Author
Shiyu Lin
GARCH Institute
ORCID 0009-0000-2471-3644 ↗
Research in this collection
0005
Fuli Yang, Yu Liu, Shiyu Lin
Artificial intelligence links seven infrastructure layers into a persistent, uneven equity-risk system. Using 33 firms, a fixed 28-stock comparison and strictly lagged factor adjustment through August 2026, return connectedn…
0059
Fuli Yang, Jing Huang, Shiyu Lin
AI infrastructure investment creates a capital cycle in which demand commitments, construction funding, physical delivery and cash recovery mature on different schedules. We measure this cycle across compute, networking, dat…
0020
Fuli Yang, Shiyu Lin
The paper examines why climate-related information does not consistently become a traceable signal in corporate bond prices, contracts, and secondary-market resilience. It defines transmission adequacy as the ability to conn…
0025
Fuli Yang, Shiyu Lin
Yield-curve risk is often assembled in two steps: estimate separate volatilities for Nelson–Siegel factors, then map those volatilities back to individual maturities. The convenient diagonal map silently treats level, slope,…
0012
Fuli Yang, Tingting Qiu, Shiyu Lin
Global financial stress can synchronize market movements while generating distinct loss distributions. We establish this separation using rolling empirical distributions for the S&P 500, FTSE 100, Nikkei 225 and Hang Seng fr…
0036
Fuli Yang, Shiyu Lin, Jing Huang
The past two decades have witnessed a structural transformation in financial market microstructure: human traders have been displaced by algorithmic agents operating at microsecond timescales. This paper provides a systemati…
0053
Fuli Yang, Shiyu Lin
The period from January 2023 to July 2026 witnessed an unprecedented surge in investor enthusiasm surrounding generative artificial intelligence (AI), propelling technology-sector equities—most notably NVIDIA Corporation (NV…
0052
Fuli Yang, Shiyu Lin
Artificial intelligence depends on a production chain connecting semiconductors, data centres, electrical equipment, generation, nuclear supply, cooling and gas infrastructure. This paper shows how that physical chain become…