Recent work, 2025 onwards. The complete list, with citation counts, is on Google Scholar.
2025
Lightweight baselines for medical abstract classification: DistilBERT with cross-entropy as a strong default
J. Liu, L. Wang, S. Liu, X. Hu.
8th International Conference on Machine Learning and Natural Language Processing (MLNLP), 2025.
Write-up and code →
MemeBLIP2: A novel lightweight multimodal system to detect harmful memes
J. Liu, R. Tong, A. Shen, S. Li, C. Yang, L. Xu.
IJCAI 2025, First Workshop on Multimodal Knowledge and Language Modeling.
Write-up → · arXiv →
Rainbow Noise: Stress-testing multimodal harmful-meme detectors on LGBTQ content
R. Tong, S. Wei, J. Liu, L. Wang.
NeurIPS 2025, Queer in AI Workshop.
Does Bigger Mean Better? Comparative analysis of CNNs and biomedical vision-language models in medical diagnosis
R. Tong, J. Liu, S. Liu, J. Xu, L. Wang, T. Wang.
International Conference on Artificial Intelligence, Computer, Data Sciences (2025).
Toward causal-visual programming: Enhancing agentic reasoning in low-code environments
J. Xu, J. Liu, L. Wang, S. Liu.
International Conference on Artificial Intelligence, Computer, Data Sciences (2025).