works on
cryptocurrency 1financial trading 1large vision-language models 1multilingual safety 1multimodal alignment 1multimodal learning 1neuron-level alignment 1parameter-efficient fine-tuning 1robustness 1signal corroboration 1stock prediction 1

From the 2 of 20 linked papers with an AI index.

collaborators
Showing cs.CEShow all

1 paper · 1 filter

cs.CE2026

CoLAS: Multimodal Corroboration of Latent Asset Signals for Financial Trading

Yanzheng Jin, Pengyang Shao, Xiaohao Liu +3

CoLAS is a multimodal learning framework that extracts trading signals by identifying and reinforcing shared information across price data, news, and sentiment, improving robustnes…