About

Hi, my name is Yunhao Li. I am currently pursuing a Master of Science in Artificial Intelligence at Guangzhou University. My research interests focus on Computer Vision, Medical Image Analysis and Multimodal Learning. I have strong hands-on skills, proficient in tools like PyTorch, Transformers, AutoGluon, and server-side technologies including Vue, FastAPI, and Spring Cloud. My achievements include multiple national competition awards and patents. Ultimately, I aim to help others reach their full their potential through education.

Work Experience

2023/10-2024/06
ML Researcher & Data Analyst
China 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.

Publications

2024
IPM: An Intelligent Component for 3D Brain Tumor Segmentation Integrating Semantic Extractor and Pixel Refiner

Yunhao Li, Caiyan Tan, Mingdu Zhang, Xi Zhang, Teng Huang ,Xiao-Qing Pei, Yan Pang.

PRCV
CCF-C
2023
Slim UNETR: Scale hybrid transformers to efficient 3D medical image segmentation under limited computational resources

Yan Pang, Jiaming Liang, Teng Huang, Hao Chen, Yunhao Li, Dan Li, Lin Huang, Qiong Wang.

TMI
CCF-A
IF:10.4
2023
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 J-STARS
JCR Q1
IF:4.7
2023
AgileNet: A Rapid and Efficient Breast Lesion Segmentation Method for Medical Image Analysis

Jiaming Liang, Teng Huang, Dan Li, Ziyu Ding, Yunhao Li, Lin Huang, Qiong Wang, Xi Zhang.

PRCV
CCF-C

Programming Skills

AI & Data: PyTorch, Transformers, AutoGluon, Pandas, Matplotlib, OpenCV
Server: Vue, FastAPI, Spring Cloud, MySQL, RabbitMQ, K8S, kubesphere, CI/CD
Contribute to LLaMA-Factory Chinese-LLaMA-Alpaca

Education

2022-2025
Master of Artificial Intelligence
GuangZhou University
Major in Artificial Intelligence

Advisor: Yan Pang

GPA 3.61/4
2018-2022
Bachelor in Computer Science
Guilin University of Electronic Technology
Major in Computer Science

GPA 4.15/5

Honors & Awards

2023
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
2020
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.
2020
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.
2020
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.
2019
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.

Patent

Yunhao Li