Cover Image

Pre-train and Refine: Towards Higher Efficiency in K-Agnostic Community Detection without Quality Degradation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Qin, Meng, Zhang, Chaorui, Gao, Yu, Zhang, Weixi, Yeung, Dit-Yan
Format:	Preprint
Published:	2024
Subjects:	Social and Information Networks
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Towards Faster Graph Partitioning via Pre-training and Inductive Inference
by: Qin, Meng, et al.
Published: (2024)

IRWE: Inductive Random Walk for Joint Inference of Identity and Position Network Embedding
by: Qin, Meng, et al.
Published: (2024)

Pre-trained Prompt-driven Semi-supervised Local Community Detection
by: Ni, Li, et al.
Published: (2025)

Efficient Unsupervised Community Search with Pre-trained Graph Transformer
by: Wang, Jianwei, et al.
Published: (2024)

Quality-Sensitive Matrix Factorization for Community Notes: Towards Sample Efficiency and Manipulation Resistance
by: Goyal, Mohak, et al.
Published: (2026)

Towards a Unified Method for Network Dynamic via Adversarial Weighted Link Prediction
by: Qin, Meng
Published: (2024)

Community Norms in the Spotlight: Enabling Task-Agnostic Unsupervised Pre-Training to Benefit Online Social Media
by: Hebert, Liam, et al.
Published: (2026)

Relational Prompt-based Pre-trained Language Models for Social Event Detection
by: Li, Pu, et al.
Published: (2024)

UniCom: Towards a Unified and Cohesiveness-aware Framework for Community Search and Detection
by: Zhu, Yifan, et al.
Published: (2025)

Endowing Pre-trained Graph Models with Provable Fairness
by: Zhang, Zhongjian, et al.
Published: (2024)

Improving the Accuracy of Community Detection on Signed Networks via Community Refinement and Contrastive Learning
by: Shin, Hyunuk, et al.
Published: (2026)

GCLS$^2$: Towards Efficient Community Detection Using Graph Contrastive Learning with Structure Semantics
by: Wen, Qi, et al.
Published: (2024)

Task-Agnostic Learnable Weighted-Knowledge Base Scheme for Robust Semantic Communications
by: Jiang, Shiyao, et al.
Published: (2025)

Community Detection in Large-Scale Complex Networks via Structural Entropy Game
by: Xian, Yantuan, et al.
Published: (2025)

HIP: Model-Agnostic Hypergraph Influence Prediction via Distance-Centrality Fusion and Neural ODEs
by: Zhang, Su-Su, et al.
Published: (2025)

DAG: Deep Adaptive and Generative $K$-Free Community Detection on Attributed Graphs
by: Liu, Chang, et al.
Published: (2025)

SendingNetwork: Advancing the Future of Decentralized Messaging Networks
by: Yeung, Mason
Published: (2024)

ProCom: A Few-shot Targeted Community Detection Algorithm
by: Wu, Xixi, et al.
Published: (2024)

WOCD: A Semi-Supervised Method for Overlapping Community Detection Using Weak Cliques
by: Ma, Shaozhen, et al.
Published: (2025)

Affiliation-based Local Community Detection across Multiple Networks
by: Ni, Li, et al.
Published: (2024)

A Weighted Similarity Metric for Community Detection in Sparse Data
by: Zhang, Yong, et al.
Published: (2025)

Community Detection in the Multi-View Stochastic Block Model
by: Zhang, Yexin, et al.
Published: (2024)

ComGPT: Detecting Local Community Structure with Large Language Models
by: Ni, Li, et al.
Published: (2024)

Epidemiology-informed Network for Robust Rumor Detection
by: Jiang, Wei, et al.
Published: (2024)

Generalizing Graph Transformers Across Diverse Graphs and Tasks via Pre-training
by: He, Yufei, et al.
Published: (2024)

A Matrix Factorization Based Network Embedding Method for DNS Analysis
by: Qin, Meng
Published: (2024)

Community Detection with the Canonical Ensemble
by: Arthur, Rudy
Published: (2026)

Less is More: Simple yet Effective Heuristic Community Detection with Graph Convolution Network
by: Wang, Hong, et al.
Published: (2025)

Beyond Connectivity: Higher-Order Network Framework for Capturing Memory-Driven Mobility Dynamics
by: Zhang, Chen, et al.
Published: (2025)

Efficient Community Detection Over Streaming Bipartite Networks (Technical Report)
by: Zhang, Nan, et al.
Published: (2024)

Towards Truss-Based Temporal Community Search
by: Yang, Huihui, et al.
Published: (2024)

Opinion Dynamics Incorporating Higher-Order Interactions
by: Zhang, Zuobai, et al.
Published: (2021)

Detecting Manipulated Contents Using Knowledge-Grounded Inference
by: Meng, Mark Huasong, et al.
Published: (2025)

From Skepticism to Acceptance: Simulating the Attitude Dynamics Toward Fake News
by: Liu, Yuhan, et al.
Published: (2024)

Top-L Most Influential Community Detection Over Social Networks (Technical Report)
by: Zhang, Nan, et al.
Published: (2023)

Refined Graph Encoder Embedding via Self-Training and Latent Community Recovery
by: Shen, Cencheng, et al.
Published: (2024)

Quantifying Group Fairness in Community Detection
by: de Vink, Elze, et al.
Published: (2025)

Parallel Motif-Based Community Detection
by: Chen, Tianyi, et al.
Published: (2024)

Improving Community Detection in Academic Networks by Handling Publication Bias
by: Noor, Md Asaduzzaman, et al.
Published: (2025)

An Effective Index for Truss-based Community Search on Large Directed Graphs
by: Ai, Wei, et al.
Published: (2024)