I am a doctoral candidate at the College of Intelligence and Computing of Tianjin University, under the supervision of Prof. Qinghua Hu and Prof. Pengfei Zhu. At present, I am working towards my doctoral thesis focusing on open set recognition. Beyond this thesis, I have broad interests in computer vision, pattern recognition, and AI for science, particularly being concerned with machine learning applications in life science.

Research Projects

1. Accurate prediction of secondary structure of tRNAs. [paper]
2. OpenMix+: Revisiting Data Augmentation for Open Set Recognition. [paper] [code]
3. Unknown Support Prototype Set for Open Set Recognition (accepted by IJCV2025).
4. Environment-aware Decision for Open World Recognition (preparing the manuscript).
5. Lifelong Open Set Learning (under research).