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cs.AI2026
TKGB: A Comprehensive Benchmark for Temporal Knowledge Graph Forecasting
Zhang Jiasheng, Jiasheng Zhang, Zhengpin Li +9
Temporal knowledge graph (TKG) forecasting has advanced remarkably in recent years. Yet we found existing benchmarks inadvertently introduce a shortcut: For a subset of test querie…
cs.AI2024
Online Detection of Anomalies in Temporal Knowledge Graphs with Interpretability
Jiasheng Zhang, Rex Ying, Jie Shao
Temporal knowledge graphs (TKGs) are valuable resources for capturing evolving relationships among entities, yet they are often plagued by noise, necessitating robust anomaly detec…