Publications

Xin Liu, Yichen Zhu, Yunshi Lan, Chao Yang, Yu Qiao (2024). Safety of Multimodal Large Language Models on Images and Text. IJCAI.

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Xin Liu, Yichen Zhu (Equal First Author), Jindong Gu, Yunshi Lan, Chao Yang, Yu Qiao (2023). MM-SafetyBench: A Benchmark for Safety Evaluation of Multimodal Large Language Models. ECCV.

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Yunshi Lan, Xiang Li, Xin Liu, Yang Li, Wei Qin, Weining Qian (2023). Improving zero-shot visual question answering via large language models with reasoning question prompts. ACM MM.

Yichen Zhu, Ning Liu, Zhiyuan Xu, Xin Liu, Weibin Meng, Louis Wang, Zhicai Ou, Jian Tang (2022). Teach less, learn more: On the undistillable classes in knowledge distillation. NeurIPS.