Summary of Can Gnn Be Good Adapter For Llms?, by Xuanwen Huang et al.
Can GNN be Good Adapter for LLMs?by Xuanwen Huang, Kaiqiao Han, Yang Yang, Dezheng Bao,…
Summary of Gnnavi: Navigating the Information Flow in Large Language Models by Graph Neural Network, By Shuzhou Yuan et al.
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Networkby Shuzhou Yuan,…
Summary of Sempool: Simple, Robust, and Interpretable Kg Pooling For Enhancing Language Models, by Costas Mavromatis et al.
SemPool: Simple, robust, and interpretable KG pooling for enhancing language modelsby Costas Mavromatis, Petros Karypis,…
Summary of Overcoming Class Imbalance: Unified Gnn Learning with Structural and Semantic Connectivity Representations, by Abdullah Alchihabi et al.
Overcoming Class Imbalance: Unified GNN Learning with Structural and Semantic Connectivity Representationsby Abdullah Alchihabi, Hao…
Summary of Large Language Models Meet Graph Neural Networks: a Perspective Of Graph Mining, by Yuxin You et al.
Large Language Models Meet Graph Neural Networks: A Perspective of Graph Miningby Yuxin You, Zhen…
Summary of Ergnn: Spectral Graph Neural Network with Explicitly-optimized Rational Graph Filters, by Guoming Li et al.
ERGNN: Spectral Graph Neural Network With Explicitly-Optimized Rational Graph Filtersby Guoming Li, Jian Yang, Shangsong…
Summary of Graph Mixture Of Experts and Memory-augmented Routers For Multivariate Time Series Anomaly Detection, by Xiaoyu Huang et al.
Graph Mixture of Experts and Memory-augmented Routers for Multivariate Time Series Anomaly Detectionby Xiaoyu Huang,…
Summary of Adversarial Training For Graph Neural Networks Via Graph Subspace Energy Optimization, by Ganlin Liu et al.
Adversarial Training for Graph Neural Networks via Graph Subspace Energy Optimizationby Ganlin Liu, Ziling Liang,…
Summary of Unveiling the Threat Of Fraud Gangs to Graph Neural Networks: Multi-target Graph Injection Attacks Against Gnn-based Fraud Detectors, by Jinhyeok Choi et al.
Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks Against…
Summary of Graph Structure Refinement with Energy-based Contrastive Learning, by Xianlin Zeng et al.
Graph Structure Refinement with Energy-based Contrastive Learningby Xianlin Zeng, Yufeng Wang, Yuqi Sun, Guodong Guo,…