2 papers
cs.LG2025
Ignite Forecasting with SPARK: An Efficient Generative Framework for Refining LLMs in Temporal Knowledge Graph Forecasting
Gongzhu Yin, Hongli Zhang, Yi Luo +3
Temporal Knowledge Graph (TKG) forecasting is crucial for predicting future events using historical data. With the surge of Large Language Models (LLMs), recent studies have begun…
cs.AI2025
Inductive Link Prediction on N-ary Relational Facts via Semantic Hypergraph Reasoning
Gongzhu Yin, Hongli Zhang, Yuchen Yang +1
N-ary relational facts represent semantic correlations among more than two entities. While recent studies have developed link prediction (LP) methods to infer missing relations for…