About Me

A master's candidate at the School of Software, Yunnan University, passionate about deep learning collaborative blockchain, focusing on utilizing deep learning methods to make blockchains work better. I am currently engaged in research that explores the use of reinforcement learning methods to optimize blockchain performance within an IoT framework.
My research interests encompass a wide range of topics including reinforcement learning, time series forecasting, blockchain technology, IoT, and federated learning.
For more information about my work, please refer to platforms such as [Researchgate] and [ORCID].

Download my Simple CV .

Interests
  • Reinforcement Learning
  • Blockchain
  • IoT
Education
  • MA.Sc/MPhil in Artificial Intelligence and Machine Learning, School of Software, 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

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

RLChain: A DRL Approach for Blockchain Performance Optimization Towards IIoT (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