🔥 About Me
Welcome to my personal page!
My name is Yang Fei (费扬), a master student at School of Computing, National University of Singapore, major in Computer Science. I graduated from Shanghai Jiao Tong University in 2023.06 with a bachelor’s degree from the Department of Cyber Science and Engineering, SEIEE school. Prior to that, I graduated my high at Huaiyin High School with honor.
I’m always curious about emerging electronics and keen to explore every link from programming to hardware. I hope to be a good computer security researcher, or an industry pioneer driving technological innovation.
I won the Outstanding Undergraduate Scholarship of SJTU 3 times in 2020-2022 (Top 15% in SJTU), also won the Top Cybersecurity Student Scholarship in the fall of 2022. I won Meritorious Award in 2021 MCM, and was selected as Merit Student in my sophomore year.
My research interests include GNN, data-driven security and the intersection between computer security & machine learning. I have researched in several groups and maintain close communication with professional teachers in different fields.
I finished my graduation project under the guidance of Prof. Jiaping Gui at SJTU, also conducted research under the guidance of Prof. Cewu Lu at MVIG LAB, I was an enthusiastic participant in the 2022 UCInspire program, participated in DSP LAB lead by Prof. Zhou Li. Now I am collaborating with Prof. Xiaokui Xiao at NUS for the dissertation.
My Basic Information
21 Lower Kent Ridge Rd, Singapore 119077
+65 88851417 / +86 18015158812
📖 Educations
National University of Singapore 📅 [Aug 2023 – May 2025(expected)]
Master of Computing, Computer Science Track
Shanghai Jiaotong University 📅 [Sep 2019 – Jun 2023]
Bachelor of Engineering in Information Security
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Academic Grades:
GPA: 3.64/4.0 Major GPA: 3.86/4.0
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A courses: Modern Number Theory, Information Security Innovation, Operating System, Windows Security, Data Mining and 20 others.
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English proficiency:
TOEFL: 109
GRE: 322
CET-6: 551
Huaiyin High School 📅 [Sep 2016 – Jun 2019]
- 2019-GaoKao : 415/480 (top 0.01%)
- Math: 177/200
- Physics/Chemistry: A+
- English: 110/120
📑 Relevant Coursework
| Data Structures | Principles of Database | Computer Network | Cryptography |
|---|---|---|---|
| Basic Programming | Compiler Principles | Computer Organization | Windows Security |
| ICS - 1 (CSAPP) | Software Engineering | Data Mining | Operating System |
💻 Experiences
UCInspire Summer Program
June 2022 – Sept 2022
UCI security researcher
Prof: Zhou Li
- Start with basic Graph neural network model on anomaly detection like DeepWalk, NetWalk and Euler.
- Apply NetWalk on LANL dataset to help detect unusual online flows, and make a fair comparison with Euler. Develop a new Model for anomaly detection, which has a much better performance on this topic.
SJTU Machine Vision and Intelligence Group
Dec 2021 – Present
Computer Vision Intern
Prof: Cewu Lu
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Start from self studying Stanford’s cs231n online course, solving the curriculum lab and comparing different models in computer vision field.
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The main research direction is human pose.
CITtrip : Student Research Training Program
Mar 2021 – Mar 2022
Information Security Researcher
Prof: Jie Guo
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Use BERT, LDA and other models in the NLP field to help analyze harmful speeches on the Internet, realize measurement innovation.
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Define anonymous Internet users, establish relationship networks, and identify key users.
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Our project won the 2022 Outstanding College Innovation Project in Shanghai.
⌨ Projects
Simple Network Sniffer: EzSniffer
Python, Scapy, PyQt5
Nov 2021
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A simple network sniffer developed based on linux platform and python language uses PyQt5 for interface design.
- Main functions include: capturing and analyzing the local ethernet selected by the user, realizing packet filtering, searching, IP packet fragmentation and reorganization, and file storage.
- It contains as many types of messages as possible (ICMP, UDP, TCP, etc.), with good usability and readability.
Campus Carpooling System: Huajiao Carpooling
Django, Node.js, React, MySQL
May 2021
- Realize the demand of carpooling for students in partial campus and build a usable website.
- Carried out this group cooperation project in the form of agile development, a total of three rounds of iterations, and finally deployed the website.
Personal Blog System
SpringBoot, MyBatis, React, Antd, MySQL
May 2022
- Build a platform to express your views and realize fragmented learning, we can also display personalized content.
- I’m mainly in charge of building the front-end framework. Considering the simple, clear, and componentizable features of react, it was chosen. Also selected antd as the component library.
“Smart Eyes” - Bridge Bearing Damage Detection System
OpenCV, Yolo5, Raspberry Pi
Aug 2022
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Manufactures a real-time detection device with a high-quality camera installed on a fixed telescopic pole, and is equipped with a crack damage identification system with a Raspberry Pi as a carrier.
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Use OpenCV to implement image preprocessing, feature extraction and image matching mechanism, data training on yolov5.
Basic File Safe
GNU Make, GCC, C/C++
Oct 2022
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Combined with encryption and access rights control, overloading system calls ensures the security of important personal data from the operating system level.
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Supported password input and verified user core permissions, also added timer management program.
🏆 Honors and Awards
- Top Cybersecurity Student Scholarship (Top 3%); Nov 2022
- Outstanding Undergraduate Scholarship of SJTU (Top 15%); 3×recipient, Nov 2020-2022
- Mathematical Contest in Modeling, Meritorious; Apr 2021
- Mathematical Contest in Modeling, Honorable Mention; Apr 2020
- Merit Student, Apr 2020
✨ Technical Skills
- Preferred Programming Languages:
- Python, C/C++, Golang…
- Security Related Skills:
- Cryptography, Penetration test, Misc/Pwn
- Script Tools/Text Editor/Management Tools:
- Shell, Vim, Git, Latex, Office
- Language:
- Mandarin (Native)
- English (TOEFL iBT: 101)
- French (Beginner)
- Media Processing:
- Adobe PR, Adobe PS, Adobe LightRoom
- Other Interest:
- Basketball, Piano, Hiking
🦾 Leadership / Extracurricular
- College Student Work Office, President, Fall 2019 – Present
- Organize and plan the training course of ideal and faith education in the college, with a total of four sessions, more than 2000 trainees, and undertake six forums.
- Led chapter of 50+ members to work towards goals that improve and promote community service, academics, and unity.
- Club Unions, Cadre, Fall 2019 – Fall 2020
- Participate in undertaking large-scale cultural and sports activities on campus, such as "Qiyuan Loy Krathong Festival, Club Recruitment, Student Festival" and other related activities.
- The cumulative readings of articles related to the event exceeded one million.
- Vaccination Site Volunteer, Fall 2021
- Shanghai International Marathon Volunteer, Fall 2020
💻 Internships
HUAWEI ICT Department
Aug 2022 – Oct 2022
Software Development Engineer
- Interned in packet core network department, ddb group, focus on distributed database microservices built on cloud core. Mainly using Golang to help solve problems, like changing the mml echo output and reading the number of servers from the environment variable.
- We provide a full range of core network software, help operators build an agile, efficient and reliable core network. Build DDB micro-service based on Go Cell framework, realize synchronous data processing and so on.
📝 Other Stuff
