Wang, Han, Deyi Ji, Junyu Lu, Lanyun Zhu, Hailong Zhang, Haiyang Wu, Liqun Liu, Peng Shu, and Roy Ka-Wei Lee. 2026. “Multi-Agent VLMs Guided Self-Training With PNU Loss for Low-Resource Offensive Content Detection”. Proceedings of the AAAI Conference on Artificial Intelligence 40 (46):39387-96. https://doi.org/10.1609/aaai.v40i46.41288.