Search Results for author: Peiyao Li

Found 5 papers, 1 papers with code

Equivariant Energy-Guided SDE for Inverse Molecular Design

2 code implementations30 Sep 2022 Fan Bao, Min Zhao, Zhongkai Hao, Peiyao Li, Chongxuan Li, Jun Zhu

Inverse molecular design is critical in material science and drug discovery, where the generated molecules should satisfy certain desirable properties.

3D Molecule Generation Drug Discovery

Fact-Tree Reasoning for N-ary Question Answering over Knowledge Graphs

no code implementations Findings (ACL) 2022 Yao Zhang, Peiyao Li, Hongru Liang, Adam Jatowt, Zhenglu Yang

In the question answering(QA) task, multi-hop reasoning framework has been extensively studied in recent years to perform more efficient and interpretable answer reasoning on the Knowledge Graph(KG).

Knowledge Graphs Question Answering

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