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Stardust carries the questions; intelligence unveils the answers.

Basics

Name Zou Chang
Label Student of Artificial Intelligence
Email 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

  • 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
  • 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

  • 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.
  • 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

  • 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.
  • 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

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

  • 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.
  • 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