Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
Pengbin Li | AI Agent Engineer
AI Agent engineer and applied AI researcher working across agent systems, RAG evaluation, cybersecurity, and deep learning.
李鹏斌｜AI Agent 开发工程师
专注智能体系统、RAG 评测、网络安全与深度学习应用的 AI Agent 开发工程师。
CV | Pengbin Li
Full English CV for Pengbin Li: AI Agent engineering, applied AI, cybersecurity, research, education, and selected projects.
简历｜李鹏斌
李鹏斌的中文完整简历：AI Agent 工程、应用型 AI、网络安全、研究经历、教育背景与代表项目。
Projects | Pengbin Li
Selected AI Agent, RAG, AI security, and deep-learning projects by Pengbin Li.
项目｜李鹏斌
李鹏斌在 AI Agent、RAG、AI 安全和深度学习方面的代表项目。
Posts
Build Large Language Model
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阅读图书Build Large Language Model
Attention mechanism
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PyTorch 注意力模型实现详解（以简单的机器翻译为例）
Transformer中的“注意力”最早来自于NLP里的注意力模型。通过动手实现一遍注意力模型，我们能够更深刻地理解注意力的原理，以便于学习Transformer等后续那些基于注意力的模型。在这篇文章中，我将分享如何用PyTorch的基本API实现注意力模型，完成一个简单的机器翻译项目——把各种格式的日期“翻译”成统一格式的日期。
Using Python to implement anti-killing
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用 Python 实现免杀
Probing the Network with Python
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用 Python 刺探网络
Wireless Network Attacks Using Python
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用 Python 进行无线网络攻击
Analyzing Network Traffic with Python
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用 Python 分析网络流量
Forensic Investigations with Python
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用 Python 进行取证调查
Penetration Testing with Python
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用 Python 进行渗透测试
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
projects
Cyber Security System
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Cybersecurity vulnerability asset testing website built using Goland
Satellite Image Semantic Segmentation
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ViT + LoRA fine-tuning for high-resolution satellite image semantic segmentation, targeting post-disaster road detection.
Iwate University Lost Items System
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Iwate University Lost Items System is …..
AI Debate — Multi-Agent Debate System
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Multi-agent debate simulation system with 9 independent AI agents following standard debate competition rules.
publications
Paper Title Number 2
Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2).
Download Paper | Download Slides
Paper Title Number 3
Published in Journal 1, 2015
This paper is about the number 3. The number 4 is left for future work.
Recommended citation: Your Name, You. (2015). "Paper Title Number 3." Journal 1. 1(3).
Download Paper | Download Slides
Cyber Security System
Published in , 2023
This paper is about the number 1. The number 2 is left for future work.
Paper Title Number 4
Published in GitHub Journal of Bugs, 2024
This paper is about fixing template issue #693.
Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
Download Paper
talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.