1 citations · 1 across the 2 of their papers we have counts for
3 papers
math.OC2026
Calibrated -Barycenters for Multiobjective -Divergence Optimization
Dier Tang, Peijie Li, Xiaoyuan Zhang
Matching one distribution to many targets can require repeated evaluations of every target. CAL--MODM aggregates a nonlinear predictor into one barycenter, calibrates its residu…
cs.LG2025★ 1 cited
Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond
Weiyu Chen, Baijiong Lin, Xiaoyuan Zhang +4
Many modern deep learning applications require balancing multiple objectives that are often conflicting. Examples include multi-task learning, fairness-aware learning, and the alig…
cs.LG2024
Adaptive Online Mirror Descent for Tchebycheff Scalarization in Multi-Objective Learning
Meitong Liu, Xiaoyuan Zhang, Chulin Xie +2
Multi-objective learning (MOL) aims to learn under multiple potentially conflicting objectives and strike a proper balance. While recent preference-guided MOL methods often rely on…