Abstract: Over the last few years, the malware propagation on PC platforms, especially on Windows OS has been even severe. For the purpose of resisting a large scale of malware variants, machine ...

Abstract: Learning embeddings for entities and relations in knowledge graph (KG) have benefited many downstream tasks. In recent years, scoring functions, the crux of KG learning, have been human ...

Extend the state-of-the-art value function factorization method, QPLEX, to its DFAC variant, and demonstrate its ability to tackle non-monotonic tasks that cannot be solved in the previous work.