TG-PhyNN: An Enhanced Physically-Aware Graph Neural Network framework for forecasting Spatio-Temporal Databy Zakaria Elabid, Lena…
Do Graph Neural Networks Work for High Entropy Alloys?by Hengrui Zhang, Ruishu Huang, Jie Chen,…
Evaluating the Predictive Features of Person-Centric Knowledge Graph Embeddings: Unfolding Ablation Studiesby Christos Theodoropoulos, Natasha…
LLMs as Zero-shot Graph Learners: Alignment of GNN Representations with LLM Token Embeddingsby Duo Wang,…
Exploring the Potential of Large Language Models for Heterophilic Graphsby Yuxia Wu, Shujie Li, Yuan…
RoCP-GNN: Robust Conformal Prediction for Graph Neural Networks in Node-Classificationby S. AkanshaFirst submitted to arxiv…
Generalization of Graph Neural Networks is Robust to Model Mismatchby Zhiyang Wang, Juan Cervino, Alejandro…
Optimizing Luxury Vehicle Dealership Networks: A Graph Neural Network Approach to Site Selectionby Luca Silvano…
HGNAS: Hardware-Aware Graph Neural Architecture Search for Edge Devicesby Ao Zhou, Jianlei Yang, Yingjie Qi,…
Disentangling, Amplifying, and Debiasing: Learning Disentangled Representations for Fair Graph Neural Networksby Yeon-Chang Lee, Hojung…