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bighardperson/README.md

Haoze Yu profile banner

Email GitHub HITsz Research

👋 About Me

I am Haoze Yu (于浩泽), an undergraduate student majoring in Computer Science & Technology at Harbin Institute of Technology, Shenzhen (HITsz), expected to graduate in June 2027.

My current research focuses on world models and AIGC. I am interested in understanding how generative systems model, simulate, and create complex worlds, and in developing reliable multimodal methods for generation, reasoning, evaluation, and trustworthy deployment.

  • 🎓 B.Eng. in Computer Science & Technology, HITsz, 2023–2027 (expected)
  • 📈 GPA: 3.94 / 4.0
  • 🔬 Research interests: World Models · AIGC · Multimodal AI

🔬 Current Research

World Models & Multimodal Generation

I study models that learn representations of environments, dynamics, and interactions, with an interest in simulation, prediction, planning, and multimodal reasoning.

AIGC

I explore generative models for controllable content creation, evaluation, and reliable deployment across image, video, audio, and language modalities.

Multimodal AI Reliability

I am interested in robustness, interpretability, and trustworthy evaluation for multimodal generative systems.

🧪 Selected Research Experience

AIGC Audio-Visual Multimodal Forgery Detection

Project Lead · Harbin Institute of Technology, Shenzhen · Oct 2025 – Mar 2026

  • Designed a multi-stage framework for multimodal forgery analysis using visual appearance, motion cues, style evolution, and audio-visual consistency.
  • Focused on real/fake prediction, forged-region localization, and interpretable cause analysis.

Multi-Stage Malicious Traffic Interception & Analysis

Project Lead · Harbin Institute of Technology, Shenzhen · Dec 2024 – Jul 2025

  • Designed a hierarchical framework for encrypted and malicious traffic analysis.
  • Combined screening, attack-family classification, attribution, routing, and calibrated fusion.

🏆 Honors & Awards

  • Three National-level Scholarships
  • First-class Academic Scholarship, Harbin Institute of Technology (2025)
  • Top 10 Youth Volunteers, HIT (2025)
  • National Second Prize, National AI Competition for College Students
  • Provincial First Prize, China Undergraduate Mathematical Contest in Modeling

🛠️ Skills

  • Programming: Python · C++ · C · Java
  • Machine Learning: PyTorch · Transformer architectures · Model training · Evaluation & analysis
  • LLM / Multimodal: Fine-tuning · Inference · Deployment · RAG pipelines · Multimodal models
  • Systems: Linux · Git · Experiment reproduction · Scripting · RISC-V CPU design

💻 Selected Engineering Projects

Project Description
multimodal-document-reasoner Multimodal document understanding and reasoning experiments.
aircraft-war-android Native Android aircraft battle game with Java, SQLite, networking, audio, and LAN multiplayer.
-CPU- CPU design project with single-cycle / pipelined implementations and RISC-V-style architecture experiments.
computer-science-skills-collection Collection of computer science learning materials and engineering practice.

Researching world models, AIGC, and reliable multimodal AI systems.

Popular repositories Loading

  1. computer-science-skills-collection computer-science-skills-collection Public

    计算机专业 Skills 大合集:610 个 Claude Code / OpenClaw 风格 skills,覆盖编程、前后端、云平台、AI Agent、科研、自动化与安全审计。

    Python 57 10

  2. -CPU- -CPU- Public

    Verilog miniRV/RISC-V style CPU course project featuring single-cycle and five-stage pipeline designs with hazard handling.

    Verilog 24

  3. aircraft-war-android aircraft-war-android Public

    Native Android aircraft battle game with multi-difficulty combat, SQLite leaderboard, audio, diagnostics, online center, and LAN multiplayer demo.

    Java

  4. bighardperson bighardperson Public

    Polished GitHub profile README for a HITsz Computer Science undergraduate focused on systems, Android, algorithms, and AI applications.

  5. multimodal-document-reasoner multimodal-document-reasoner Public

    Evidence-grounded multimodal reasoning for multi-page PDF review

    Python