Before revision:  In the paper at hand, this issue is addressed by modeling the underlying co-volatility dynamics of a time series vector through a lower dimensional collection of latent time-varying stochastic factors.
After revision:  In the paper at hand, this issue is addressed by modeling the underlying co-volatility dynamics of a time series vector through latent time-varying stochastic factors.