Qionghao Huang

Qionghao Huang

He/His

He is currently an associate professor at Zhejiang Normal University, Jinhua, Zhejiang, China. His main research interests include deep learning methods, knowledge tracing, cloud computing, data mining and intelligent education application. He is a member of CAAI, CCF and IEEE Computer Society. He is the Editor Board Member and A.E. of Plos One (JCR, Q1), the Editor Board Member of Current Machine Learning, the Young Editor Board Member of the Journal of Jiangsu University, the Young Editor Board Member of the Journal of Guangdong University of Technology, the Young Editor Board Member of Automation & Information Engineering, the Editor Board Member of Forum for Education Studies.

Publications

You can also find my articles on my Google Scholar profile.

UCMIB-PNS: Balancing Sufficiency and Necessity with Probabilistic Causality and Cross-Modal Uncertainty in Multimodal Sentiment Analysis

Published in IEEE Transactions on Affective Computing, 2025

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Recommended citation: Jili Chen, Yihua Zhong, Qionghao Huang*, Changqin Huang, Fan Jiang, Xiaodi Huang, Xun Wang, "UCMIB-PNS: Balancing Sufficiency and Necessity with Probabilistic Causality and Cross-Modal Uncertainty in Multimodal Sentiment Analysis." IEEE Transactions on Affective Computing, 2025.

XKT: Towards eXplainable Knowledge Tracing Model with Cognitive Learning Theories for Questions of Multiple Knowledge Concepts

Published in IEEE Transaction on Knowledge and Data Engineering, 2024

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Recommended citation: Changqin Huang, Qionghao Huang, Xiaodi Huang*, Hua Wang, Ming Li, Kweijay Lin, Yi Chang, "XKT: Towards eXplainable Knowledge Tracing Model with Cognitive Learning Theories for Questions of Multiple Knowledge Concepts." IEEE Transaction on Knowledge and Data Engineering, 2024.

Emotion recognition from large-scale video clips with cross-attention and hybrid feature weighting neural networks

Published in International Journal of Environmental Research and Public Health, 2023

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Recommended citation: Siwei Zhou, Xuemei Wu, Fan Jiang, Qionghao Huang, Changqin Huang*, "Emotion recognition from large-scale video clips with cross-attention and hybrid feature weighting neural networks." International Journal of Environmental Research and Public Health, 2023.

Sentiment evolutions in blended learning contexts: Investigating dynamic interactions using simulation investigation for empirical social network analysis

Published in In the proceedings of Blended Learning. Education in a Smart Learning Environment: 13th International Conference, ICBL 2020, Bangkok, Thailand, August 24--27, 2020, Proceedings 13, 2020

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Recommended citation: Zhongmei Han, Changqin Huang, Qionghao Huang, Jianhui Yu, "Sentiment evolutions in blended learning contexts: Investigating dynamic interactions using simulation investigation for empirical social network analysis." In the proceedings of Blended Learning. Education in a Smart Learning Environment: 13th International Conference, ICBL 2020, Bangkok, Thailand, August 24--27, 2020, Proceedings 13, 2020.

A review on sentiment discovery and analysis of educational big-data

Published in Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2020

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Recommended citation: Zhongmei Han, Jiyi Wu, Changqin Huang, Qionghao Huang, Meihua Zhao, "A review on sentiment discovery and analysis of educational big-data." Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2020.