1 code implementation • 5 Dec 2023 • Nir Chemaya, Lin William Cong, Emma Jorgensen, Dingyue Liu, Luyao Zhang
DeFi is transforming financial services by removing intermediaries and producing a wealth of open-source data.
1 code implementation • 16 Jun 2022 • Ziqiao Ao, Lin William Cong, Gergely Horvath, Luyao Zhang
Our research pioneers a blockchain network study that applies social network analysis to measure the level, dynamics, and impacts of decentralization in DeFi token transactions on the Ethereum blockchain.
no code implementations • 21 Sep 2021 • Lin William Cong, Ke Tang, Bing Wang, Jingyuan Wang
We build a deep-learning-based SEIR-AIM model integrating the classical Susceptible-Exposed-Infectious-Removed epidemiology model with forecast modules of infection, community mobility, and unemployment.
no code implementations • 21 Sep 2021 • Lin William Cong, Danxia Xie, Longtian Zhang
We build an endogenous growth model with consumer-generated data as a new key factor for knowledge accumulation.
no code implementations • 21 Sep 2021 • Lin William Cong, Wenshi Wei, Danxia Xie, Longtian Zhang
Specifically, consumers' failure to fully internalize knowledge spillover when bearing privacy costs, combined with firms' market power, underprice data and inefficiently limit their supply, leading to underemployment in the innovation sector and a suboptimal long-run growth.
no code implementations • 24 Aug 2021 • Lin William Cong, Xi Li, Ke Tang, Yang Yang
We introduce systematic tests exploiting robust statistical and behavioral patterns in trading to detect fake transactions on 29 cryptocurrency exchanges.
no code implementations • 24 Aug 2021 • Lin William Cong, Charles M. C. Lee, Yuanyu Qu, Tao Shen
This study reports on the current state-of-affairs in the funding of entrepreneurship and innovations in China and provides a broad survey of academic findings on the subject.
no code implementations • 20 Aug 2021 • Lin William Cong, Ke Tang, Jingyuan Wang, Yang Zhang
We predict asset returns and measure risk premia using a prominent technique from artificial intelligence -- deep sequence modeling.