Minghao Guo 郭明皓
M.Sc. Student
Computer Vision
MBZUAI
Masdar City, Abu Dhabi, UAE
Email: minghaoguo20@gmail.com
|
![](./figure/photo_zhoushan_s.jpg)
|
Biography
I am a Master's Student at MBZUAI, majoring in Computer Vision. My research interest lies in GenAI and Computer Vision.
News
-
[02/2024] I received my offer from MBZUAI as a Master's student, majoring in Computer Vision.
-
[09/2022] I went to the Chinese University of Hong Kong as an exchange student.
-
[12/2021] I got the National Scholarship Award from Zhejiang University.
Education
-
MBZUAI
Aug, 2024 - May, 2026 (Expected)
Graduate student
-
Zhejiang University
Sept, 2020 - Jul, 2024
Undergraduate student
GPA: 90.19/100 (Rank: 8/142)
ZJU transcript
-
The Chinese University of Hong Kong
Sep, 2022 - Jan, 2023
Exchange student
CUHK transcript
Research Experiences
-
Diffusion Model based ENSO Prediction
Dec, 2023 - May, 2024
Mentor: Prof. LinChao Zhu @ZJU CCAI lab (graduation thesis project)
We presents an ENSO prediction model combining deep learning and traditional methods, using Diffusion models, Neural Stochastic Differential Equations, and Fourier Neural Operators to improve prediction accuracy and reliability.
-
Diffusion Model based Video Editing
July, 2023 - Aug, 2023
Mentor: Prof. LinChao Zhu @ZJU CCAI lab (intern)
We proposed a diffusion model based video editing method. Given a texture reference image and
a video sequence as input, our method can replace the texture of the video with the
texture of the reference image while preserving the structure of the video.
-
Robust Sentence-Level Evaluation
Feb, 2023 - Apr, 2023
Cooperator: Xiangru Tang, Yilun Zhao @Yale (Remote RA)
To address the issue of hallucinations and factual inconsistencies in long text summary task in
current language models, we proposed a set of solutions. The paper is currently under review.
-
Underwater Overlapping Fish Detection Study
Jul, 2022 - Oct, 2022
Mentor: Prof. Hui Huang @ZJU (SRTP)
We enhance underwater target detection using YOLOv5 by incorporating preprocessing, attention
mechanisms, and leveraging pre-trained models.
Selected Honors & Awards
-
Scholarship:
China Harbor Scholarship, 2022
China National Scholarship (Top 1.4%), 2021
Zhejiang University Scholarship - First Prize (Top 3%), 2021
-
Competition
First Prize of Zhejiang Province Student Physics Innovation (Theory)
Third Prize of National Zhou Peiyuan University Mechanics Competition (Individual Competition)
First prize in the National University Mathematics Competition (non-mathematics group, 2021)
First prize in the National University Mathematics Competition (non-mathematics group, 2020)