Unifying Multitask Optimization and Sequential Transfer: Solving Few-Shot Multiobjective Multitask Optimization via Iterative Sequential Transfer
Multitask optimization and sequential transfer are two tributaries of transfer optimization. We position that sequential transfer conducted in an iterative way can be used to solve multitask optimization. And a curated task prioritization approach can be used to elevate both multitask optimizer and sequential optimizer in multitask optimization problems.
Jun 22, 2026
Parametric Multi-Task Optimization: From Finite Tasks to Infinite Tasks
How we generalize multi-task optimization to infinitely many-task optimization by learning and utilizing evolving task models.
Jun 6, 2026