Search Results for author: Huarui He

Found 3 papers, 3 papers with code

Modeling Diverse Chemical Reactions for Single-step Retrosynthesis via Discrete Latent Variables

1 code implementation10 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.

Drug Discovery Single-step retrosynthesis

Compressing Deep Graph Neural Networks via Adversarial Knowledge Distillation

1 code implementation24 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.

Graph Classification Knowledge Distillation +1

Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs

1 code implementation5 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.

Inductive Link Prediction Knowledge Graphs

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