Liangzhen Zheng

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Unsupervised Learning

Scoring Function

Top Venues

Briefings Bioinform.

Nat. Mac. Intell.

Publications

Zechen Wang, Sheng Wang, Yangyang Li, Jingjing Guo, Yanjie Wei, Yuguang Mu, Liangzhen Zheng, Weifeng Li
A new paradigm for applying deep learning to protein-ligand interaction prediction. Briefings Bioinform. 25 (3) (2024)
Zechen Wang, Liangzhen Zheng, Sheng Wang, Mingzhi Lin, Zhihao Wang, Adams Wai-Kin Kong, Yuguang Mu, Yanjie Wei, Weifeng Li
A fully differentiable ligand pose optimization framework guided by deep learning and a traditional scoring function. Briefings Bioinform. 24 (1) (2023)
Hilbert Yuen In Lam, Robbe Pincket, Hao Han, Xing Er Ong, Zechen Wang, Jamie Hinks, Yanjie Wei, Weifeng Li, Liangzhen Zheng, Yuguang Mu
Application of variational graph encoders as an effective generalist algorithm in computer-aided drug design. Nat. Mac. Intell. 5 (7) (2023)
Tao Shen, Zhihang Hu, Zhangzhi Peng, Jiayang Chen, Peng Xiong, Liang Hong, Liangzhen Zheng, Yixuan Wang, Irwin King, Sheng Wang, Siqi Sun, Yu Li
E2Efold-3D: End-to-End Deep Learning Method for accurate de novo RNA 3D Structure Prediction. CoRR (2022)
Qin Wang, Jiayang Chen, Yuzhe Zhou, Yu Li, Liangzhen Zheng, Sheng Wang, Zhen Li, Shuguang Cui
Contact-Distil: Boosting Low Homologous Protein Contact Map Prediction by Self-Supervised Distillation. AAAI (2022)
Liangzhen Zheng, Jintao Meng, Kai Jiang, Haidong Lan, Zechen Wang, Mingzhi Lin, Weifeng Li, Hongwei Guo, Yanjie Wei, Yuguang Mu
Improving protein-ligand docking and screening accuracies by incorporating a scoring function correction term. Briefings Bioinform. 23 (3) (2022)
Liangzhen Zheng, Haidong Lan, Tao Shen, Jiaxiang Wu, Sheng Wang, Wei Liu, Junzhou Huang
tFold-TR: Combining Deep Learning Enhanced Hybrid Potential Energy for Template-Based Modelling Structure Refinement. CoRR (2021)