Yang Bo — accepted AI-conference papers

2026

PhoStream: Benchmarking Real-World Streaming for Omnimodal Assistants in Mobile Scenarios

Xudong LU, Guan Huankang, Yang Bo, Jinpeng Chen, Xintong Guo, Shuhan LI +7

ICML 2026poster

Multimodal Large Language Models excel at offline audio-visual understanding, but their ability to serve as mobile assistants in continuous real-world streams remains underexplored. In daily phone use, mobile assistants must track streaming audio-visual inputs and respond at the right time, yet exis…

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2022

Noise Attention Learning: Enhancing Noise Robustness by Gradient Scaling

Yangdi Lu, Yang Bo, Wenbo He

NeurIPS 2022accept

Machine learning has been highly successful in data-driven applications but is often hampered when the data contains noise, especially label noise. When trained on noisy labels, deep neural networks tend to fit all noisy labels, resulting in poor generalization. To handle this problem, a common idea…

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