Ailin Xie

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Biological Systems

Prediction Accuracy

Top Venues

Briefings Bioinform.

J. Chem. Inf. Model.

Publications

Ziqiao Zhang, Yatao Bian, Ailin Xie, Pengju Han, Shuigeng Zhou
Can Pretrained Models Really Learn Better Molecular Representations for AI-Aided Drug Discovery? J. Chem. Inf. Model. 64 (7) (2024)
Ziqiao Zhang, Ailin Xie, Jihong Guan, Shuigeng Zhou
Molecular property prediction by semantic-invariant contrastive learning. Bioinform. 39 (8) (2023)
Ailin Xie, Ziqiao Zhang, Jihong Guan, Shuigeng Zhou
Self-supervised learning with chemistry-aware fragmentation for effective molecular property prediction. Briefings Bioinform. 24 (5) (2023)
Ziqiao Zhang, Bangyi Zhao, Ailin Xie, Yatao Bian, Shuigeng Zhou
Activity Cliff Prediction: Dataset and Benchmark. CoRR (2023)
Ziqiao Zhang, Ailin Xie, Jihong Guan, Shuigeng Zhou
Molecular Property Prediction by Semantic-invariant Contrastive Learning. CoRR (2023)
Ziqiao Zhang, Yatao Bian, Ailin Xie, Pengju Han, Long-Kai Huang, Shuigeng Zhou
Can Pre-trained Models Really Learn Better Molecular Representations for AI-aided Drug Discovery? CoRR (2022)