2 papers
cs.CV2026
Image Inpainting via Stochastic Dynamics
Jiaqi Kuang, Zihao Guo, Zhongmin Qian
Image inpainting aims to recover missing regions while preserving structural consistency. We propose a non-parametric method without network training based on data-guided stochasti…
econ.GN2025
Signature Decomposition Method Applying to Pair Trading
Zihao Guo, Hanqing Jin, Jiaqi Kuang +2
High-frequency quantitative trading strategies have long been of significant interest in futures market. While advanced statistical arbitrage and deep learning enhance high-frequen…