no code implementations • 14 May 2024 • Jiaqing Xie, Ziheng Chi
Pretrained language models (LMs) showcase significant capabilities in processing molecular text, while concurrently, message passing neural networks (MPNNs) demonstrate resilience and versatility in the domain of molecular science.
no code implementations • 21 Jan 2023 • Sofie Daniels, Jiugeng Sun, Jiaqing Xie
Current child face generators are restricted by the limited size of the available datasets.
1 code implementation • 24 Jun 2021 • Jiaqing Xie, Rex Ying
In this paper, we introuduce graph feature to feature (Fea2Fea) prediction pipelines in a low dimensional space to explore some preliminary results on structural feature correlation, which is based on graph neural network.
Ranked #1 on Graph Classification on Pubmed
3 code implementations • 22 Aug 2020 • Hongyuan Dong, Jiaqing Xie, Zhi Jing, Dexin Ren
Additionally, we show that our model can generates effective drug compounds not previously used for specific cancer cell lines.