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Dawei Huang

3 papers hereh-index 5168 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.MM2
  • cs.SD1
same name
  • Dawei Huang — 2 papers, h 5
  • Dawei Huang — 1 paper, h 2
  • Dawei Huang — 1 paper, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedSZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for Multimodal Emotion Recognition

8 citations · 8 across the 2 of their papers we have counts for

collaborators

3 papers

cs.SD2026

When Tone and Words Disagree: Towards Robust Speech Emotion Recognition under Acoustic-Semantic Conflict

Dawei Huang, Yongjie Lv, Ruijie Xiong +2

Speech Emotion Recognition (SER) systems often assume congruence between vocal emotion and lexical semantics. However, in real-world interactions, acoustic-semantic conflict is com…

cs.MM2025

Emotion-Qwen: A Unified Framework for Emotion and Vision Understanding

Dawei Huang, Qing Li, Chuan Yan +9

Accurate emotion understanding in videos necessitates effectively recognizing and interpreting emotional states by integrating visual, textual, auditory, and contextual cues. Altho…

cs.MM2024★ 8 cited

SZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for Multimodal Emotion Recognition

Zebang Cheng, Shuyuan Tu, Dawei Huang +4

This paper presents our winning approach for the MER-NOISE and MER-OV tracks of the MER2024 Challenge on multimodal emotion recognition. Our system leverages the advanced emotional…

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