Simple yet Effective Graph Distillation via Clustering
Fuente:
arXiv
Guardado en:
| Autores principales: | Lai, Yurui, Zhang, Taiyan, Yang, Renchi |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Leveraging Large Language Models for Effective Label-free Node Classification in Text-Attributed Graphs
por: Zhang, Taiyan, et al.
Publicado: (2024)
por: Zhang, Taiyan, et al.
Publicado: (2024)
GraSP: Simple yet Effective Graph Similarity Predictions
por: Zheng, Haoran, et al.
Publicado: (2024)
por: Zheng, Haoran, et al.
Publicado: (2024)
Self-attention Dual Embedding for Graphs with Heterophily
por: Lai, Yurui, et al.
Publicado: (2023)
por: Lai, Yurui, et al.
Publicado: (2023)
Efficient Topology-aware Data Augmentation for High-Degree Graph Neural Networks
por: Lai, Yurui, et al.
Publicado: (2024)
por: Lai, Yurui, et al.
Publicado: (2024)
Rethinking Semi-Supervised Node Classification with Self-Supervised Graph Clustering
por: Wang, Songbo, et al.
Publicado: (2025)
por: Wang, Songbo, et al.
Publicado: (2025)
Effective Clustering for Large Multi-Relational Graphs
por: Lin, Xiaoyang, et al.
Publicado: (2025)
por: Lin, Xiaoyang, et al.
Publicado: (2025)
Effective Clustering on Large Attributed Bipartite Graphs
por: Yang, Renchi, et al.
Publicado: (2024)
por: Yang, Renchi, et al.
Publicado: (2024)
Cequel: Cost-Effective Querying of Large Language Models for Text Clustering
por: Wang, Hongtao, et al.
Publicado: (2025)
por: Wang, Hongtao, et al.
Publicado: (2025)
Cross-Contrastive Clustering for Multimodal Attributed Graphs with Dual Graph Filtering
por: Zheng, Haoran, et al.
Publicado: (2025)
por: Zheng, Haoran, et al.
Publicado: (2025)
Spectral Subspace Clustering for Attributed Graphs
por: Lin, Xiaoyang, et al.
Publicado: (2024)
por: Lin, Xiaoyang, et al.
Publicado: (2024)
Effective Edge-wise Representation Learning in Edge-Attributed Bipartite Graphs
por: Wang, Hewen, et al.
Publicado: (2024)
por: Wang, Hewen, et al.
Publicado: (2024)
Adaptive Local Clustering over Attributed Graphs
por: Zheng, Haoran, et al.
Publicado: (2025)
por: Zheng, Haoran, et al.
Publicado: (2025)
Simple yet Effective: Low-Rank Spatial Attention for Neural Operators
por: Yang, Zherui, et al.
Publicado: (2026)
por: Yang, Zherui, et al.
Publicado: (2026)
Rethinking Irregular Time Series Forecasting: A Simple yet Effective Baseline
por: Liu, Xvyuan, et al.
Publicado: (2025)
por: Liu, Xvyuan, et al.
Publicado: (2025)
All in One and One for All: A Simple yet Effective Method towards Cross-domain Graph Pretraining
por: Zhao, Haihong, et al.
Publicado: (2024)
por: Zhao, Haihong, et al.
Publicado: (2024)
Simple yet Effective Semi-supervised Knowledge Distillation from Vision-Language Models via Dual-Head Optimization
por: Kang, Seongjae, et al.
Publicado: (2025)
por: Kang, Seongjae, et al.
Publicado: (2025)
Balanced Co-Clustering of Users and Items for Embedding Table Compression in Recommender Systems
por: Jiang, Runhao, et al.
Publicado: (2026)
por: Jiang, Runhao, et al.
Publicado: (2026)
SPGCL: Simple yet Powerful Graph Contrastive Learning via SVD-Guided Structural Perturbation
por: Deng, Hao, et al.
Publicado: (2026)
por: Deng, Hao, et al.
Publicado: (2026)
Graph Ranking Contrastive Learning: A Extremely Simple yet Efficient Method
por: Hu, Yulan, et al.
Publicado: (2023)
por: Hu, Yulan, et al.
Publicado: (2023)
Channel-Imposed Fusion: A Simple yet Effective Method for Medical Time Series Classification
por: Hu, Ming, et al.
Publicado: (2025)
por: Hu, Ming, et al.
Publicado: (2025)
GegenNet: Spectral Convolutional Neural Networks for Link Sign Prediction in Signed Bipartite Graphs
por: Wang, Hewen, et al.
Publicado: (2025)
por: Wang, Hewen, et al.
Publicado: (2025)
A Simple yet Effective DDG Predictor is An Unsupervised Antibody Optimizer and Explainer
por: Wu, Lirong, et al.
