Treble Counterfactual VLMs: A Causal Approach to Hallucination. - Shawn Li; Jiashu Qu; Yuxiao Zhou 006; Yuehan Qin; Tiankai Yang 001; Yue Zhao 016 (CoRR, 2025)

Exploring Hallucination of Large Multimodal Models in Video Understanding: Benchmark, Analysis and Mitigation. - Hongcheng Gao; Jiashu Qu; Jingyi Tang; Baolong Bi; Yue Liu; Hongyu Chen; Li Liang; Li Su 003; Qingming Huang (CoRR, 2025)

The Devil behind the mask: An emergent safety vulnerability of Diffusion LLMs. - Zichen Wen; Jiashu Qu; Dongrui Liu; Zhiyuan Liu; Ruixi Wu; Yicun Yang; Xiangqi Jin; Haoyun Xu; Xuyang Liu; Weijia Li; Chaochao Lu; Jing Shao; et al. (CoRR, 2025)

SafeWork-R1: Coevolving Safety and Intelligence under the AI-45° Law. - Yicheng Bao; Guanxu Chen; Mingkang Chen; Yunhao Chen; Chiyu Chen; Lingjie Chen; Sirui Chen; Xinquan Chen; Jie Cheng; Yu Cheng 001; Dengke Deng; Yizhuo Ding; et al. (CoRR, 2025)