Peng Wang


State Key Laboratory of Lunar and Planetary Science (SKLPlanets) / Space Science Institute
Macau University of Science and Technology
Avenida Wai Long, Taipa, Macau, China.

[Google Scholar] / [DBLP] / [ORCID] / [Github]
Email: wpengxss[AT]gmail.com

Biography

I'm currently a MS student in the Macau University of Science and Technology. I got my B.Eng. in Anhui Agricultural University. My research interests include Natural Language Processing, Large Language Model, and LLM Agent.
I have a passion for 📖reading, 🎮gaming, 📺tv series, and 🥰anime. I also enjoy 🎵music and indulging in delicious food😋!

I am currently in discussion with Prof. Derek F. Wong and, if all goes well, I expect to pursue my Ph.D. at University of Macau starting in 2027.
If you are interested in my research, please feel free to contact me by Email!

Education

Macau University of Science and Technology
2025.9-2027.6

Anhui Agricultural University
2020.9-2024.6

Selected Publications

As the Main Contributor:

  1. X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System
    Peng Wang†, Ruihan Tao†, Qiguang Chen, Mengkang Hu, Libo Qin*.
    ACL 2025 Findings (CCF-A Findings, TH-CPL-A), Jul. 2025. [Github]
  2. Improving Consistency Identification in Task-oriented Dialogue through Multi-Agent Collaboration
    Peng Wang, Shuo Li, Ruoxi Zhou, Qiguang Chen, Xiao Xu, Hao Fei, Dagang Li, Wanxiang Che, Libo Qin*.
    IJCAI 2025 (CCF-A, TH-CPL-B), Aug. 2025. [Github] [Slides] [Poster]
  3. MDCoT: Medical Diagnosis Chain-of-Thought with Self-Diagnostic Refinement for Alzheimer's Disease
    Chunlin Lu†, Yongheng Zhang†, Peng Wang†, Wenpeng Lu, Libo Qin*.
    ICME 2025 (CCF-B, TH-CPL-B), Jul. 2025. [Github]
  4. Large Language Model for Medical Images: A Survey of Taxonomy, Systematic Review, and Future Trends
    Peng Wang†, Wenpeng Lu†, Chunlin Lu, Ruoxi Zhou, Min Li, Libo Qin*.
    Big Data Mining and Analytics (JCR Q1, IF=6.2, CCF-T1), Apr. 2025.
  5. CLIPMulti: Explore the performance of multimodal enhanced CLIP for zero-shot text classification
    Peng Wang, Dagang Li, Xuesi Hu, Yongmei Wang*, Youhua Zhang.
    Computer Speech & Language (JCR Q2, IF=3.4, CCF-C, TH-CPL-B), Mar. 2025. [Github]
  6. S3 Agent: Unlocking the Power of VLLM for Zero-Shot Multi-modal Sarcasm Detection
    Peng Wang, Yongheng Zhang, Hao Fei, Qiguang Chen, Yukai Wang, Jiasheng Si, Wenpeng Lu, Min Li, Libo Qin*.
    ACM Transactions on Multimedia Computing, Communications, and Applications (JCR Q1, IF=5.2, CCF-B), Aug. 2024. [Github]
  7. TRSRD: a database for research on risky substances in tea using natural language processing and knowledge graph-based techniques
    Yongmei Wang†, *, Peng Wang†, Yongheng Zhang, Siyi Yao, Zhipeng Xu, Youhua Zhang.
    Database-The Journal of Biological Databases and Curation (JCR Q1, IF=5.8), May. 2023. [Github]

As the Advisor:

  1. FinBoardBench: Benchmarking Dynamic Wealth Management and Strategic Financial Reasoning of LLMs via Board Game Simulations
    Xuesi Hu†, Peng Wang†, Jingpng Miao, Xilin Tao, Yue Ma, Jie He, Qiancheng Zhang, Yuntao Zou, Dagang Li*.
    In-Progress Work 2026. [Website]
  2. Using multi-perspective information and automatic method selection to enhance the performance of large language models in financial question answering
    Xuesi Hu, Qiancheng Zhang, Jinpeng Miao, Peng Wang*.
    IEEE BigData 2025 (CCF-C), Dec. 2025.
† Equal Contribution. * Corresponding Author.

Selected Honors and Awards

Internships

LINK-TO, Shenzhen
2024.9-2025.3

Central South University
2023.11-2024.9

Academic Service