ZhiJie Yang
Undergraduate in Electronic Information Engineering (Honors) · Southwest University of Science and Technology
Research interests: medical imaging deep learning ｜ multi-agent systems ｜ model deployment and engineering
I am an undergraduate in Electronic Information Engineering (Honors) at the School of Information and Control Engineering, Southwest University of Science and Technology, having transferred from Pharmaceutical Engineering in September 2026. My research interests centre on two directions: deep learning for medical imaging, with emphasis on generalisation to independent datasets and on interpretability; and multi-agent systems, with emphasis on their engineering use in research workflows.
Current work includes pulmonary nodule classification and malignancy risk grading on chest CT (provincial undergraduate innovation training project; data processing and model experiments), benign/malignant breast ultrasound classification with cross-dataset external validation, and the software system for fluorescence-guided osteomyelitis imaging. On the engineering side, my work covers model serving deployment, retrieval-augmented literature knowledge bases, and automated research workflows.
news
- 2026.09Personal site is live; transferred into Electronic Information Engineering (Honors); took part in the CUMCM mathematical modelling contest
- 2026.08Completed a paper-corpus ingestion pipeline for a literature knowledge base (30,031 papers, 11.2 hours, 99.96% completion) and open-sourced the software for the breast ultrasound diagnosis support system and the osteomyelitis workstation
- 2026.07National third prize at the 11th National College Student Biomedical Engineering Innovation Design Competition for the breast ultrasound diagnosis support system
- 2026.06Provincial second prize at the 6th Sichuan Provincial Biomedical Engineering Innovation Design Competition; passed CJT4
- 2026.05A provincial undergraduate innovation training project was approved: interpretable pulmonary nodule classification and malignancy risk grading from chest CT
- 2026.04Began research training in medical imaging, responsible for algorithms and software implementation
- 2025.10Joined the "One Student One Chip" study group: Verilog and RISC-V processor design
Quick links
| Page | What is there |
|---|---|
| experiences | Education, research and engineering experience, service |
| publications | Ongoing work, research infrastructure and method |
| projects | Medical imaging, agent tooling and open-source repositories |
| awards | Competitions, project approvals and entries |
| skills | Deep learning, agent systems, engineering and languages |
| notes | Engineering practice records |
| cv | Full CV with a downloadable PDF |
| thanks | Acknowledgements |