Xiaodong Cui

Principal Research Staff Member, IBM T. J. Watson Research Center

1 paper at NeurIPS 2025

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Poster Session 5

1 paper

Friday, December 5, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Objective Soups: Multilingual Multi-Task Modeling for Speech Processing

#1903 · A F M Saif, Lisha Chen, Xiaodong Cui, Songtao Lu, Brian Kingsbury, Tianyi Chen

This paper proposes conflict-aware multi-objective training strategies for multilingual automatic speech recognition and speech translation by selectively aligning gradients from conflicting layers to enhance efficiency and performance.