Resume
YUNXUAN ZHANG
Parallel Optimization, Machine Learning
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Shanghai, China
(+86) 135-8387-5373
EDUCATION
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Undergraduate
Zhejiang University
Hangzhou, China
Spet. 2020 - Present
Major: Electrical and Computer Engineering (ECE)
Minor: Chu Kochen Honors College Engineering (ACEE)
Related Courses: Linear Algebra, C Language, Data Structure, Computer Organization, Operating System,
Computer Networks, Digital Image Processing, Artificial Intelligence, Signals and Systems.
GPA: 3.97 / 4.0
Hundred: 91.21
Ranking: 4 / 143
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Exchange
The University of Tokyo
Tokyo, Japan
Spet. 2023 - Feb. 2024
University-wide Students Exchange Program (USTEP)
RESEARCH INTERNSHIP
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Monocular 3D Reconstruction
Shanghai Artificial Intelligence Laboratory
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Supervised by Prof. Wanli Ouyang and Prof. Tong He.
Implemented monocular 3D reconstruction based on explicit generated 3D features.
Used latent diffusion to enhance 3D features generation.
Bi-level Neural Optimization
UCSD
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Supervised by Prof. Pengtao Xie.
Built auto-annotater - trainee bi-level optimization architecture.
Made full use of large scale unannotated data.
Video Object Tracking
ICAUS first author article: Tracking-aided Detection Siamese Network for Drone Surveillance
NESC Lab, Zhejiang University
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Designed drone-oriented siamese tracking network to fully use temporal information of video.
Utilized high-accuracy detection network to re-capture the target when lost.
Designed partly reused backbone to decline the volume of model.
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Video Instance Segmentation
CS College, Zhejiang University
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Supervised by Prof. Chunhua Shen.
Segment accurately: Used frame-level convolution cores, which contain features that only belong to that
single frame.
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Tracking accurately: Used cross attention to improve the tracking/aligning performance.
COMPETITION
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National Parallel Application Competition Final
Ji’nan, China
Nov. 19, 2022
Competition about parallel acceleration algorithms, distributed computing and CUDA C++.
Parallelly optimized LibSVM library (originally implemented on CPU) with CUDA, with an average
acceleration ratio of 1200
First Award
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National Olympiad Informatics
Zhoucheng, China
Nov. 2018
First Award
National University Mathematics Competition
First Award
Mathematical Contest in Modeling (MCM)
S Award
Hangzhou, China
Nov. 2021
Online
Feb. 2022
PROJECTS
GPU Parallel Acceleration for Convolution Operation
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Utilized im2col algorithm to convert convolution Operation with any shape to GEMM task.
Made full use of the multi-level storage structure of CUDA device to accelerate the access to hot data.
Using tensor core to implement 16 matrix multiplication within one clock cycle.
412 times faster than naive GPU version, and more than 200,000 times faster than CPU version.
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Chatting Interface Bot
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Linear Array CCD Driving and Panoramic Scanning
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Programmed FPGA to generate driving signals for linear array CCD TOSHIBA TCD1251UD.
Burnt STM32 to read image signal from CCD, drives servo motor for panoramic scanning, and transfers
the data to computer via serial port.
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Utilized Python to montage the scanned lines and enhance the image.
SCHOLARSHIPS
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Scholarship of Zhejiang University
2022
First Prize
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Top Scholarship of Zhejiang University
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Provincial Government Scholarship
2022
2022
2023
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Top Scholarship of Zhejiang Provience, the same as the National Scholarship
Scholarship of National Talent Training Base
First Prize
Shannon Scholarship
First Prize
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Japan Student Services Organization (JASSO) Scholarship
Elite Scholarship of HUAWEI
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UNIQLO Scholarship
Huang Hong - Wu Xiaopei Scholarship
Scholarship of Zhejiang University
Third Prize
2021
LANGUAGES
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English
TOEFL iBT 103; with Reading 29, Listening 25, Speaking 21, Writing 28
Chinese
Native Speaker
Japanese
Zhejiang University General Japanese Test Level 3, approximately JLPT-N3
TECHNICAL STRENGTHS
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Deep Learning
Python, PyTorch, Requests, CUDA C++, MPI
Server O&M
GNU Toolchain, Hardware Devices Maintenance
Embedded Development
FPGA, Verilog HDL, STM32, C++
Multimedia
Photography, Adobe Photoshop, After Effects, Premiere Pro, Davinci, Cinema 4D, Live2D Cubism
TECHNICAL SERVICES
Electronic Volunteering Association of Zhejiang University
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Associate Minister of Technology
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A volunteer organization providing computer and electrical appliances repairing services for schoolmates.
Accumulated extensive experience in computer troubleshooting.