About Me

I am Zhang Jinshuai, an undergraduate student majoring in Cybersecurity at the School of Computer Science and Technology, Harbin Institute of Technology, Weihai (Class of 2026). As a young scholar pursuing excellence in the new era, I consistently uphold the university motto of “Specifications Strict, Skills Solid” through academic exploration, scientific research, student leadership, and social service, striving to become a well-rounded talent.

Academic Excellence

Maintaining the highest GPA in my major (95.02/100 as of March 2025), I have demonstrated academic excellence with 38 courses scoring above 90/100 and 22 courses exceeding 95/100. Core courses include Probability and Mathematical Statistics (100), Computer Organization (99), and Database Systems (99). Recognized for academic achievements, I received the National Scholarship, National Endeavor Scholarship, Future Technology Taihu Scholarship, and First-Class People’s Scholarship, and was selected as one of the university’s Top 10 Academic Excellence Stars (Top 0.1%).

Research & Competitions

I bridge theory with practice through research and competitions. As team leader, I won the National Third Prize in the National Information Security Contest for College Students (2024) and Shandong Provincial Second Prize in the China Undergraduate Mathematical Contest in Modeling (2024).

Research Highlights:

Conducted AI research at Nanyang Technological University under Dr. Teoh Teik Toe’s supervision, earning recommendation letter
Developed BCWatch: A blockchain anomaly transaction detection system using GNNs, winning national competition awards
At HIT INET Lab: Designed FGAD (Anomaly Score-Guided Feedback in Graph Anomaly Detection) by integrating anomaly scores into feature aggregation, preparing first-author paper for ICDM 2026 (CCF-B)
At HIT ICES Lab: Explored GAD applications in microservice fault tracing through classic model reproduction and root cause framework design
At CASIA NLPR Lab: Participated in research on Tool Agent, constructing a multimodal Tool Agent dataset of 46K+ samples to enhance Toolkengpt’s tool comprehension. Related achievements have been accepted as the second author to EMNLP Findings 2025. Also contributed to the DeepSeek-R1 molecular classification model, which achieved 98.95% accuracy on MoleculeNet.
Obtained CSTP LLM Application Developer Certification through intensive training

Leadership & Service

Holding over 10 leadership roles including class monitor, academic committee member, and freshman academic advisor, I:

Organized “Math Heart Tutoring” sessions improving 100+ students’ calculus scores
Mentored freshmen cohort with 7 students entering top 50% academically
Led “Coding for All” social practice program recognized as Top 10 University Teams
Directed “Cloud Dream” community coding initiative winning Weihai Outstanding Volunteer Project
Received Outstanding Student Cadre Model (Top 0.5%) ,The 23rd Class of “Ten Outstanding Students and Outstanding Student Leader awards

Vision & Commitment

As a CPC probationary member, I align personal growth with national needs. I plan to pursue graduate studies in GNNs and LLMs, focusing on data security and algorithmic trustworthiness in intelligent systems. My goal is to advance cutting-edge AI applications for national strategic priorities while promoting sustainable technological development.

Summery

Three years at HIT have forged my academic rigor and innovative spirit. Honors belong to the past; the journey continues. With unwavering commitment, I will keep scaling new heights in academia and national service, writing my youth’s most brilliant chapter.

More Info

Feel free to reach me via WeChat:Youny711 or Email:zhangjinshuai0711@163.com