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},
}

Bridging free-form generation and structured pair prediction for emotion-cause pair extraction

Yan Xia, Amirrudin Kamsin, and Zhuangzhuang Pan

Applied Intelligence, Oct 2026

DOI Bib

@article{xia-etal-2026-bridging-generation,
  title = {Bridging free-form generation and structured pair prediction for emotion-cause pair extraction},
  author = {Xia, Yan and Kamsin, Amirrudin and Pan, Zhuangzhuang},
  journal = {Applied Intelligence},
  volume = {56},
  number = {15},
  pages = {480},
  year = {2026},
  month = oct,
  doi = {10.1007/s10489-026-07505-6},
  url = {https://doi.org/10.1007/s10489-026-07505-6},
}

Multi-omics of host–gut metabolic crosstalk in Parkinson’s disease

Tzi Shin Toh, Chun Wie Chong, Mun Fai Loke, and 7 more authors

npj Parkinson’s Disease, Oct 2026

Advance online publication

DOI Bib

@article{toh-etal-2026-host-gut-metabolic,
  title = {Multi-omics of host--gut metabolic crosstalk in Parkinson's disease},
  author = {Toh, Tzi Shin and Chong, Chun Wie and Loke, Mun Fai and Lit, Lei Cheng and Balakrishnan, Vimala and Pan, Zhuangzhuang and Song, Sze Looi and Teh, Cindy Shuan Ju and Lim, Shen-Yang and Tan, Ai Huey},
  journal = {npj Parkinson's Disease},
  year = {2026},
  month = oct,
  doi = {10.1038/s41531-026-01561-y},
  url = {https://doi.org/10.1038/s41531-026-01561-y},
  note = {Advance online publication},
}

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},
}