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cs.LG2023
GradXKG: A Universal Explain-per-use Temporal Knowledge Graph Explainer
Chenhan Yuan, Hoda Eldardiry
Temporal knowledge graphs (TKGs) have shown promise for reasoning tasks by incorporating a temporal dimension to represent how facts evolve over time. However, existing TKG reasoni…
cs.LG2023
REFT: Resource-Efficient Federated Training Framework for Heterogeneous and Resource-Constrained Environments
Humaid Ahmed Desai, Amr Hilal, Hoda Eldardiry
Federated Learning (FL) plays a critical role in distributed systems. In these systems, data privacy and confidentiality hold paramount importance, particularly within edge-based d…