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, including insights into animation production. I also enjoy 🎵music and indulging in delicious food😋!

Education

Macau University of Science and Technology
2025.9-2027.6

Central South University
2023.11-2024.9

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. 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

Academic Service