Think Beyond Words: Exploring Context-Relevant Visual Commonsense for Diverse Dialogue Generation. - Yiting Liu 007; Liang Li 003; Beichen Zhang; Qingming Huang (EMNLP (Findings), 2022)

MaTCR: Modality-Aligned Thought Chain Reasoning for Multimodal Task-Oriented Dialogue Generation. - Yiting Liu 007; Liang Li 003; Beichen Zhang; Shan Huang; Zheng-Jun Zha; Qingming Huang (ACM Multimedia, 2023)

Dynamic Strategy Prompt Reasoning for Emotional Support Conversation. - Yiting Liu 007; Liang Li 003; Yunbin Tu; Beichen Zhang; Zheng-Jun Zha; Qingming Huang (IEEE Trans. Multim., 2025)