Liangren Zhang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Machine Learning Models

Chemical Reaction

Unified Framework

Top Venues

J. Chem. Inf. Model.

Nat. Mac. Intell.

J. Cheminformatics

Publications

Ningfeng Liu, Jie Yu, Siyu Xiu, Xinfang Zhao, Siyu Lin, Bo Qiang, Ruqiu Zheng, Hongwei Jin, Liangren Zhang, Zhenming Liu
Latent Chemical Space Searching for Plug-in Multi-objective Molecule Generation. CoRR (2024)
Yuheng Ding, Bo Qiang, Qixuan Chen, Yiqiao Liu, Liangren Zhang, Zhenming Liu
Exploring Chemical Reaction Space with Machine Learning Models: Representation and Feature Perspective. J. Chem. Inf. Model. 64 (8) (2024)
Tao Shen, Shan Li, Xiang Simon Wang, Dongmei Wang, Song Wu, Jie Xia, Liangren Zhang
Deep reinforcement learning enables better bias control in benchmark for virtual screening. Comput. Biol. Medicine 171 (2024)
Bo Qiang, Yiran Zhou, Yuheng Ding, Ningfeng Liu, Liangren Zhang, Zhenming Liu
Uni-RXN: An Unified Framework that Bridge the Gap between Chemical Reaction Pretraining and Conditional Molecule Generation. CoRR (2023)
Bo Qiang, Yiran Zhou, Yuheng Ding, Ningfeng Liu, Song Song, Liangren Zhang, Bo Huang, Zhenming Liu
Bridging the gap between chemical reaction pretraining and conditional molecule generation with a unified model. Nat. Mac. Intell. 5 (12) (2023)
Ningfeng Liu, Junyong Lai, Chuanyu Lyu, Bo Qiang, Heyu Wang, Hongwei Jin, Liangren Zhang, Zhenming Liu
Chemical Space, Scaffolds, and Halogenated Compounds of CMNPD: A Comprehensive Chemoinformatic Analysis. J. Chem. Inf. Model. 61 (7) (2021)
Chuanyu Lyu, Tong Chen, Bo Qiang, Ningfeng Liu, Heyu Wang, Liangren Zhang, Zhenming Liu
CMNPD: a comprehensive marine natural products database towards facilitating drug discovery from the ocean. Nucleic Acids Res. 49 (Database-Issue) (2021)
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
Pose Filter-Based Ensemble Learning Enables Discovery of Orally Active, Nonsteroidal Farnesoid X Receptor Agonists. J. Chem. Inf. Model. 60 (3) (2020)
Yibo Li, Jianxing Hu, Yanxing Wang, Jielong Zhou, Liangren Zhang, Zhenming Liu
DeepScaffold: A Comprehensive Tool for Scaffold-Based De Novo Drug Discovery Using Deep Learning. J. Chem. Inf. Model. 60 (1) (2020)
Yibo Li, Jianxing Hu, Yanxing Wang, Jielong Zhou, Liangren Zhang, Zhenming Liu
DeepScaffold: a comprehensive tool for scaffold-based de novo drug discovery using deep learning. CoRR (2019)
Yanxing Wang, Jianxing Hu, Junyong Lai, Yibo Li, Hongwei Jin, Li He Zhang, Liangren Zhang, Zhenming Liu
TF3P: Three-dimensional Force Fields Fingerprint Learned by Deep Capsular Network. CoRR (2019)
Jie Xia, Terry-Elinor Reid, Song Wu, Liangren Zhang, Xiang Simon Wang
Maximal Unbiased Benchmarking Data Sets for Human Chemokine Receptors and Comparative Analysis. J. Chem. Inf. Model. 58 (5) (2018)
Yibo Li, Liangren Zhang, Zhenming Liu
Multi-objective de novo drug design with conditional graph generative model. J. Cheminformatics 10 (1) (2018)