Publications | Zhuangzhuang Pan

2027

From pair extraction to verifiable grounded explanations: A survey of multimodal emotion causality in conversations

Yan Xia, Amirrudin Kamsin, Zhuangzhuang Pan, and 3 more authors

Computer Science Review, 2027

@article{XIA2027101055,
  title = {From pair extraction to verifiable grounded explanations: A survey of multimodal emotion causality in conversations},
  author = {Xia, Yan and Kamsin, Amirrudin and Pan, Zhuangzhuang and Chan, Chee Seng and Zhang, Shunxiang and Zhu, Aoqiang},
  journal = {Computer Science Review},
  volume = {63},
  pages = {101055},
  year = {2027},
  issn = {1574-0137},
  doi = {10.1016/j.cosrev.2026.101055},
  url = {https://doi.org/10.1016/j.cosrev.2026.101055},
}

2026

A calibration-to-deployment framework for Impact Synchronous Modal Analysis under operating conditions

Wanjin Zhang, Zhi Chao Ong, Zhuangzhuang Pan, and 1 more author

Measurement, 2026

DOI Bib

@article{zhang-etal-2026-calibration-deployment,
  title = {A calibration-to-deployment framework for Impact Synchronous Modal Analysis under operating conditions},
  author = {Zhang, Wanjin and Ong, Zhi Chao and Pan, Zhuangzhuang and Tang, Hongbin},
  journal = {Measurement},
  volume = {290},
  pages = {122769},
  year = {2026},
  doi = {10.1016/j.measurement.2026.122769},
  url = {https://doi.org/10.1016/j.measurement.2026.122769},
}

Single-Pass, Depth-Selective Reading for Multi-Aspect Sentiment Analysis

Yan Xia, Zhuangzhuang Pan, Amirrudin Kamsin, and 1 more author

In Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

DOI Bib PDF Code

@inproceedings{xia-etal-2026-single-pass,
  title = {Single-Pass, Depth-Selective Reading for Multi-Aspect Sentiment Analysis},
  author = {Xia, Yan and Pan, Zhuangzhuang and Kamsin, Amirrudin and Chan, Chee Seng},
  booktitle = {Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
  publisher = {Association for Computational Linguistics},
  address = {San Diego, California, United States},
  pages = {14638--14656},
  year = {2026},
  doi = {10.18653/v1/2026.acl-long.667},
  url = {https://aclanthology.org/2026.acl-long.667/},
}

SynSem-ICL: syntax–semantic fusion retrieval for structured sentiment extraction with in-context learning

Yan Xia, Amirrudin Kamsin, Zhuangzhuang Pan, and 1 more author

Journal of Intelligent Information Systems, 2026

DOI Bib

@article{xia-etal-2026-synsem-icl,
  author = {Xia, Yan and Kamsin, Amirrudin and Pan, Zhuangzhuang and Zhang, Siyang},
  title = {{SynSem-ICL}: syntax--semantic fusion retrieval for structured sentiment extraction with in-context learning},
  journal = {Journal of Intelligent Information Systems},
  volume = {64},
  number = {4},
  pages = {1607--1636},
  year = {2026},
  doi = {10.1007/s10844-026-01038-7},
  url = {https://doi.org/10.1007/s10844-026-01038-7},
}

Development and Validation of an AMH-ISMA System for High-efficiency Impact Synchronous Modal Analysis

Wanjin Zhang, Zhi Chao Ong, and Zhuangzhuang Pan

Journal of Vibration Engineering & Technologies, 2026

DOI Bib

@article{zhang-etal-2026-amh-isma,
  title = {Development and Validation of an {AMH-ISMA} System for High-efficiency Impact Synchronous Modal Analysis},
  author = {Zhang, Wanjin and Ong, Zhi Chao and Pan, Zhuangzhuang},
  journal = {Journal of Vibration Engineering \& Technologies},
  volume = {14},
  number = {2},
  pages = {56},
  year = {2026},
  doi = {10.1007/s42417-025-02310-w},
  url = {https://doi.org/10.1007/s42417-025-02310-w},
}

