Publications

2026

1. **Generalizable Sensor-Based Human Activity Recognition via Seasonal Style Projection and Trend Feature Disentanglement** Jianguo Pan, **Jiawen Gu**, Shunye Wang, Yewei Zhou, Peichi Zhou, Yuan Yang* IEEE International Conference on Multimedia and Expo (ICME 2026)

Domain Generalization HAR

Under Review

1. **Generalizable Sensor-Based Activity Recognition via Meta-Feature Alignment** Jianguo Pan, **Jiawen Gu**, Lingdun Zhang, Shunye Wang, Peichi Zhou, Yuan Yang* IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI)

Meta-Learning Domain Generalization

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Research Areas

Human Activity Recognition Domain Generalization Meta-Learning Multimodal Learning LLM Agents