Cross-Modal Federated Human Activity Recognition via Modality-Agnostic and Modality-Specific Representation Learning. - Xiaoshan Yang; Baochen Xiong; Yi Huang; Changsheng Xu (AAAI, 2022)

A unified framework for multi-modal federated learning. - Baochen Xiong; Xiaoshan Yang; Fan Qi; Changsheng Xu (Neurocomputing, 2022)

Client-Adaptive Cross-Model Reconstruction Network for Modality-Incomplete Multimodal Federated Learning. - Baochen Xiong; Xiaoshan Yang; Yaguang Song; Yaowei Wang 001; Changsheng Xu (ACM Multimedia, 2023)

Towards a multimodal human activity dataset for healthcare. - Menghao Hu; Mingxuan Luo; Menghua Huang; Wenhua Meng; Baochen Xiong; Xiaoshan Yang; Jitao Sang (Multim. Syst., 2023)

Modality-Collaborative Test-Time Adaptation for Action Recognition. - Baochen Xiong; Xiaoshan Yang; Yaguang Song; Yaowei Wang 001; Changsheng Xu (CVPR, 2024)

Cross-Modal Federated Human Activity Recognition. - Xiaoshan Yang; Baochen Xiong; Yi Huang; Changsheng Xu (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Pilot: Building the Federated Multimodal Instruction Tuning Framework. - Baochen Xiong; Xiaoshan Yang; Yaguang Song; Yaowei Wang 001; Changsheng Xu (AAAI, 2025)