Publicado: (2025)
por: Wu, Lirong, et al.
Publicado: (2025)
DINO-Detect: A Simple yet Effective Framework for Blur-Robust AI-Generated Image Detection
por: Shen, Jialiang, et al.
Publicado: (2025)
por: Shen, Jialiang, et al.
Publicado: (2025)
S^2MVTC: a Simple yet Efficient Scalable Multi-View Tensor Clustering
por: Long, Zhen, et al.
Publicado: (2024)
por: Long, Zhen, et al.
Publicado: (2024)
SlotGAT: Slot-based Message Passing for Heterogeneous Graph Neural Network
por: Zhou, Ziang, et al.
Publicado: (2024)
por: Zhou, Ziang, et al.
Publicado: (2024)
Globally Interpretable Graph Learning via Distribution Matching
por: Nian, Yi, et al.
Publicado: (2023)
por: Nian, Yi, et al.
Publicado: (2023)
MemCollab: Cross-Model Memory Collaboration via Contrastive Trajectory Distillation
por: Chang, Yurui, et al.
Publicado: (2026)
por: Chang, Yurui, et al.
Publicado: (2026)
LightDiC: A Simple yet Effective Approach for Large-scale Digraph Representation Learning
por: Li, Xunkai, et al.
Publicado: (2024)
por: Li, Xunkai, et al.
Publicado: (2024)
A Versatile Framework for Attributed Network Clustering via K-Nearest Neighbor Augmentation
por: Li, Yiran, et al.
Publicado: (2024)
por: Li, Yiran, et al.
Publicado: (2024)
Simple yet Effective Node Property Prediction on Edge Streams under Distribution Shifts
por: Lee, Jongha, et al.
Publicado: (2025)
por: Lee, Jongha, et al.
Publicado: (2025)
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling
por: Kim, Dahyun, et al.
Publicado: (2023)
por: Kim, Dahyun, et al.
Publicado: (2023)
Global Pre-fixing, Local Adjusting: A Simple yet Effective Contrastive Strategy for Continual Learning
por: Tang, Jia, et al.
Publicado: (2025)
por: Tang, Jia, et al.
Publicado: (2025)
FreeGAD: A Training-Free yet Effective Approach for Graph Anomaly Detection
por: Zhao, Yunfeng, et al.
Publicado: (2025)
por: Zhao, Yunfeng, et al.
Publicado: (2025)
SimVPv2: Towards Simple yet Powerful Spatiotemporal Predictive Learning
por: Tan, Cheng, et al.
Publicado: (2022)
por: Tan, Cheng, et al.
Publicado: (2022)
Cut out and Replay: A Simple yet Versatile Strategy for Multi-Label Online Continual Learning
por: Wang, Xinrui, et al.
Publicado: (2025)
por: Wang, Xinrui, et al.
Publicado: (2025)
DexRay: A Simple, yet Effective Deep Learning Approach to Android Malware Detection based on Image Representation of Bytecode
por: Daoudi, Nadia, et al.
Publicado: (2021)
por: Daoudi, Nadia, et al.
Publicado: (2021)
Pruned Adaptation Modules: A Simple yet Strong Baseline for Continual Foundation Models
por: Yildirim, Elif Ceren Gok, et al.
Publicado: (2026)
por: Yildirim, Elif Ceren Gok, et al.
Publicado: (2026)
Simple yet Sharp Sensitivity Analysis for Any Contrast Under Unmeasured Confounding
por: Peña, Jose M.
Publicado: (2024)
por: Peña, Jose M.
Publicado: (2024)
Rethinking Message Passing Neural Networks with Diffusion Distance-guided Stress Majorization
por: Zheng, Haoran, et al.
Publicado: (2025)
por: Zheng, Haoran, et al.
Publicado: (2025)
A Simple and Yet Fairly Effective Defense for Graph Neural Networks
por: Ennadir, Sofiane, et al.
Publicado: (2024)
por: Ennadir, Sofiane, et al.
Publicado: (2024)
Ejemplares similares
-
Leveraging Large Language Models for Effective Label-free Node Classification in Text-Attributed Graphs
por: Zhang, Taiyan, et al.
Publicado: (2024) -
GraSP: Simple yet Effective Graph Similarity Predictions
por: Zheng, Haoran, et al.
Publicado: (2024) -
Self-attention Dual Embedding for Graphs with Heterophily
por: Lai, Yurui, et al.
Publicado: (2023) -
Efficient Topology-aware Data Augmentation for High-Degree Graph Neural Networks
por: Lai, Yurui, et al.
Publicado: (2024) -
Rethinking Semi-Supervised Node Classification with Self-Supervised Graph Clustering
por: Wang, Songbo, et al.
Publicado: (2025)