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
2025-2027

Central South University
2024-2025

Anhui Agricultural University
2020-2024

Selected Publications

  1. What Factors Affect LLMs and RLLMs in Financial Question Answering?
    Peng Wang†, Xuesi Hu†, Jiageng Wu, Yuntao Zou, Qiancheng Zhang, Dagang Li*.
    Arxiv, Jul. 2025.
  2. 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 (TH-CPL-A), Jul. 2025.
  3. 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), Apr. 2025. Accept. [Slides] [Poster]
  4. 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), Apr. 2025. Accept.
  5. 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.
  6. 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.
  7. 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, TH-CPL-B), Aug. 2024. Just Accepted.
  8. 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.
† Equal Contribution. * Corresponding Author.

Selected Honors and Awards

Academic Service