Zhuangzhuang Pan

PAN, ZHUANGZHUANG

Universiti Malaya

Kuala Lumpur, Malaysia

I’m a PhD student at Universiti Malaya, working on natural language processing, large language models, and information extraction from textual and multimodal data. My interests span sentiment analysis, emotion causality, and rumor detection.

Before beginning my PhD in September 2024, I spent nearly five years developing and maintaining banking software at Changshu Rural Commercial Bank. I hold the professional title of Engineer in China, an M.Eng. from Anhui University of Science and Technology, and a B.Sc. from Nanjing Xiaozhuang University.

My recent work appears at ACL 2026 and ACM Multimedia Asia, and in Computer Science Review, the Journal of Intelligent Information Systems, and the Journal of Network and Computer Applications.

Feel free to email me for academic discussions.

Research Software

YanShu · 研术台

I designed and built YanShu to support research from idea exploration to paper writing, scientific figures, citation checks, and revision.

Configure research prompts on the web, or use the companion plugin with local research materials.

Explore YanShu GitHub

Get started in three steps

Install YanShu
Add the plugin to Codex once.
Start a research task
Choose a workflow and your project directory.
Run in your workspace
Complete the work in the current task.

View the three-step guide

Featured Work

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

DOI Bib Code

@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},
}

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},
}

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}},
}