Liangren Zhang

13 papers Journal 13

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