Papers by Haotong Du
Search to Pass Messages for Temporal Knowledge Graph Completion (2022.findings-emnlp)
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| Challenge: | Recent studies on missing facts in temporal knowledge graphs are based on hand-designed architectures and fail to explore the diverse topological and temporal properties of TKGs. |
| Approach: | They propose to use neural architecture search to design a data-specific message passing architecture for TKG completion. |
| Outcome: | The proposed architectures achieve the state-of-the-art performance on three benchmark datasets. |