Tag: Causal Graph Neural Networks
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HSG-12M: Large-Scale Spatial Multigraphs Dataset for Quantum Physics
Discover HSG-12M, a vast dataset of spatial multigraphs from non-Hermitian crystal energy spectra, enabling advanced AI-driven quantum physics research.
Topology-Aware Reasoning for Incomplete Knowledge Graphs
Enhance KBQA with graph-based soft prompting to improve reasoning over incomplete knowledge graphs using a novel two-stage LLM framework.
FedRio: Advanced Federated Social Bot Detection Framework
Discover FedRio, a cutting-edge federated learning framework for personalized, efficient, and privacy-preserving social bot detection across platforms.
SatQNet: Optimized Quantum Entanglement Routing via Satellites
Discover SatQNet's AI-driven approach to efficient satellite-assisted quantum entanglement routing for secure, scalable quantum networks.
Energy-Aware Cloud Scheduling Using GNN and DAG Topology
Explore a GNN-based deep reinforcement learning approach to optimize energy-efficient cloud scheduling with DAG topology for better resource allocation.