Search Results for author: Zhaohan Zhang

Found 2 papers, 1 papers with code

Unify Local and Global Information for Top-$N$ Recommendation

no code implementations3 Dec 2020 Xiaoming Liu, Shaocong Wu, Zhaohan Zhang, Chao Shen

To tackle this research gap, we propose a novel duet representation learning framework named \sysname to fuse local information (user-item interaction data) and global information (external knowledge graph) for the top-$N$ recommendation, which is composed of two separate sub-models.

Knowledge Graph Embedding Recommendation Systems

Machine learning formation enthalpies of intermetallics

1 code implementation26 May 2020 Zhaohan Zhang, Mu Li, Katharine Flores, Rohan Mishra

The model uses easily accessible elemental properties as descriptors and has a mean absolute error (MAE) of 0. 025 eV/atom in predicting the formation enthalpy of stable binary intermetallics reported in the Materials Project database.

Materials Science

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