Tone Matters: The Impact of Linguistic Tone on Hallucination in VLMs. - Weihao Hong; Zhiyuan Jiang; Bingyu Shen 001; Xinlei Guan; Yangyi Feng; Meng Xu 013; Boyang Li 003 (CoRR, 2026)

Toward Accountable AI-Generated Content on Social Platforms: Steganographic Attribution and Multimodal Harm Detection. - Xinlei Guan; David Arosemena; Tejaswi Dhandu; Kuan Huang; Meng Xu 013; Miles Q. Li; Bingyu Shen 001; Ruiyang Qin; Umamaheswara Rao Tida; Boyang Li 003 (CoRR, 2026)

LLM-as-Judge Framework for Evaluating Tone-Induced Hallucination in Vision-Language Models. - Zhiyuan Jiang; Weihao Hong; Xinlei Guan; Tejaswi Dhandu; Miles Q. Li; Meng Xu 013; Kuan Huang; Umamaheswara Rao Tida; Bingyu Shen 001; Daehan Kwak; Boyang Li 003 (CoRR, 2026)