Magic Min An

MA.Sc in Computer Science

Yunnan University (YNU)


About Me

I am a research Master's student (MA.Sc) in Artificial Intelligence and Machine Learning at the School of Software and AI, Yunnan University, with a solid research background in the integration of deep learning and blockchain technology. My previous work has focused on applying deep learning techniques, with a specific emphasis on reinforcement learning , to optimize the performance of blockchain systems within IoT frameworks.
My research interests span a broad range of topics, including blockchain technology, reinforcement learning, time series forecasting, federated learning, and large language models (LLMs). I am increasingly interested in exploring how these technologies can be integrated into more general intelligent systems, particularly within the context of cyber-physical systems (CPS) and decentralized AI applications.
While my current research has primarily focused on blockchain, I aim to extend my future work beyond this domain, with a broader focus on enabling intelligent, secure, and efficient interactions between physical and computational components in complex systems. This will be achieved through the application of tools from machine learning, large language models (LLMs), and distributed computing.
For more information about my academic work, please refer to platforms such as [Researchgate] and [ORCID].

Download my Simple CV .

Interests
  • Reinforcement Learning
  • Blockchain
  • Internet of Things (IoT)
  • Large Language Models (LLMs)
  • Federated Learning
  • Time Series Forecasting
  • Affective Computing
  • Physiological Computing
Education
  • MA.Sc/MPhil in Artificial Intelligence and Machine Learning, School of Software and AI, 2022-2025

    Yunnan University (YNU)

  • B.E in Computer Science and Technology, School of Mathematics and Computer Science, 2018-2022

    Northwest Minzu University(XBMU)

Selected Publications

RLChain: A DRL Approach for Blockchain Performance Optimization Towards IIoT
IEEE Transactions on Network and Service Management (TNSM)
Blockchain Technology Research and Application: A Literature Review and Future Trends
Journal of Data Science and Intelligent Systems
IDAD: An improved tensor train based distributed DDoS attack detection framework and its application in complex networks
Future Generation Computer Systems
BDIP: An Efficient Big Data-Driven Information Processing Framework and Its Application in DDoS Attack Detection
IEEE Transactions on Network and Service Management(TNSM)

Under Review

BCP-Agent: Enhancing Blockchain Performance through Large Language Models (MR)
IEEE Transactions on Network and Service Management(TNSM)

Patents

一种性能优化的双链分布式电力交易系统及方法 (已授权)
China, ZL2023116558125, 2023-12-05
面向国民经济和社会发展调查领域的不确定性知识图谱建模方法 (已授权)
China, ZL2022114924688, 2022-11-25
基于图对比学习的非法账户识别方法 (已授权)
China, ZL202310129147.X, 2023-02-17

Fundings

Reinforcement Learning Research for Blockchain Performance Optimization in Industrial IoT (Award)
Yunnan University (Kunming, CN), TM-23236809, 2023-11 to 2025-03
Research on Edge and Crowd Intelligence Collaborative Computing for Smart Agricultural Equipment (Contract)
People's Government of Yunnan Province (Kunming, CN), 202302AE09002003, 2023-01 to 2025-12
Data Governance in Complex Environments for Power Monitoring Systems Empowered by Blockchain and Cloud-Edge Collaboration (Award)
Yunnan University (Kunming, CN), KC-2222958, 2022-09 to 2024-12
B2B Model-Based Agricultural Cooperative Production and Marketing System (Contract)
National College Students Innovation and Entrepreneurship Training Program (Lanzhou, CN), 202010742059, 2020-01 to 2021-06
Research on Edge Cloud Platform Based on Deep Heterogeneous Nodes (Contract)
Fundamental Research Funds for Central Universities of the Central University (Lanzhou, CN), 31920190092, 2019-01 to 2021-06

Experience

 
 
 
 
 
Administrative services job
August 2022 – September 2022 Bai ying

Responsibilities include:

  • Office business
  • Document processing
  • Handling rural finance business (Rural Finance Department)
 
 
 
 
 
Fintech(Financial technology) job
July 2021 – September 2021 Bai ying

Responsibilities include:

  • Data processing
  • Promote products
  • Expanding merchant
 
 
 
 
 
Software Engineer
September 2020 – October 2020 Lan zhou
SSM e-commerce system back-end development