Yixiang Zhang, Huazhong University of Science and Technology, China
Zhang Yixiang 🎓 is a passionate researcher in cybersecurity, backend systems, and large language models (LLMs). A CPC member 🇨🇳 and top-ranking postgraduate student at Huazhong University of Science and Technology 🏫, he combines academic excellence with strong practical experience. He has led innovative R&D efforts in open-source algorithm evaluation, security assessments, and intelligent penetration testing 🤖. Zhang is skilled in Python, C++, LangChain, and vLLM, and has earned top national honors 🏆 for his contributions. With a curious mindset, strong adaptability, and a solid foundation in machine learning and security, he aims to solve complex challenges in cyberspace security 🔐.
Professional profile :
Orcid
Suitability for Best Researcher Award :
Zhang Yixiang exemplifies the qualities of a top-tier early-career researcher in the fields of cybersecurity,backend systems, and large language models (LLMs). As a top-ranking postgraduate student at Huazhong University of Science and Technology and a member of the Communist Party of China (CPC), he has demonstrated both academic excellence and a commitment to national scientific advancement. His profile reflects a strong blend of theoretical knowledge, technical innovation, and real-world impact, which are key attributes sought in a Best Researcher Award recipient.
Education & Experience :
🎓 Education:
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🏫 Huazhong University of Science and Technology (2023–2026)
Master’s in Cyberspace Security | Top 25% | Advisor: Prof. Fu Cai
🏅 First-Class Scholarship | 🏆 “Challenge Cup” National Winner
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🏫 Zhengzhou University (2019–2023)
Bachelor’s in Information Security | Top 5%
🏅 National Endeavor Scholarship | 🏅 First-Class Scholarship
👨🎓 Outstanding Student & Youth League Cadre
💼 Experience:
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🧠 Open Source Algorithm Evaluation Engineer, Wuhan Jinyinhu Lab (2024–2025)
🛠️ Platform Design | 📊 Document Optimization | 🧭 Strategic Planning
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💻 Backend Engineer, Institute of Software, Chinese Academy of Sciences (2024–2025)
📐 Security Evaluation | 📄 Readability Modeling | 🧪 Standard Development
Professional Development :
Zhang Yixiang continues to evolve professionally through hands-on R&D projects in cybersecurity, backend infrastructure, and open-source intelligence 🧠. He has contributed to national-level platforms and collaborated with leading institutions like the Chinese Academy of Sciences 🏢. Proficient in LLM development frameworks like LangChain and vLLM, he actively refines models for risk detection, software component analysis, and AI-driven security auditing 🔍. His commitment to practical innovation is matched by academic rigor, with one patent filed and a top-tier journal paper under review 📄. Zhang thrives in fast-paced environments, always seeking to bridge cutting-edge tech with real-world security applications 🌐.
Research Focus :
Zhang Yixiang’s research centers around cyberspace security, LLM applications, and AI-driven algorithm optimization 🔐🤖. His projects include developing penetration testing frameworks, secure open-source evaluation platforms, and advanced detection algorithms for binary code analysis 🧬. He combines multi-agent systems and retrieval-augmented generation (RAG) architectures to improve automation and decision-making in security systems 🤝. His approach integrates deep learning methods, such as LSTM and PSO-optimized random forests, with practical applications like DDoS detection and open-source risk analysis 📊. Zhang’s interdisciplinary research bridges backend engineering, AI model fine-tuning, and cybersecurity intelligence to tackle complex, real-world digital threats 🚨.
Awards & Honors :
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🥇 First Prize, National “Challenge Cup” Innovation Competition (2024)
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🥇 First Prize, Challenge Cup – Special Project Division (2024)
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🥇 First Prize, 15th Provincial Computer Design Competition (2022)
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🥈 Second Prize, ICM/MCM U.S. Mathematical Modeling Competition (2021)
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🥉 Third Prize, APMCM Asia-Pacific Modeling Contest (2020)
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🏅 First-Class Academic Scholarship (2023, 2022)
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🏅 National Endeavor Scholarship (Zhengzhou University)
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🏅 Excellent Student Leader & Youth League Cadre
Publication Top Notes :
Title: BinCoFer: Three-stage purification for effective C/C++ binary third-party library detection
Journal of Systems and Software, May 2025
DOI: 10.1016/j.jss.2025.112480
ISSN: 0164-1212
Citation (APA Style):
Zou, Y., Z., Y., Zhao, G., Wu, Y., Shen, S., & Fu, C. (2025). BinCoFer: Three-stage purification for effective C/C++ binary third-party library detection. Journal of Systems and Software, 112480. https://doi.org/10.1016/j.jss.2025.112480
Conclusion :
Zhang Yixiang stands out as a forward-looking, innovative researcher whose work aligns closely with the mission of the Best Researcher Award—to recognize exceptional contributions that advance scientific understanding and practical impact. His achievements in cybersecurity and LLM integration, combined with national recognition and hands-on leadership in cutting-edge projects, make him a compelling nominee. His trajectory suggests continued excellence and influential contributions to the field, justifying his selection for this prestigious honor.