23 citations · 119 across the 32 of their papers we have counts for
Showing 2026Show all
2 papers · 1 filter
math.OC2026
Efficient Hessian-Free Methods for Multi-Objective Bilevel Optimization with Nonconvex Lower Level
Yicong Jiang, Feihu Huang
Multi-objective bilevel optimization has wide applications in the AI area such as automated learning and multi-task meta-learning. Although recently some works have been begun to s…
cs.LG2026
Federated Compositional Muon Optimizer for Matrix-Wise Models
Wang Yan, Feihu Huang
Muon, a more recently developed optimizer, is useful for matrix-wise models in AI areas. Although many works have studied Muon and its variants, these methods are still not particu…