2 papers
cs.AI2026
Multi-Agent Systems: From Classical Paradigms to Large Foundation Model-Enabled Futures
Zixiang Wang, Mengjia Gong, Qiyu Sun +5
With the rapid advancement of artificial intelligence, multi-agent systems (MASs) are evolving from classical paradigms toward architectures built upon large foundation models (LFM…
math.OC2025
Exponential convergence of a distributed divide-and-conquer algorithm for constrained convex optimization on networks
Nazar Emirov, Guohui Song, Qiyu Sun
We propose a divide-and-conquer (DAC) algorithm for constrained convex optimization over networks, where the global objective is the sum of local objectives attached to individual…