🌟 About
Hello, my name is Yunhao Li, and I am currently serving as a research assistant at Chinese Academy of Sciences, where I am fortunate to work under the esteemed guidance of Prof. Qiong Wang. My academic journey commenced at Guangzhou University, where I pursued and obtained my Master’s degree in Artificial Intelligence. During this enriching period, I was mentored by Assoc. Prof. Yan Pang , whose invaluable insights and expertise have profoundly shaped my perspective and skills in the field. Prior to my Master’s degree, I also completed my Bachelor’s degree in Computer Science at Guilin University of Electronic Technology, further solidifying my foundation in the realm of technology.
My research interests focused on Computer Vision, Medical Image Analysis, and Multimodal Learning. I am deeply committed to harnessing the power of these technologies to make meaningful impact on the world. My ultimate aspiration is to contribute to the medical science, thereby enhancing human health.
📚 Publications
- CAM-PC: A novel method for camouflaging point clouds to counter adversarial deception in remote sensing
Bo Wei, Teng Huang, Xi Zhang, Jiaming Liang, Yunhao Li, Cong Cao, Dan Li, Yongfeng Chen, Huagang Xiong, Feng Jiang, Xiqiu Zhang.
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
💼 Work Experience
ML Researcher & Data AnalystChina Post Bank- Developed AI-driven finance data precision recommendation model for customer marketing.
- Designed and implemented a model training engine for automatic rolling training and optimization
- Contributed to a 15% increase in performance for China Post Bank GuangZhou.
💻 Programming Skills
- AI & Data: PyTorch, Transformers, AutoGluon, Pandas, Matplotlib, OpenCV
- Server: Vue, FastAPI, Spring Cloud, MySQL, RabbitMQ, K8S, kubesphere, CI/CD
- Contribute to: LlamaIndex
LLaMA-Factory
Chinese-LLaMA-Alpaca
🎓 Education
- 2022-2025: Master of Artificial Intelligence, GuangZhou University, Advisor: Yan Pang , GPA 3.61/4 (National Scholarship)
- 2018-2022: Bachelor in Computer Science, Guilin University of Electronic Technology, GPA 4.15/5
🏆 Honors & Awards
First Prize in the National Guangzhou Pazhou Algorithm Competition- Lead AI and backend teams develop an Artificial Intelligence Security Assessment platform.
- Implemented 20 + adversarial attack, 10 + defense algorithms, integrated image & text classification, object detection models.
Third Prize in the National China Collegiate Computing Contest-AI Track- Developed an Intelligent Construction Site Monitoring System for Helmet Detection and Tracking.
- Implemented Helmet Detection and Tracking Pipeline by Vue, FastAPI, and YOLO.
Second Prize in the National 9th "China Software Cup"- Developed a Real-Time Vehicle Recognition and Tracking System for Traffic Light Scenarios.
- Implemented Traffic Light Visual Processing Pipeline by YOLO, DeepTrack, and Vue, tracking cars and pedestrians.
Second Prize in the National Competition at the RoboMaster- Led computer vision algorithm team to build real-time target recognition and tracking system for edge devices.
- Co-work with the Mechanical Design and Circuit Design Department to build robots.
Second Prize in the National 9th "China Education Robot Competition"- Developed computer vision systems enable robots to recognize and navigate around obstacles and identify specific markers accurately.
- Train object detection models that run on edge devices.