Feeling Without Sharing: A Federated Video Emotion Recognition Framework Via Privacy-Agnostic Hybrid Aggregation. - Fan Qi; Zixin Zhang 004; Xianshan Yang; Huaiwen Zhang; Changsheng Xu (ACM Multimedia, 2022)

AffectFAL: Federated Active Affective Computing with Non-IID Data. - Zixin Zhang 004; Fan Qi; Shuai Li; Changsheng Xu (ACM Multimedia, 2023)

Enhancing Storage and Computational Efficiency in Federated Multimodal Learning for Large-Scale Models. - Zixin Zhang 004; Fan Qi; Changsheng Xu (ICML, 2024)

Cross-Modal Meta Consensus for Heterogeneous Federated Learning. - Shuai Li; Fan Qi; Zixin Zhang 004; Changsheng Xu (ACM Multimedia, 2024)