PianoGym: Safe post-action piano rhythm training with fatigue constraints

Xiaoyu Meng, Hui Shi, Ningning Liu, and 2 more authors

PLOS One, 2026

DOI Bib Code

@article{meng-etal-2026-pianogym,
  title = {{PianoGym}: Safe post-action piano rhythm training with fatigue constraints},
  author = {Meng, Xiaoyu and Shi, Hui and Liu, Ningning and Pan, Zhuangzhuang and Xia, Yan},
  journal = {PLOS One},
  volume = {21},
  number = {6},
  pages = {e0351141},
  year = {2026},
  doi = {10.1371/journal.pone.0351141},
  url = {https://doi.org/10.1371/journal.pone.0351141},
}

Reliability-Aware Prototype Calibration for Frozen Pose-Flow Video Anomaly Detection

Ning Dong, Yingna Su, Xin Dong, and 3 more authors

2026

arXiv preprint

arXiv Bib

@misc{dong-etal-2026-reliability-prototype,
  title = {Reliability-Aware Prototype Calibration for Frozen Pose-Flow Video Anomaly Detection},
  author = {Dong, Ning and Su, Yingna and Dong, Xin and Jiao, Ziyun and Guo, Xinnian and Pan, Zhuangzhuang},
  year = {2026},
  archiveprefix = {arXiv},
  primaryclass = {cs.CV},
  url = {https://arxiv.org/abs/2606.20312},
  note = {arXiv preprint},
}

Learning Robust Pair Confidence for Multimodal Emotion-Cause Pair Extraction

Zhuangzhuang Pan, Ning Dong, Yingna Su, and 1 more author

2026

arXiv preprint

arXiv Bib

@misc{pan-etal-2026-robust-pair-confidence,
  title = {Learning Robust Pair Confidence for Multimodal Emotion-Cause Pair Extraction},
  author = {Pan, Zhuangzhuang and Dong, Ning and Su, Yingna and Xia, Yan},
  year = {2026},
  archiveprefix = {arXiv},
  primaryclass = {cs.CL},
  url = {https://arxiv.org/abs/2606.18893},
  note = {arXiv preprint},
}

They Are Not the Same: Direct Causes Are Not Grounded Emotion Explanations

Zhuangzhuang Pan, Yan Xia, and Chee Seng Chan

2026

arXiv preprint

arXiv Bib

@misc{pan2026samedirectcausesgrounded,
  title = {They Are Not the Same: Direct Causes Are Not Grounded Emotion Explanations},
  author = {Pan, Zhuangzhuang and Xia, Yan and Chan, Chee Seng},
  year = {2026},
  archiveprefix = {arXiv},
  primaryclass = {cs.CL},
  url = {https://arxiv.org/abs/2605.25208},
  note = {arXiv preprint},
}

2025

DERM: Dynamic Evidence Reliability Modeling for Multimodal Rumor Detection

Zhuangzhuang Pan, Yan Xia, Vimala Balakrishnan, and 2 more authors

In Proceedings of the 7th ACM International Conference on Multimedia in Asia, 2025

DOI Bib

@inproceedings{pan-etal-2025-derm,
  author = {Pan, Zhuangzhuang and Xia, Yan and Balakrishnan, Vimala and Zainal Abidin, Muhammad Zaiamri and Abdul Rahman, Siti Soraya},
  title = {{DERM}: Dynamic Evidence Reliability Modeling for Multimodal Rumor Detection},
  booktitle = {Proceedings of the 7th ACM International Conference on Multimedia in Asia},
  year = {2025},
  isbn = {9798400720055},
  publisher = {Association for Computing Machinery},
  address = {New York, NY, USA},
  url = {https://doi.org/10.1145/3743093.3771053},
  doi = {10.1145/3743093.3771053},
  articleno = {107},
  numpages = {7},
  series = {{MMAsia '25}},
}

2020

Building multi-subtopic Bi-level network for micro-blog hot topic based on feature Co-Occurrence and semantic community division

Guangli Zhu, Zhuangzhuang Pan, Qiaoyun Wang, and 2 more authors

Journal of Network and Computer Applications, 2020

DOI Bib

@article{zhu-etal-2020-bi-level-network,
  title = {Building multi-subtopic Bi-level network for micro-blog hot topic based on feature Co-Occurrence and semantic community division},
  author = {Zhu, Guangli and Pan, Zhuangzhuang and Wang, Qiaoyun and Zhang, Shunxiang and Li, Kuan-Ching},
  journal = {Journal of Network and Computer Applications},
  volume = {170},
  pages = {102815},
  year = {2020},
  issn = {1084-8045},
  doi = {10.1016/j.jnca.2020.102815},
  url = {https://doi.org/10.1016/j.jnca.2020.102815},
}