Search Results for author: Yang Duan

Found 2 papers, 1 papers with code

Soft Reasoning on Uncertain Knowledge Graphs

no code implementations3 Mar 2024 Weizhi Fei, ZiHao Wang, Hang Yin, Yang Duan, Hanghang Tong, Yangqiu Song

To bridge this gap, we study the setting of soft queries on uncertain knowledge, which is motivated by the establishment of soft constraint programming.

Knowledge Graphs

Towards out-of-distribution generalizable predictions of chemical kinetics properties

1 code implementation4 Oct 2023 ZiHao Wang, Yongqiang Chen, Yang Duan, Weijiang Li, Bo Han, James Cheng, Hanghang Tong

Under this framework, we create comprehensive datasets to benchmark (1) the state-of-the-art ML approaches for reaction prediction in the OOD setting and (2) the state-of-the-art graph OOD methods in kinetics property prediction problems.

Property Prediction

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