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Papers
C-GNN-PRUNE: A Unified Graph-Based Framework for Structure-Aware Pruning of Mixture-of-Experts Models
AAAI 2026
CRIME: Community Rewiring for Influence and Masking Entities in Social Networks (Student Abstract)
AAAI 2026
Graph-Enhanced LLM Analysis of Multimodal Health Communities: A Computational Framework for Patient Discourse Understanding on TikTok
EACL 2026
Rate-optimal community detection near the KS threshold via node-robust algorithms
COLT 2026
Robust Algorithms for Finding Cliques in Random Intersection Graphs via Sum-of-Squares
COLT 2026
Two-way Node Popularity Model for Directed and Bipartite Networks
JMLR 2026
Advancing Community Detection with Graph Convolutional Neural Networks: Bridging Topological and Attributive Cohesion
IJCAI 2025
A Survey of Structural Entropy: Theory, Methods, and Applications
IJCAI 2025
Community-Aware Graph Transformer for Brain Disorder Identification
IJCAI 2025
Community-Aware Variational Autoencoder for Continuous Dynamic Networks
AAAI 2025
Community-Centric Graph Unlearning
AAAI 2025
Curvature-based Clustering on Graphs
JMLR 2025
Do We Really Need Message Passing in Brain Network Modeling?
ICML 2025
Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph
AAAI 2025
Fitting Networks with a Cancellation Trick
ICLR 2025
From Your Block to Our Block: How to Find Shared Structure Between Stochastic Block Models over Multiple Graphs
AAAI 2025
GNNs Getting ComFy: Community and Feature Similarity Guided Rewiring
ICLR 2025
IGL-Bench: Establishing the Comprehensive Benchmark for Imbalanced Graph Learning
ICLR 2025
Improved Near-Duplicate Detection for Aggregated and Paywalled News-Feeds
NAACL 2025
Inner Information Analysis Algorithm for Deep Neural Network based on Community
ICLR 2025
Mapping Hymns and Organizing Concepts in the Rigveda: Quantitatively Connecting the Vedic Suktas
NAACL 2025
MotifGPL: Motif-Enhanced Graph Prototype Learning for Deciphering Urban Social Segregation
AAAI 2025
Parallel Communities Across the Surface Web and the Dark Web
EMNLP 2025
Selecting the Number of Communities for Weighted Degree-Corrected Stochastic Block Models
AISTATS 2025
SLRL: Semi-Supervised Local Community Detection Based on Reinforcement Learning
AAAI 2025