Ghent University Academic Bibliography

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- PhD Thesis
When modalities disagree : a perspective-aware framework for multimodal emotion recognition

Quanqi Du (UGent)

(2026)
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- Journal Article
- A1
- open access
Interpreting stress detection models using SHAP and attention for MuSe-stress 2022

Homin Park, Gang Hyun Kim, Jin Sung Oh, Arnout Van Messem (UGent) and Wesley De Neve (UGent)

(2025) IEEE TRANSACTIONS ON AFFECTIVE COMPUTING. 16(2). p.1031-1043
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LDW : Label Divergence Weighting for multimodal sentiment analysis

Quanqi Du (UGent) , Loic De Langhe (UGent) , Els Lefever (UGent) and Veronique Hoste (UGent)

(2025) Proceedings of the 33rd ACM International Conference on Multimedia (MM 2025). p.12342-12351
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- Journal Article
- A1
- open access
Multimodal pedestrian detection based on cross-modality reference search

Wei-Yu Lee (UGent) , Ljubomir Jovanov (UGent) and Wilfried Philips (UGent)

(2024) IEEE SENSORS JOURNAL. 24(10). p.17291-17306
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- Conference Paper
- C1
- open access
MuSe-personalization 2023 : feature engineering, hyperparameter optimization and transformer-encoder re-discovery

Homin Park, Gang Hyun Kim, Arnout Van Messem (UGent) and Wesley De Neve (UGent)

(2023) Proceedings of the 4th on Multimodal Sentiment Analysis Challenge and Workshop (MuSe '23): Mimicked Emotions, Humour and Personalisation. p.89-97
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Exploring multimodal features and fusion for time-continuous prediction of emotional valence and arousal

Ajit Kumar, Bong Jun Choi, Sandeep Kumar Pandey, Sanghyeon Park, SeongIk Choi, Hanumant Singh Shekhawat, Wesley De Neve (UGent) , Mukesh Saini, S. R. M. Prasanna and Dhananjay Singh

(2022) INTELLIGENT HUMAN COMPUTER INTERACTION, IHCI 2021. In Lecture Notes in Computer Science 13184. p.729-744

Academic Bibliography

When modalities disagree : a perspective-aware framework for multimodal emotion recognition

Interpreting stress detection models using SHAP and attention for MuSe-stress 2022

LDW : Label Divergence Weighting for multimodal sentiment analysis

Multimodal pedestrian detection based on cross-modality reference search

MuSe-personalization 2023 : feature engineering, hyperparameter optimization and transformer-encoder re-discovery

Exploring multimodal features and fusion for time-continuous prediction of emotional valence and arousal

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