Cover Image

Identify Critical Nodes in Complex Network with Large Language Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Mao, Jinzhu, Zou, Dongyun, Sheng, Li, Liu, Siyi, Gao, Chen, Wang, Yue, Li, Yong
Format:	Preprint
Published:	2024
Subjects:	Social and Information Networks Artificial Intelligence Neural and Evolutionary Computing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Simulation of Language Evolution under Regulated Social Media Platforms: A Synergistic Approach of Large Language Models and Genetic Algorithms
by: Cai, Jinyu, et al.
Published: (2025)

Identifying Asymptomatic Nodes in Network Epidemics using Graph Neural Networks
by: Pinto, Conrado Catarcione, et al.
Published: (2025)

IM-META: Influence Maximization Using Node Metadata in Networks With Unknown Topology
by: Tran, Cong, et al.
Published: (2021)

A Multi-Transformation Evolutionary Framework for Influence Maximization in Social Networks
by: Wang, Chao, et al.
Published: (2022)

PAGE: Prototype-Based Model-Level Explanations for Graph Neural Networks
by: Shin, Yong-Min, et al.
Published: (2022)

Faithful and Accurate Self-Attention Attribution for Message Passing Neural Networks via the Computation Tree Viewpoint
by: Shin, Yong-Min, et al.
Published: (2024)

Efficient Parallel Genetic Algorithm for Perturbed Substructure Optimization in Complex Network
by: Yu, Shanqing, et al.
Published: (2024)

Network Collaborator: Knowledge Transfer Between Network Reconstruction and Community Detection
by: Wu, Kai, et al.
Published: (2022)

Centrality-Based Node Feature Augmentation for Robust Network Alignment
by: Park, Jin-Duk, et al.
Published: (2023)

A Multimodal Framework for Topic Propagation Classification in Social Networks
by: Jiang, Yuchuan, et al.
Published: (2025)

Neural Influence Estimator: Towards Real-time Solutions to Influence Blocking Maximization
by: Chen, Wenjie, et al.
Published: (2023)

Unnoticeable Community Deception via Multi-objective Optimization
by: Fang, Junyuan, et al.
Published: (2025)

Enhancing Discrete Particle Swarm Optimization for Hypergraph-Modeled Influence Maximization
by: Wang, Qianshi, et al.
Published: (2026)

A Census-Based Genetic Algorithm for Target Set Selection Problem in Social Networks
by: Rahman, Md. Samiur, et al.
Published: (2024)

Monaas: Mobile Node as a Service for TSCH-based Industrial IoT Networks
by: Liu, Jinting, et al.
Published: (2026)

On the Feasibility of Fidelity$^-$ for Graph Pruning
by: Shin, Yong-Min, et al.
Published: (2024)

Many-Objective Evolutionary Influence Maximization: Balancing Spread, Budget, Fairness, and Time
by: Cunegatti, Elia, et al.
Published: (2024)

Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks
by: Paoletti, Giordano, et al.
Published: (2023)

Tokenize Once, Recommend Anywhere: Unified Item Tokenization for Multi-domain LLM-based Recommendation
by: Hou, Yu, et al.
Published: (2025)

H-Node Attack and Defense in Large Language Models
by: Yocam, Eric, et al.
Published: (2026)

Spiking Heterogeneous Graph Attention Networks
by: Cao, Buqing, et al.
Published: (2025)

Fitness Landscape of Large Language Model-Assisted Automated Algorithm Search
by: Liu, Fei, et al.
Published: (2025)

Spike-driven Large Language Model
by: Xu, Han, et al.
Published: (2026)

Improving Critical Node Detection Using Neural Network-based Initialization in a Genetic Algorithm
by: Liu, Chanjuan, et al.
Published: (2024)

Influence Maximization in Hypergraphs Using A Genetic Algorithm with New Initialization and Evaluation Methods
by: Qu, Xilong, et al.
Published: (2024)

Influence Maximization in Hypergraphs using Multi-Objective Evolutionary Algorithms
by: Genetti, Stefano, et al.
Published: (2024)

Online Operator Design in Evolutionary Optimization for Flexible Job Shop Scheduling via Large Language Models
by: Liao, Rongjie, et al.
Published: (2025)

Cognitive Evolutionary Learning to Select Feature Interactions for Recommender Systems
by: Yu, Runlong, et al.
Published: (2024)

Demystifying MPNNs: Message Passing as Merely Efficient Matrix Multiplication
by: Jiang, Qin, et al.
Published: (2025)

MCWDST: a Minimum-Cost Weighted Directed Spanning Tree Algorithm for Real-Time Fake News Mitigation in Social Media
by: Truică, Ciprian-Octavian, et al.
Published: (2023)

Whole-Graph Representation Learning For the Classification of Signed Networks
by: Cecillon, Noé, et al.
Published: (2024)

Towards Effective and General Graph Unlearning via Mutual Evolution
by: Li, Xunkai, et al.
Published: (2024)

Can Large Language Models Be Trusted as Evolutionary Optimizers for Network-Structured Combinatorial Problems?
by: Zhao, Jie, et al.
Published: (2025)

Large Language Model-Driven Surrogate-Assisted Evolutionary Algorithm for Expensive Optimization
by: Xie, Lindong, et al.
Published: (2025)

Economic Analysis and Optimization of Energy Storage Configuration for Park Power Systems Based on Random Forest and Genetic Algorithm
by: Song, Yanghui, et al.
Published: (2025)

Dominant Design Prediction with Phylogenetic Networks
by: He, Youwei, et al.
Published: (2024)

Deep Insights into Automated Optimization with Large Language Models and Evolutionary Algorithms
by: Yu, He, et al.
Published: (2024)

A Unified Framework for Exploratory Learning-Aided Community Detection Under Topological Uncertainty
by: Hou, Yu, et al.
Published: (2023)

A Novel Two-Phase Cooperative Co-evolution Framework for Large-Scale Global Optimization with Complex Overlapping
by: Qiu, Wenjie, et al.
Published: (2025)

A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving
by: Zhang, Yisong, et al.
Published: (2025)