Shuning Sun

About Me

Nice to meet you!
I am a M.S. student at Hangzhou Institute for Advanced Study, University of Chinese Academy of Sciences.

Research Interests

• Blockchain: Web 3.0, Consensus Algorithms, Data Element Market Construction, Privacy Protection, Homomorphic Encryption
• Computer Vision: Video Restoration, Flow Matching, Prompt Guidance
• Theoretical Exploration: Game Theory Algorithms, Auction Theory, Multi-Agent Systems

Education

• 2023.09 - Present M.S. in Computer Technology
  Hangzhou Institute for Advanced Study, UCAS
  Courses: Blockchain Technologies, Parallel Computing, Algorithm Design, Computer Networks

• 2019.09 - 2023.06 B.E. in Mathematics and Applied Mathematics
  Shenyang University of Technology
  Courses: Mathematical Analysis, Algebra, Optimization, Complex Variables, Topology

Publications

✍️ Submitted

UniFlowRestore: A General Video Restoration Framework via Flow Matching and Prompt Guidance
Shuning Sun, Yu Zhang, Chen Wu, et al.
Submitted to CCF-A Conference 2025
arXiv:2504.09069

✅ Accepted

DataR2E: Research and Prospects on the Value Release of Data Elements in Web 3.0
Shuning Sun, Xi Ran, et al.
Accepted at IEEE Global Blockchain Conference 2024

📚 Published

Method for Verifying Blockchain Transaction Amounts Based on Digital Signatures
Xiangjuan Jia, Shuning Sun, et al. (Second Author)
Presented at ICCES 2023

A Short-Term Wind Power Prediction Forecasting using Variational Modes Decomposition Based on Long-Short Term Memory
Shuning Sun, Wei Zheng, Jingyao Zhang
Presented at ICITBE 2021

Competitions

🏠 Featured Project: RentChain Web3 Housing Rental DApp

RentChain is a trustworthy rental platform based on blockchain and privacy-preserving computation. It aims to transform the traditional rental experience through decentralization, smart contracts, and on-chain data integrity.

Key Features:

• Transparent smart contract enforcement
• Zero-knowledge proof for private tenant data
• Streamlined rental lifecycle from posting to settlement

♟️ Featured Project: Einstein Chess AI

🔗 Einstein Chess AI GitHub Repository

A C-language chess engine featuring Expectimax, Monte Carlo Tree Search, and Q-learning, integrated into a human-AI interface. This AI achieved a national prize in algorithmic game competitions.

🏆 Honors

• [Apr. 2024] Web3.0 Innovation Competition — RentChain, Third Prize in Hong Kong Region
• [Aug. 2021] China Computer Games Competition — Connect Six AI, National Second Prize
• [Sep. 2021] Mathematical Contest in Modeling — Second Prize, Liaoning Province

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