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Zilong Huang

2 papers indexed

arxivcs.MMcs.CLcs.HCeess.SP2026-07-19

EII-SCL: Harnessing Emotional Inertia for Multimodal Emotion Recognition in Conversation

Zilong Huang, Kong Aik Lee, Chong-Xin Gan, Zezhong Jin, Ruichen Zuo, Man-Wai Mak

Multimodal emotion recognition in conversation (MERC) achieves accurate predictions by integrating multimodal and contextual information in dialogues. While current MERC approaches focus on modeling complex contextual dependencies in conversation, they often overlook the impact o…

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arxivcs.MMcs.CLcs.LG2026-07-19

EmoEUS: Uncertainty Supervision for Multimodal Emotion Recognition in Conversation

Zilong Huang, Kong Aik Lee, Junjie Li, Zhe Li, Man-Wai Mak

Multimodal emotion recognition in conversation (MERC) can leverage multimodal and contextual cues to boost recognition performance. However, existing fusion approaches in MERC often ignore modality-specific uncertainty across utterances caused by conflicting cues, varying noise,…

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