Research
My work lies at the intersection of machine learning, graph neural networks, and bioinformatics. We are interested in:
- Text-based molecule generation
- LLM for chemical synthesis
- Drug-target interaction / binding affinity prediction
- Drug-drug interaction event prediction
News
2025
Our paper "Enhancing chemical reaction and retrosynthesis prediction with large language model"
was accepted by IJCAI 2025.
2025
DynamicDTA paper published in Interdisciplinary Science: Computational Life Sciences.
2024
CTF-DDI paper published in Future Generation Computer Systems.
2023
MVA-DDI paper presented at IEEE BIBM 2023.
2021
Received Ph.D. degree from Hunan University.
Positions
We are always looking for highly motivated students and postdocs to join our lab!
- Master / Ph.D. students (with CS or biology backgrounds)
- Postdoctoral researchers in machine learning / bioinformatics
- Undergraduate research interns
If you are interested, please send your CV to jack_lin@xtu.edu.cn.
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