> This article is consistent with my recent experience with academics being a frenzy to produce papers riding the AI/ML hype, yet producing bunch of practically useless papers.

Much of CS is like this; useless papers with incremental improvements at best. Without having read the paper, I'd guess plain ARIMA etc. do well enough in univariate forecasts.