MAUGen: A Unified Diffusion Approach for Multi-Identity Facial Expression and AU Label Generation. - Xiangdong Li; Ye Lou; Ao Gao; Wei Zhang 243; Siyang Song (AAAI, 2026)

Beyond Isolated Utterances: Cue-Guided Interaction for Context-Dependent Conversational Multimodal Understanding. - Zhaoyan Pan; Hengyang Zhou; Xiangdong Li; Yuning Wang; Ye Lou; Jiatong Pan; Ji Zhou; Wei Zhang (CoRR, 2026)