Publications

Journal Papers

  1. Jingchao Xie, Mingxin Yang, Yang Wu, Rui Hou, Wei Li, Mianxiong Dong, Kaoru Ota. “MSCFormer: a multiscale convolutional transformer for multivariate time series classification.” Applied Intelligence, vol. 56, no. 5, article 168, 2026.

Conference Papers

  1. Mingxin Yang, Yang Wu, Wei Li, Jingchao Xie, Rui Hou, and Yahong Li. “Improving Emotion Recognition in Collaborative Learning: A Self-Attention-Based Multimodal Fusion Model.” 2025 IEEE International Conference on Ubiquitous Intelligence and Computing (UIC), 2025 IEEE Smart World Congress (SWC), pp. 1122-1127, IEEE, 2025.
  2. Jingchao Xie, Mingxin Yang, Wei Li, and Rui Hou. “CNN-Based Multivariate Time Series Classification for Health Monitoring in Wireless Body Area Networks.” 2024 IEEE International Conference on High Performance Computing and Communications (HPCC), pp. 920-927, IEEE, 2024.