Author

Jinghui Yuan

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#machine learning Preprint Sep 2026

HyperTransfer: Understanding the Equivalence between Base Optimizer and Hyperball

HyperTransfer is proposed, which constructs a Hyperball optimizer that reproduces the dynamics of a target Base Optimizer using only its initialization and learning-rate schedule, without running the target optimizer itself, to extend the framework to non-scale-invariant networks.

Jinghui Yuan, Hong-Tao Zhang, Jade Zou et al. · 0 citations

#machine learning Preprint Jan 2025

Double-Bounded Nonlinear Optimal Transport for Size Constrained Min Cut Clusterin

This work relaxes the min cut problem into a double-bounded constraint and, for the first time, treats the min cut problem as a double-bounded nonlinear optimal transport problem and develops a method for solving double bounded nonlinear optimal transport based on the Frank-Wolfe method.

Fangyuan Xie, Jinghui Yuan, Feiping Nie et al. · 3 citations