cv
Stardust carries the questions; intelligence unveils the answers.
Basics
Name | Zou Chang |
Label | Student of Artificial Intelligence |
shenyizou@outlook.com | |
Phone | (086) 136-0821-1202 |
Url | https://shenyi-zou.github.io |
Summary | An undergraduate student specializing in artificial intelligence, expected to obtain a bachelor's degree in 2026. My primary research focus is on accelerating image and video generation models. Currently, I am an intern at the EPIC Lab, Shanghai Jiao Tong University, honored to be mentored by Prof. Linfeng Zhang.. |
Education
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2023.01 - 2024.01 Beijing, China
Training Program
Tsinghua University
Yufeng Program: Cultivating Young Talents in Artificial Intelligence
- Machine Learning by Prof. Ming Zhang
- Deep Learning by Prof. Xiaolin Hu
- Natural Language Processing by Prof. Zhiyuan Liu
- Algorithm by Prof. Junhui Deng
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2022.09 - now Chengdu, China
Undergraduate
University of Electronic Science and Technology of China
Yingcai Honors College
- Artificial Intelligence: Data Mining and Big Data Analytics, Computer Vision, Natural Language Processing, Machine Learning, Deep Learning...
- Computer Science: Computer Organization and Architecture, Data Structure and Algorithm, ACM/ICPC Training...
- Mathematics: Advanced Calculus, Advanced Algebra and Geometry, Probability and Statistics, Discrete Mathematics...
- Physics: General Physics, Theoretical Mechanics, Electrodynamics, Thermodynamics and Statistical Physics*...
Work
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2024.06 - now Intern
EPIC-Lab, School of Artificial Intelligence, Shanghai Jiao Tong University
Honored to be mentored by Prof. Linfeng Zhang. My primary research focus is on accelerating image and video generation models, with a particular emphasis on the acceleration of Diffusion Transformers.
- Submitted two high-quality papers as the first author to ICLR and CVPR.
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2022.10 - 2024.12 Intern
School of Mathematical Science, University of Electronic Science and Technology of China
Honored to be mentored by Prof. Liangjian Deng. Focusing on algorithms that combine mathematics and deep learning for image fusion, particularly in the areas of pansharpening and hyperspectral and multispectral image fusion.
Volunteer
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2024.07 - now Chengdu, Sichuan, China
Assistant Creator
Artificial Intelligence Club, University of Electronic Science and Technology of China
Provide strategic guidance for departmental development, participate in activity design, and offer technical support.
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2024.07 - now Chengdu, Sichuan, China
Department Advisor
Artificial Intelligence Division of Yingcai Honors College, University of Electronic Science and Technology of China
Provide strategic guidance for departmental development, participate in activity design, and offer technical support.
Awards
- 2020.10.01
First Prize in the 37th National Middle School Biology Competition (Provincial Level)
Chinese Society of Physics
Awarded first prize in the 37th National Middle School Biology Competition (Provincial Level) for outstanding performance.
- 2021.05.01
First Class Award (Physics Test) in the 17th Pan-Pearl River Delta and Chinese Elite Schools Physics Olympiad
Hong Kong Physics Olympiad
Awarded First Class Award in the 17th Pan-Pearl River Delta and Chinese Elite Schools Physics Olympiad for outstanding performance.
- 2021.10.01
First Prize in the 38th National Middle School Biology Competition (Provincial Level)
Chinese Society of Physics
Awarded first prize in the 38th National Middle School Biology Competition (Provincial Level) for outstanding performance.
Certificates
Applying Machine Learning to Engineering and Science | ||
Massachusetts Institute of Technology |
CET-4 Outstanding Achievement | ||
National Education Examinations Authority, China |
Algorithms | ||
XuetangX, Tsinghua University |
Natural Language Processing | ||
XuetangX, Tsinghua University |
Deep Learning | ||
XuetangX, Tsinghua University |
Machine Learning | ||
XuetangX, Tsinghua University |
Publications
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2024.12.18 Accelerating Diffusion Transformers with Dual Feature Caching
arXiv
In the second paper, he applied the quantum theory to light to explain the photoelectric effect. In particular, he used the idea of light quanta (photons) to explain experimental results, but stressed the importance of the experimental results. The importance of his work on the photoelectric effect earned him the Nobel Prize in Physics in 1921.
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2024.10.05 Accelerating Diffusion Transformers with Token-wise Feature Caching
arXiv
It concerned an interpretation of the Michelson–Morley experiment and the properties of light and time. Special relativity incorporates the principle that the speed of light is the same for all inertial observers regardless of the state of motion of the source.
Skills
Computer Science | |
Python | |
C, C++ | |
Java | |
Data Structure and Algorithm | |
Computer Organization and Architecture |
Artificial Intelligence | |
Machine Learning | |
Natural Language Processing | |
Deep Learning | |
Computer Vision | |
Data Mining and Big Data Analytics |
Physics | |
Theoretical Mechanics | |
Eelctrodynamics | |
Theormodynamics and Statistical Physics |
Languages
Chinese | |
Native speaker |
English | |
Fluent |
Interests
Artificial Intelligence | |
Image and Video Generation | |
Large Language Models | |
Multimodal Large Language Models |