2 papers
math.OC2026
The Strength of Root Cuts in an Extended Abstract Branch-and-Cut Model
Boyang Han, Aleksandr M. Kazachkov
The branch-and-cut paradigm has led to effective solvers for a wide range of mathematical optimization problems. Despite significant theoretical work on pure branching and pure cut…
cs.AI2026
ManimAgent: Self-Evolving Multimodal Agents for Visual Education
Wenjia Jiang, Zongyuan Cai, Yuanhang Shao +7
Multi-round reflection lets agents built on large language models recover from failures within a single task, but each task remains an isolated episode: lessons learned across many…