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portfolio
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publications
Graph enhanced low-resource ECG representation learning for emotion recognition based on wearable internet of things
Published in IEEE Internet of Things Journal, 2024
This paper is about single-lead ECG-based emotion recognition.
Recommended citation: Chen, J., Hu, Y., Garg, L., Gadekallu, T. R., Srivastava, G., & Wang, W. (2024). Graph enhanced low-resource ECG representation learning for emotion recognition based on wearable internet of things. IEEE Internet of Things Journal.
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TGCA-PVT: Topic-Guided Context-Aware Pyramid Vision Transformer for Sticker Emotion Recognition
Published in Proceedings of the 32nd ACM International Conference on Multimedia, 2024
This paper is about sticker emotion recognition, which includes image and text data.
Recommended citation: Chen, J., Wang, W., Hu, Y., Chen, J., Liu, H., & Hu, X. (2024, October). TGCA-PVT: Topic-Guided Context-Aware Pyramid Vision Transformer for Sticker Emotion Recognition. In Proceedings of the 32nd ACM International Conference on Multimedia (pp. 9709-9718).
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MGHFT: Multi-Granularity Hierarchical Fusion Transformer for Cross-Modal Sticker Emotion Recognition
Published in Proceedings of the 33nd ACM International Conference on Multimedia, 2025
This paper is about Sticker Emotion Recognition inspired by the human ability to interpret sticker emotions from multiple views with MLLMs.
Recommended citation: Chen, J., Hu, Y., Lu, H., Wang, W., Yang, M., Li, C., & Hu, X. (2025). MGHFT: Multi-Granularity Hierarchical Fusion Transformer for Cross-Modal Sticker Emotion Recognition. arXiv preprint arXiv:2507.18929.
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DERI: Cross-Modal ECG Representation Learning with Deep ECG-Report Interaction
Published in IJCAI 2025, 2025
This paper is about ECG-Report Multi-modal Representation Learning.
Recommended citation: Chen, J., Dong, X., Wang, W., Zhou, S., Yu, L., & Hu, X. DERI: Cross-Modal ECG Representation Learning with Deep ECG-Report Interaction.
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talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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