Ruan, Shouwei

9 publications

ICCV 2025 AdvDreamer Unveils: Are Vision-Language Models Truly Ready for Real-World 3D Variations? Shouwei Ruan, Hanqing Liu, Yao Huang, Xiaoqi Wang, Caixin Kang, Hang Su, Yinpeng Dong, Xingxing Wei

ICCV 2025 Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency Shiji Zhao, Ranjie Duan, Fengxiang Wang, Chi Chen, Caixin Kang, Shouwei Ruan, Jialing Tao, YueFeng Chen, Hui Xue, Xingxing Wei

NeurIPS 2025 Mitigating Overthinking in Large Reasoning Models via Manifold Steering Yao Huang, Huanran Chen, Shouwei Ruan, Yichi Zhang, Xingxing Wei, Yinpeng Dong

ICCV 2025 When Lighting Deceives: Exposing Vision-Language Models' Illumination Vulnerability Through Illumination Transformation Attack Hanqing Liu, Shouwei Ruan, Yao Huang, Shiji Zhao, Xingxing Wei

ECCV 2024 DIFFender: Diffusion-Based Adversarial Defense Against Patch Attacks Caixin Kang, Yinpeng Dong, Zhengyi Wang, Shouwei Ruan, Yubo Chen, Hang Su, Xingxing Wei

ECCV 2024 Omniview-Tuning: Boosting Viewpoint Invariance of Vision-Language Pre-Training Models Shouwei Ruan, Yinpeng Dong, Liu Hanqing, Yao Huang, Hang Su, Xingxing Wei

CVPR 2024 Towards Transferable Targeted 3D Adversarial Attack in the Physical World Yao Huang, Yinpeng Dong, Shouwei Ruan, Xiao Yang, Hang Su, Xingxing Wei

ICCV 2023 Towards Viewpoint-Invariant Visual Recognition via Adversarial Training Shouwei Ruan, Yinpeng Dong, Hang Su, Jianteng Peng, Ning Chen, Xingxing Wei

NeurIPS 2022 ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints Yinpeng Dong, Shouwei Ruan, Hang Su, Caixin Kang, Xingxing Wei, Jun Zhu