Wei Liu

发表

ImDrug: A Benchmark for Deep Imbalanced Learning in AI-aided Drug Discovery

Yatao Bian, P. Zhao, P. Heng, 2022, ArXiv.

tFold-Ab: Fast and Accurate Antibody Structure Prediction without Sequence Homologs

Jiaxiang Wu, P. Zhao, Fandi Wu, 2022, bioRxiv.

Stacked Robust Adaptively Regularized Auto-Regressions for Domain Adaptation

Fu-Lai Chung, Wei Liu, Heng Huang, 2019, IEEE Transactions on Knowledge and Data Engineering.

When homologous sequences meet structural decoys: Accurate contact prediction by tFold in CASP14—(tFold for CASP14 contact prediction)

Jiaxiang Wu, Junzhou Huang, Haidong Lan, 2021, Proteins.

Boosting the predictive performance with aqueous solubility dataset curation

Yanjie Wei, M. Wahib, Liangzhen Zheng, 2022, Scientific data.

DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery - A Focus on Affinity Prediction Problems with Noise Annotations

Junzhou Huang, Yu Rong, Shuigeng Zhou, 2022, ArXiv.

PocketFlow: An Automated Framework for Compressing and Accelerating Deep Neural Networks

Wei Liu, Junzhou Huang, Yao Zhang, 2018 .

tFold-TR: Combining Deep Learning Enhanced Hybrid Potential Energy for Template-Based Modelling Structure Refinement pdf

Junzhou Huang, Haidong Lan, Liangzhen Zheng, 2021, ArXiv.

A Novel Scalarized Scaffold Hopping Algorithm with Graph-Based Variational Autoencoder for Discovery of JAK1 Inhibitors

Junzhou Huang, Yu Rong, Tingyang Xu, 2021, ACS omega.

Accelerated Discovery of Macrocyclic CDK2 Inhibitor QR-6401 by Generative Models and Structure-Based Drug Design.

L. Yao, Tingyang Xu, Wei Huang, 2023, ACS medicinal chemistry letters.

DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery - a Focus on Affinity Prediction Problems with Noise Annotations

Yatao Bian, Jiaxiang Wu, Junzhou Huang, 2023, AAAI.