Scholar

Xuan Lin (林轩)

Google Scholar ID: 8B0t8AYAAAAJ

School of Computer Science, Xiangtan University

Multi-modal LearningLarge Language ModelAI for Drug Discovery

Citations & Impact

All-time

Citations

1,257

H-index

i10-index

Publications

Co-authors

list available

Contact

Resume

Academic Achievements

Published over 20 peer-reviewed papers in venues such as AAAI, IJCAI, ECAI, BIBM, IEEE TKDE, TCBB, Briefings in Bioinformatics, etc.
Selected publications include:
– “Enhancing chemical reaction and retrosynthesis prediction with large language model and dual-task learning,” IJCAI 2025 (accepted).
– “DynamicDTA: drug-target binding affinity prediction using dynamics descriptors and graph representation,” Interdisciplinary Science: Computational Life Sciences, 2025.
– “CTF-DDI: Constrained tensor factorization for drug–drug interactions prediction,” Future Generation Computer Systems, 2024.
– “CSCL-DTI: predicting drug-target interaction through cross-view and self-supervised contrastive learning,” BIBM 2024.
– “Comprehensive evaluation of deep and graph learning on drug–drug interactions prediction,” Briefings in Bioinformatics, 2023.
– “Effectively Identifying Compound-Protein Interaction using Graph Neural Representation,” IEEE/ACM TCBB, 2022.

Co-authors

3 total