Shuang Wu

Dynamic Multimodal Information Bottleneck for Multimodality Classification

2024

Effectively leveraging multimodal data such as various images, laboratory tests and clinical information is becoming increasingly attractive in a variety of AI-based medical diagnosis and prognosis tasks. Most existing multi-modal techniques only focus on enhancing …

Statistical learning of stochastic complex systems via the Yau-Yau nonlinear filter

2026 · The Innovation

Complex systems are characterized by nonlinearity, uncertainty, and noise interference, making it challenging to unravel their internal operation mechanisms. Here, we overcome this issue by implementing the Yau-Yau nonlinear filter theory to reconstruct stochastic networks …

MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity Recognition

2021

Shuang Wu, Xiaoning Song, Zhenhua Feng. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). 2021.