2 papers
cs.LG2026
GAPNet: Plug-in Jointly Learning Task-Specific Graph for Dynamic Stock Relation
Yingjie Niu, Lanxin Lu, Changhong Jin +1
The advent of the web has led to a paradigm shift in the financial relations, with the real-time dissemination of news, social discourse, and financial filings contributing signifi…
q-fin.ST2024
Evaluating Financial Relational Graphs: Interpretation Before Prediction
Yingjie Niu, Lanxin Lu, Rian Dolphin +2
Accurate and robust stock trend forecasting has been a crucial and challenging task, as stock price changes are influenced by multiple factors. Graph neural network-based methods h…