88 citations · 348 across the 18 of their papers we have counts for
19 papers
FinML-Chain: A Blockchain-Integrated Dataset for Enhanced Financial Machine Learning
Jingfeng Chen, Wanlin Deng, Dangxing Chen +1
Machine learning is critical for innovation and efficiency in financial markets, offering predictive models and data-driven decision-making. However, challenges such as missing dat…
Bitcoin Gold, Litecoin Silver:An Introduction to Cryptocurrency's Valuation and Trading Strategy
Haoyang Yu, Yutong Sun, Yulin Liu +1
Historically, gold and silver have played distinct roles in traditional monetary systems. While gold has primarily been revered as a superior store of value, prompting individuals…
On the Mechanics of NFT Valuation: AI Ethics and Social Media
Luyao Zhang, Yutong Sun, Yutong Quan +2
As CryptoPunks pioneers the innovation of non-fungible tokens (NFTs) in AI and art, the valuation mechanics of NFTs has become a trending topic. Earlier research identifies the imp…
Understand Waiting Time in Transaction Fee Mechanism: An Interdisciplinary Perspective
Luyao Zhang, Fan Zhang
Blockchain enables peer-to-peer transactions in cyberspace without a trusted third party. The rapid growth of Ethereum and smart contract blockchains generally calls for well-desig…
Educational Game on Cryptocurrency Investment: Using Microeconomic Decision Making to Understand Macroeconomics Principles
Jiasheng Zhu, Luyao Zhang
Gamification is an effective strategy for motivating and engaging users, which is grounded in business, marketing, and management by designing games in nongame contexts. Gamifying…
On Blockchain We Cooperate: An Evolutionary Game Perspective
Luyao Zhang, Xinyu Tian
Cooperation is fundamental for human prosperity. Blockchain, as a trust machine, is a cooperative institution in cyberspace that supports cooperation through distributed trust with…
Monotonicity for AI ethics and society: An empirical study of the monotonic neural additive model in criminology, education, health care, and finance
Dangxing Chen, Luyao Zhang
Algorithm fairness in the application of artificial intelligence (AI) is essential for a better society. As the foundational axiom of social mechanisms, fairness consists of multip…
The Design Principle of Blockchain: An Initiative for the SoK of SoKs
Luyao Sunshine Zhang
Blockchain, also coined as decentralized AI, has the potential to empower AI to be more trustworthy by creating a decentralized trust of privacy, security, and audibility. However,…
AI Ethics on Blockchain: Topic Analysis on Twitter Data for Blockchain Security
Yihang Fu, Zesen Zhuang, Luyao Zhang
Blockchain has empowered computer systems to be more secure using a distributed network. However, the current blockchain design suffers from fairness issues in transaction ordering…
Blockchain Network Analysis: A Comparative Study of Decentralized Banks
Yufan Zhang, Zichao Chen, Yutong Sun +2
Decentralized finance (DeFi) is known for its unique mechanism design, which applies smart contracts to facilitate peer-to-peer transactions. The decentralized bank is a typical De…
A Data Science Pipeline for Algorithmic Trading: A Comparative Study of Applications for Finance and Cryptoeconomics
Luyao Zhang, Tianyu Wu, Saad Lahrichi +2
Recent advances in Artificial Intelligence (AI) have made algorithmic trading play a central role in finance. However, current research and applications are disconnected informatio…
What are People Talking about in #BlackLivesMatter and #StopAsianHate? Exploring and Categorizing Twitter Topics Emerging in Online Social Movements through the Latent Dirichlet Allocation Model
Xin Tong, Yixuan Li, Jiayi Li +2
Minority groups have been using social media to organize social movements that create profound social impacts. Black Lives Matter (BLM) and Stop Asian Hate (SAH) are two successful…
SoK: Blockchain Decentralization
Luyao Zhang, Xinshi Ma, Yulin Liu
Blockchain introduces decentralized trust in peer-to-peer networks, advancing security and democratizing systems. Yet, a unified definition for decentralization remains elusive. Ou…
The Right Tool for the Job: Matching Active Learning Techniques to Learning Objectives
Sarah A. Jacobson, Luyao Zhang, Jiasheng Zhu
Active learning comprises many varied techniques that engage students actively in the construction of their understanding. Because of this variation, different active learning tech…
Bridging Level-K to Nash Equilibrium
Dan Levin, Luyao Zhang
We introduce NLK, a model that connects the Nash equilibrium (NE) and Level-K. It allows a player in a game to believe that her opponent may be either less or as sophisticated as,…
Cryptocurrency Valuation: An Explainable AI Approach
Yulin Liu, Luyao Zhang
Currently, there are no convincing proxies for the fundamentals of cryptocurrency assets. We propose a new market-to-fundamental ratio, the price-to-utility (PU) ratio, utilizing u…
Empirical Analysis of EIP-1559: Transaction Fees, Waiting Time, and Consensus Security
Yulin Liu, Yuxuan Lu, Kartik Nayak +3
A transaction fee mechanism (TFM) is an essential component of a blockchain protocol. However, a systematic evaluation of the real-world impact of TFMs is still absent. Using rich…
Optimal Algorithmic Monetary Policy
Luyao Zhang, Yulin Liu
Centralized monetary policy, leading to persistent inflation, is often inconsistent, untrustworthy, and unpredictable. Algorithmic stablecoins enabled by blockchain technology are…
Deciphering Bitcoin Blockchain Data by Cohort Analysis
Yulin Liu, Luyao Zhang, Yinhong Zhao
Bitcoin is a peer-to-peer electronic payment system that has rapidly grown in popularity in recent years. Usually, the complete history of Bitcoin blockchain data must be queried t…