Summary of Representation Learning in Multiplex Graphs: Where and How to Fuse Information?, by Piotr Bielak et al.
Representation learning in multiplex graphs: Where and how to fuse information?by Piotr Bielak, Tomasz KajdanowiczFirst…
Summary of Ragformer: Learning Semantic Attributes and Topological Structure For Fraud Detection, by Haolin Li et al.
RAGFormer: Learning Semantic Attributes and Topological Structure for Fraud Detectionby Haolin Li, Shuyang Jiang, Lifeng…
Summary of Learning Topological Representations with Bidirectional Graph Attention Network For Solving Job Shop Scheduling Problem, by Cong Zhang et al.
Learning Topological Representations with Bidirectional Graph Attention Network for Solving Job Shop Scheduling Problemby Cong…
Summary of Hyperdimensional Representation Learning For Node Classification and Link Prediction, by Abhishek Dalvi et al.
Hyperdimensional Representation Learning for Node Classification and Link Predictionby Abhishek Dalvi, Vasant HonavarFirst submitted to…
Summary of Graph Learning with Distributional Edge Layouts, by Xinjian Zhao et al.
Graph Learning with Distributional Edge Layoutsby Xinjian Zhao, Chaolong Ying, Tianshu YuFirst submitted to arxiv…
Summary of On the Generalization Capability Of Temporal Graph Learning Algorithms: Theoretical Insights and a Simpler Method, by Weilin Cong et al.
On the Generalization Capability of Temporal Graph Learning Algorithms: Theoretical Insights and a Simpler Methodby…
Summary of Cat-gnn: Enhancing Credit Card Fraud Detection Via Causal Temporal Graph Neural Networks, by Yifan Duan et al.
CaT-GNN: Enhancing Credit Card Fraud Detection via Causal Temporal Graph Neural Networksby Yifan Duan, Guibin…
Summary of Attackgnn: Red-teaming Gnns in Hardware Security Using Reinforcement Learning, by Vasudev Gohil et al.
AttackGNN: Red-Teaming GNNs in Hardware Security Using Reinforcement Learningby Vasudev Gohil, Satwik Patnaik, Dileep Kalathil,…
Summary of A Simple and Yet Fairly Effective Defense For Graph Neural Networks, by Sofiane Ennadir et al.
A Simple and Yet Fairly Effective Defense for Graph Neural Networksby Sofiane Ennadir, Yassine Abbahaddou,…
Summary of Linksage: Optimizing Job Matching Using Graph Neural Networks, by Ping Liu et al.
LinkSAGE: Optimizing Job Matching Using Graph Neural Networksby Ping Liu, Haichao Wei, Xiaochen Hou, Jianqiang…