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Home/Authors/Yaoliang Yu

Yaoliang Yu

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

ML×1AI×1Optimization and Control×1

Frequent co-authors

Zeou Hu1×
Kelvin Ho1×

Research Timeline

2026
A Unified Framework for Gradient Aggregation in Multi-Objective Optimization

The paper introduces a unified theoretical framework for gradient aggregation in multi-objective optimization, establishing convergence rates and sufficient conditions for achieving Pareto stationarity.

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Papers

cs.LGcs.AImath.OCRecentMay 28, 2026

A Unified Framework for Gradient Aggregation in Multi-Objective Optimization

Zeou Hu, Kelvin Ho, Yaoliang Yu

The paper introduces a unified theoretical framework for gradient aggregation in multi-objective optimization, establishing convergence rates and sufficient conditions for achieving Pareto stationarit…

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