Lesong Wei

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Attention Mechanism

Mutual Information

Multi View Stereo

Top Venues

Briefings Bioinform.

Comput. Biol. Medicine

Publications

Xiaopeng Xu, Chencheng Xu, Wenjia He, Lesong Wei, Haoyang Li, Juexiao Zhou, Ruochi Zhang, Yu Wang, Yuanpeng Xiong, Xin Gao
macrocyclic peptide design using generative pre-trained transformer. Bioinform. 40 (6) (2024)
Xin Zhang, Lesong Wei, Xiucai Ye, Kai Zhang, Saisai Teng, Zhongshen Li, Junru Jin, Min Jae Kim, Tetsuya Sakurai, Lizhen Cui, Balachandran Manavalan, Leyi Wei
SiameseCPP: a sequence-based Siamese network to predict cell-penetrating peptides by contrastive learning. Briefings Bioinform. 24 (1) (2023)
Yitian Fang, Fan Xu, Lesong Wei, Yi Jiang, Jie Chen, Leyi Wei, Dong-Qing Wei
AFP-MFL: accurate identification of antifungal peptides using multi-view feature learning. Briefings Bioinform. 24 (1) (2023)
Lesong Wei, Xiucai Ye, Tetsuya Sakurai
ToxinMI: improving peptide toxicity prediction by fusing multimodal information based on mutual information. RACS (2022)
Jiaqi Liao, Haoyang Chen, Lesong Wei, Leyi Wei
GSAML-DTA: An interpretable drug-target binding affinity prediction model based on graph neural networks with self-attention mechanism and mutual information. Comput. Biol. Medicine 150 (2022)
Lesong Wei, Xiucai Ye, Tetsuya Sakurai, Zengchao Mu, Leyi Wei
ToxIBTL: prediction of peptide toxicity based on information bottleneck and transfer learning. Bioinform. 38 (6) (2022)
Lesong Wei, Xiucai Ye, Yuyang Xue, Tetsuya Sakurai, Leyi Wei
ATSE: a peptide toxicity predictor by exploiting structural and evolutionary information based on graph neural network and attention mechanism. Briefings Bioinform. 22 (5) (2021)
Xiao Cao, Wenjia He, Zitan Chen, Yifan Li, Kexin Wang, Hongbo Zhang, Lesong Wei, Lizhen Cui, Ran Su, Leyi Wei
PSSP-MVIRT: peptide secondary structure prediction based on a multi-view deep learning architecture. Briefings Bioinform. 22 (6) (2021)