2 papers
cs.LG2025
Efficient Linear Attention for Multivariate Time Series Modeling via Entropy Equality
Mingtao Zhang, Guoli Yang, Zhanxing Zhu +2
Attention mechanisms have been extensively employed in various applications, including time series modeling, owing to their capacity to capture intricate dependencies; however, the…
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…