Minghao Guo 郭明皓

Computer Vision
MBZUAI
Masdar City, Abu Dhabi, UAE

Email: minghaoguo20@gmail.com

Biography

I am a Master's Student at MBZUAI, majoring in Computer Vision. My research interest lies in GenAI and Computer Vision.

[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.

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

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.

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)