2 papers
cs.LG2025
Efficient Linear Attention for Multivariate Time Series Modeling via Entropy Calibration
Mingtao Zhang, Guoli Yang, Zhanxing Zhu +2
Attention mechanisms are effective for multivariate time series modeling because they adaptively aggregate information across timestamps and variables. Their quadratic cost, howeve…
cs.SI2025
Machine Learning for Evolutionary Graph Theory
Guoli Yang, Matteo Cavaliere, Mingtao Zhang +3
The stability of communities - whether biological, social, economic, technological or ecological depends on the balance between cooperation and cheating. While cooperation strength…