Search Results for author: Yunhua Pei

Found 2 papers, 1 papers with code

Cross-Modal Temporal Fusion for Financial Market Forecasting

no code implementations18 Apr 2025 Yunhua Pei, John Cartlidge, Anandadeep Mandal, Daniel Gold, Enrique Marcilio, Riccardo Mazzon

Accurate financial market forecasting requires diverse data sources, including historical price trends, macroeconomic indicators, and financial news, each contributing unique predictive signals.

Dynamic Graph Representation with Contrastive Learning for Financial Market Prediction: Integrating Temporal Evolution and Static Relations

1 code implementation5 Dec 2024 Yunhua Pei, Jin Zheng, John Cartlidge

To address this issue, we propose the Dynamic Graph Representation with Contrastive Learning (DGRCL) framework, which integrates dynamic and static graph relations to improve the accuracy of stock trend prediction.

Contrastive Learning Graph Learning +1

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