1 code implementation • 5 Mar 2021 • Jiajun Chen, Huarui He, Feng Wu, Jie Wang
TACT is inspired by the observation that the semantic correlation between two relations is highly correlated to their topological structure in knowledge graphs.
1 code implementation • 24 May 2022 • Huarui He, Jie Wang, Zhanqiu Zhang, Feng Wu
To tackle these problems, we propose a novel Adversarial Knowledge Distillation framework for graph models named GraphAKD, which adversarially trains a discriminator and a generator to adaptively detect and decrease the discrepancy.
1 code implementation • 10 Aug 2022 • Huarui He, Jie Wang, Yunfei Liu, Feng Wu
The goal of single-step retrosynthesis is to identify the possible reactants that lead to the synthesis of the target product in one reaction.
no code implementations • 20 Sep 2023 • Jie Wang, Hanzhu Chen, Qitan Lv, Zhihao Shi, Jiajun Chen, Huarui He, Hongtao Xie, Yongdong Zhang, Feng Wu
This implies the great potential of the semantic correlations for the entity-independent inductive link prediction task.