CV
For the PDF version, please refer to haoyulu_cv
Education
- B.S. in Computer Science and Technology, School of Artificial Intelligence, Beijing Normal University, 06/2024
- GPA: 3.8/4.0, Rank: 5/53
- Thesis title: High-quality 3D Image Reconstruction from Low-dose PET Image Based on Diffusion Model
- Relevant Courses (selected):
- Compulsory: Data Structure (95), Principles of Computer Composition (95), Algorithm Design and Analysis (94), Probability Theory and Stochastic Process (93)
- Optional: Introduction to Machine Learning (97), Multimedia Technology (93), Introduction to Big Data (95), Programming in JAVA (95)
Work Experience
- Apr. 2023: Research Assistant
- Natural Hazards Remote Sensing Lab, Peking University
- Duties included:
- Implement the domain adaptation segmentation model for “Enhanced Semantic Segmentation of Multi-annual Retrogressive Thaw Slumps by Domain Adaption” (in review), having achieved an F1 score of 0.829 and a recall rate of 0.934, outperforming CycleGAN and fine-tuning
- Adapt Segment Anything Model (SAM) to correctly segment craters on planet surface
- Supervisor: Prof. Xie Hu
- Sept. 2022: Research Assistant
- Key Laboratory of Beam Technology of Ministry of Education, Beijing Normal University
- Duties included:
- Exploring the combination of computer science and medical imaging techniques, especially in fields of positron emission tomography (PET) and Compton imaging
- Implemented models for medical image classification and segmentation from U-net to recent Segment Anything Model (SAM), having gained insights into both the imaging principle and related downstream tasks
- Currently working on physics-based imaging correction using methods of deep learning and reinforcement learning-aided imaging
- Supervisor: Prof. Jianyong Jiang
Publications
Jiang, J., Hua, J., Wang, H., Yuan, Z., Meng, Y., Lu, H., ... & Tai, Y. C. (2023). "A virtual-pinhole PET device for improving contrast recovery and enhancing lesion detectability of a one-meter-long PET scanner: a simulation study." Physics in Medicine and Biology.. 68(14).
Honors and Awards
Selected by significance and recency
- Silver Medal, Internationally Genetically Engineered Machine Competition (Modelling), Nov. 2022
- 1st Prize Scholarship (10%), Beijing Normal University, Oct. 2022 & Oct. 2021
- 1st Prize, National English Contest for College Students, Oct. 2022
- Excellent Student Cadre, Beijing Normal University, Oct. 2022
- 2nd Prize, Beijing College Students’ `Internet+’ Innovation and Entrepreneurship Competition, Aug. 2022
- Honorable Mention, Interdisciplinary Contest In Modelling, May. 2022
- Merit Student, Beijing Normal University, Oct. 2021
Skills and Interest
Programming: proficient in
- Programming languages: C/C++, Python, MATLAB, C#, Java
- Deep learning frameworks: PyTorch, TensorFlow
- Development environment configuration across multiple OS platforms, including Linux
Languages:
- English - Fluent
- TOEFL: 108
- Reading: 29/30
- Listening: 26/30
- Speaking: 26/30
- Writing: 27/30
- GRE: 327+3.5
- Verbal reasoning: 158/170
- Quantitative reasoning: 169/170
- Writing: 3.5/6.0
- CET-6: 605
Miscellaneous
- Swimming
- Climbing
- Photography
- Hiking
- Basketball