2 papers
cs.LG2025
From Bias to Behavior: Learning Bull-Bear Market Dynamics with Contrastive Modeling
Xiaotong Luo, Shengda Zhuo, Min Chen +5
Financial markets exhibit highly dynamic and complex behaviors shaped by both historical price trajectories and exogenous narratives, such as news, policy interpretations, and soci…
cs.LG2025
EdgeGFL: Rethinking Edge Information in Graph Feature Preference Learning
Shengda Zhuo, Jiwang Fang, Hongguang Lin +4
Graph Neural Networks (GNNs) have significant advantages in handling non-Euclidean data and have been widely applied across various areas, thus receiving increasing attention in re…