Generalizable Low-Resource Activity Recognition with Diverse and Discriminative Representation Learning. - Xin Qin; Jindong Wang 001; Shuo Ma 001; Wang Lu; Yongchun Zhu; Xing Xie 001; Yiqiang Chen 001 (KDD, 2023)

SleepMG: Multimodal Generalizable Sleep Staging with Inter-modal Balance of Classification and Domain Discrimination. - Shuo Ma 001; Yingwei Zhang 002; Qiqi Zhang; Yiqiang Chen 001; Haoran Wang 012; Ziyu Jia (ACM Multimedia, 2024)

Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification. - Shuo Ma 001; Yingwei Zhang 002; Yiqiang Chen 001; Tao Xie; Shuchao Song; Ziyu Jia (ACM Trans. Intell. Syst. Technol., 2024)

SleepSMC: Ubiquitous Sleep Staging via Supervised Multimodal Coordination. - Shuo Ma 001; Yingwei Zhang 002; Yiqiang Chen 001; Hualei Wang; Yuan Jin; Wei Zhang 082; Ziyu Jia (ICLR, 2025)

CCAM: Cross-Channel Association Mining for Ubiquitous Sleep Staging. - Shuo Ma 001; Yingwei Zhang 002; Yunqi Liu; Yiqiang Chen 001; Weiwen Yang; Jianrong Yang; Mingming Zhao; Ziyu Jia (IEEE Internet Things J., 2025)