via Time-aware Subgraph Classification on Authentication Logs
por: Zhou, Jiajun, et al.
Publicado: (2024)
por: Zhou, Jiajun, et al.
Publicado: (2024)
Mixture of Message Passing Experts with Routing Entropy Regularization for Node Classification
por: Chen, Xuanze, et al.
Publicado: (2025)
por: Chen, Xuanze, et al.
Publicado: (2025)
Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph
por: Zhou, Jiajun, et al.
Publicado: (2025)
por: Zhou, Jiajun, et al.
Publicado: (2025)
Network Anomaly Traffic Detection via Multi-view Feature Fusion
por: Hao, Song, et al.
Publicado: (2024)
por: Hao, Song, et al.
Publicado: (2024)
Dual-view Aware Smart Contract Vulnerability Detection for Ethereum
por: Yao, Jiacheng, et al.
Publicado: (2024)
por: Yao, Jiacheng, et al.
Publicado: (2024)
Facilitating Feature and Topology Lightweighting: An Ethereum Transaction Graph Compression Method for Malicious Account Detection
por: Zhou, Jiajun, et al.
Publicado: (2024)
por: Zhou, Jiajun, et al.
Publicado: (2024)
Clarify Confused Nodes via Separated Learning
por: Zhou, Jiajun, et al.
Publicado: (2023)
por: Zhou, Jiajun, et al.
Publicado: (2023)
FedHERO: A Federated Learning Approach for Node Classification Task on Heterophilic Graphs
por: Chen, Zihan, et al.
Publicado: (2025)
por: Chen, Zihan, et al.
Publicado: (2025)
CrossHGL: A Text-Free Foundation Model for Cross-Domain Heterogeneous Graph Learning
por: Chen, Xuanze, et al.
Publicado: (2026)
por: Chen, Xuanze, et al.
Publicado: (2026)
Traffic-MoE: A Sparse Foundation Model for Network Traffic Analysis
por: Zhou, Jiajun, et al.
Publicado: (2026)
por: Zhou, Jiajun, et al.
Publicado: (2026)
Correlation-Aware Graph Convolutional Networks for Multi-Label Node Classification
por: Bei, Yuanchen, et al.
Publicado: (2024)
por: Bei, Yuanchen, et al.
Publicado: (2024)
Knowledge-enhanced Relation Graph and Task Sampling for Few-shot Molecular Property Prediction
por: Wang, Zeyu, et al.
Publicado: (2024)
por: Wang, Zeyu, et al.
Publicado: (2024)
FedGT: Federated Node Classification with Scalable Graph Transformer
por: Zhang, Zaixi, et al.
Publicado: (2024)
por: Zhang, Zaixi, et al.
Publicado: (2024)
Hierarchical Local-Global Feature Learning for Few-shot Malicious Traffic Detection
por: Peng, Songtao, et al.
Publicado: (2025)
por: Peng, Songtao, et al.
Publicado: (2025)
Enhancing Ethereum Fraud Detection via Generative and Contrastive Self-supervision
por: Jin, Chenxiang, et al.
Publicado: (2024)
por: Jin, Chenxiang, et al.
Publicado: (2024)
Revisiting Neighborhood Aggregation in Graph Neural Networks for Node Classification using Statistical Signal Processing
por: Ghogho, Mounir
Publicado: (2024)
por: Ghogho, Mounir
Publicado: (2024)
Diffusion on Graph: Augmentation of Graph Structure for Node Classification
por: Wang, Yancheng, et al.
Publicado: (2025)
por: Wang, Yancheng, et al.
Publicado: (2025)
ReCoG: Relational and Compact Context Graph Learning for Few-shot Molecular Property Prediction
por: Wang, Zeyu, et al.
Publicado: (2026)
por: Wang, Zeyu, et al.
Publicado: (2026)
Lying Graph Convolution: Learning to Lie for Node Classification Tasks
por: Castellana, Daniele
Publicado: (2024)
por: Castellana, Daniele
Publicado: (2024)
Synthesis Method for Obtaining Characteristic Modes of Multi-Structure Systems via independent Structure T-Matrix
por: Shi, Chenbo, et al.
Publicado: (2024)
por: Shi, Chenbo, et al.
