Peng Wang

Master Student (Space Big Data Analytics, 2025-2027)

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

Education

Anhui Agricultural University
2020-2024

Research Interests

My research interests include Natural Language Processing, Large Language Model, and LLM Agent. In particular, I am interested in Agentic System.

Selected Publications

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