Liang Ren Zhang

According to our database, Liang Ren Zhang authored at least 18 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Exploring Chemical Reaction Space with Machine Learning Models: Representation and Feature Perspective.

Yuheng Ding, Bo Qiang, Qixuan Chen, Yiqiao Liu, Liangren Zhang, Zhenming Liu

J. Chem. Inf. Model., 2024

Latent Chemical Space Searching for Plug-in Multi-objective Molecule Generation.

Ningfeng Liu, Jie Yu, Siyu Xiu, Xinfang Zhao, Siyu Lin, Bo Qiang, Ruqiu Zheng, Hongwei Jin, Liangren Zhang, Zhenming Liu

CoRR, 2024

Deep reinforcement learning enables better bias control in benchmark for virtual screening.

Tao Shen, Shan Li, Xiang Simon Wang, Dongmei Wang, Song Wu, Jie Xia, Liangren Zhang

Comput. Biol. Medicine, 2024

2023

Bridging the gap between chemical reaction pretraining and conditional molecule generation with a unified model.

Bo Qiang, Yiran Zhou, Yuheng Ding, Ningfeng Liu, Song Song, Liangren Zhang, Bo Huang, Zhenming Liu

Nat. Mac. Intell., December, 2023

Uni-RXN: A Unified Framework Bridging the Gap between Chemical Reaction Pretraining and Conditional Molecule Generation.

Bo Qiang, Yiran Zhou, Yuheng Ding, Ningfeng Liu, Song Song, Liangren Zhang, Bo Huang, Zhenming Liu

CoRR, 2023

2021

CMNPD: a comprehensive marine natural products database towards facilitating drug discovery from the ocean.

Chuanyu Lyu, Tong Chen, Bo Qiang, Ningfeng Liu, Heyu Wang, Liangren Zhang, Zhenming Liu

Nucleic Acids Res., 2021

Chemical Space, Scaffolds, and Halogenated Compounds of CMNPD: A Comprehensive Chemoinformatic Analysis.

Ningfeng Liu, Junyong Lai, Chuanyu Lyu, Bo Qiang, Heyu Wang, Hongwei Jin, Liangren Zhang, Zhenming Liu

J. Chem. Inf. Model., 2021

2020

Pose Filter-Based Ensemble Learning Enables Discovery of Orally Active, Nonsteroidal Farnesoid X Receptor Agonists.

Jie Xia, Zhenyi Wang, Yi Huan, Wenjie Xue, Xing Wang, Yuxi Wang, Zhenming Liu, Jui-Hua Hsieh, Liangren Zhang, Song Wu, Zhufang Shen, Hongmin Zhang, Xiang Simon Wang

J. Chem. Inf. Model., 2020

TF3P: Three-Dimensional Force Fields Fingerprint Learned by Deep Capsular Network.

Yanxing Wang, Jianxing Hu, Junyong Lai, Yibo Li, Hongwei Jin, Li He Zhang, Liang Ren Zhang, Zhenming Liu

J. Chem. Inf. Model., 2020

DeepScaffold: A Comprehensive Tool for Scaffold-Based De Novo Drug Discovery Using Deep Learning.

Yibo Li, Jianxing Hu, Yanxing Wang, Jielong Zhou, Liangren Zhang, Zhenming Liu

J. Chem. Inf. Model., 2020

2018

Maximal Unbiased Benchmarking Data Sets for Human Chemokine Receptors and Comparative Analysis.

Jie Xia, Terry-Elinor Reid, Song Wu, Liangren Zhang, Xiang Simon Wang

J. Chem. Inf. Model., 2018

Multi-objective de novo drug design with conditional graph generative model.

Yibo Li, Liangren Zhang, Zhenming Liu

J. Cheminformatics, 2018

2015

Comparative Modeling and Benchmarking Data Sets for Human Histone Deacetylases and Sirtuin Families.

Jie Xia, Ermias Lemma Tilahun, Eyob Hailu Kebede, Terry-Elinor Reid, Liang Ren Zhang, Xiang Simon Wang

J. Chem. Inf. Model., 2015

2014

An Unbiased Method To Build Benchmarking Sets for Ligand-Based Virtual Screening and its Application To GPCRs.

Jie Xia, Hongwei Jin, Zhenming Liu, Liang Ren Zhang, Xiang Simon Wang

J. Chem. Inf. Model., 2014

2011

Correction to Identification of Small-Molecule Inhibitors against Human Leukocyte Antigen-Death Receptor 4 (HLA-DR4) Through a Comprehensive Strategy.

Zhenming Liu, Bo Li, Xia Li, Liang Ren Zhang, Luhua Lai

J. Chem. Inf. Model., 2011

Identification of Small-Molecule Inhibitors against Human Leukocyte Antigen-Death Receptor 4 (HLA-DR4) Through a Comprehensive Strategy.

Zhenming Liu, Bo Li, Xia Li, Liang Ren Zhang, Luhua Lai

J. Chem. Inf. Model., 2011

2009

Multiple-Docking and Affinity Fingerprint Methods for Protein Classification and Inhibitors Selection.

Bo Li, Zhenming Liu, Liang Ren Zhang, Li He Zhang

J. Chem. Inf. Model., 2009

2002

Studies on the synthesis of a G-rich octaoligoisonucleotide (isoT)2(isoG)4(isoT)2 by the phosphotriester approach and its formation of G-quartet structure.

Jun Chen, Liang Ren Zhang, Ji Mei Min, Li He Zhang

Nucleic Acids Res., 2002