Publicado: (2024)
Disambiguated Node Classification with Graph Neural Networks
por: Zhao, Tianxiang, et al.
Publicado: (2024)
por: Zhao, Tianxiang, et al.
Publicado: (2024)
Node Classification via Semantic-Structural Attention-Enhanced Graph Convolutional Networks
por: Zhu, Hongyin
Publicado: (2024)
por: Zhu, Hongyin
Publicado: (2024)
Estimating Multiple Weighted Networks with Node-Sparse Differences and Shared Low-Rank Structure
por: Yan, Hao, et al.
Publicado: (2025)
por: Yan, Hao, et al.
Publicado: (2025)
Multi-label Node Classification On Graph-Structured Data
por: Zhao, Tianqi, et al.
Publicado: (2023)
por: Zhao, Tianqi, et al.
Publicado: (2023)
Fast and Distributed Equivariant Graph Neural Networks by Virtual Node Learning
por: Zhang, Yuelin, et al.
Publicado: (2025)
por: Zhang, Yuelin, et al.
Publicado: (2025)
Efficient Parallel Genetic Algorithm for Perturbed Substructure Optimization in Complex Network
por: Yu, Shanqing, et al.
Publicado: (2024)
por: Yu, Shanqing, et al.
Publicado: (2024)
When Do Graph Neural Networks Help with Node Classification? Investigating the Impact of Homophily Principle on Node Distinguishability
por: Luan, Sitao, et al.
Publicado: (2023)
por: Luan, Sitao, et al.
Publicado: (2023)
MAPPING: Debiasing Graph Neural Networks for Fair Node Classification with Limited Sensitive Information Leakage
por: Song, Ying, et al.
Publicado: (2024)
por: Song, Ying, et al.
Publicado: (2024)
GaLoRA: Parameter-Efficient Graph-Aware LLMs for Node Classification
por: Choudhary, Mayur, et al.
Publicado: (2026)
por: Choudhary, Mayur, et al.
Publicado: (2026)
Global-Local Graph Neural Networks for Node-Classification
por: Eliasof, Moshe, et al.
Publicado: (2024)
por: Eliasof, Moshe, et al.
Publicado: (2024)
Parameter-Free Hypergraph Neural Network for Few-Shot Node Classification
por: Bae, Chaewoon, et al.
Publicado: (2025)
por: Bae, Chaewoon, et al.
Publicado: (2025)
The Structural Scalpel: Automated Contiguous Layer Pruning for Large Language Models
por: Lu, Yao, et al.
Publicado: (2025)
por: Lu, Yao, et al.
Publicado: (2025)
Explaining Graph Neural Networks for Node Similarity on Graphs
por: Daza, Daniel, et al.
Publicado: (2024)
por: Daza, Daniel, et al.
Publicado: (2024)
Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning
por: Fu, Xingbo, et al.
Publicado: (2024)
por: Fu, Xingbo, et al.
Publicado: (2024)
Node Injection Attack Based on Label Propagation Against Graph Neural Network
por: Zhu, Peican, et al.
Publicado: (2024)
por: Zhu, Peican, et al.
Publicado: (2024)
One Node Per User: Node-Level Federated Learning for Graph Neural Networks
por: Gao, Zhidong, et al.
Publicado: (2024)
por: Gao, Zhidong, et al.
Publicado: (2024)
Weighted Graph Structure Learning with Attention Denoising for Node Classification
por: Wang, Tingting, et al.
Publicado: (2025)
por: Wang, Tingting, et al.
Publicado: (2025)
Ejemplares similares
-
Rethinking Graph Transformer Architecture Design for Node Classification
por: Zhou, Jiajun, et al.
Publicado: (2024) -
Mixture of Experts Meets Decoupled Message Passing: Towards General and Adaptive Node Classification
por: Chen, Xuanze, et al.
Publicado: (2024) -
Learning How Much to Think: Difficulty-Aware Dynamic MoEs for Graph Node Classification
por: Zhou, Jiajun, et al.
Publicado: (2026) -
Lateral Movement Detection via Time-aware Subgraph Classification on Authentication Logs
por: Zhou, Jiajun, et al.
Publicado: (2024) -
Mixture of Message Passing Experts with Routing Entropy Regularization for Node Classification
por: Chen, Xuanze, et al.
Publicado: (2025)