Shouwei Ruan

According to our database, Shouwei Ruan authored at least 27 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Improving Safety Alignment via Balanced Direct Preference Optimization.

Shiji Zhao, Mengyang Wang, Shukun Xiong, Fangzhou Chen, Qihui Zhu, Shouwei Ruan, Yisong Xiao, Ranjie Duan, Xun Chen, Xingxing Wei

CoRR, March, 2026

Mind over Space: Can Multimodal Large Language Models Mentally Navigate?

Qihui Zhu, Shouwei Ruan, Xiao Yang, Hao Jiang, Yao Huang, Shiji Zhao, Hanwei Fan, Hang Su, Xingxing Wei

CoRR, March, 2026

World2Mind: Cognition Toolkit for Allocentric Spatial Reasoning in Foundation Models.

Shouwei Ruan, Bin Wang, Zhenyu Wu, Qihui Zhu, Yuxiang Zhang, Hang Su, Yubin Wang

CoRR, March, 2026

Any2Critical: Safety-Critical Scenario Generation from Arbitrary Real-World Driving Contexts.

Yao Huang, Yubo Chen, Ruochen Zhang, Yitong Sun, Shouwei Ruan, Zhenyu Wu, Yinpeng Dong, Xingxing Wei

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Real-World Adversarial Defense Against Patch Attacks Based on Diffusion Model.

Xingxing Wei, Caixin Kang, Yinpeng Dong, Zhengyi Wang, Shouwei Ruan, Yubo Chen, Hang Su

IEEE Trans. Pattern Anal. Mach. Intell., December, 2025

From reactive to cognitive: brain-inspired spatial intelligence for embodied agents.

Shouwei Ruan, Liyuan Wang, Caixin Kang, Qihui Zhu, Songming Liu, Xingxing Wei, Hang Su

CoRR, August, 2025

Mitigating Overthinking in Large Reasoning Models via Manifold Steering.

Yao Huang, Huanran Chen, Shouwei Ruan, Yichi Zhang, Xingxing Wei, Yinpeng Dong

CoRR, May, 2025

Enhancing Adversarial Robustness of Vision Language Models via Adversarial Mixture Prompt Tuning.

Shiji Zhao, Qihui Zhu, Shukun Xiong, Shouwei Ruan, Yize Fan, Ranjie Duan, Qing Guo, Xingxing Wei

CoRR, May, 2025

Distributionally Location-Aware Transferable Adversarial Patches for Facial Images.

Xingxing Wei, Shouwei Ruan, Yinpeng Dong, Hang Su, Xiaochun Cao

IEEE Trans. Pattern Anal. Mach. Intell., April, 2025

Towards NSFW-Free Text-to-Image Generation via Safety-Constraint Direct Preference Optimization.

Shouwei Ruan, Zhenyu Wu, Yao Huang, Ruochen Zhang, Yitong Sun, Caixin Kang, Xingxing Wei

CoRR, April, 2025

When Lighting Deceives: Exposing Vision-Language Models' Illumination Vulnerability Through Illumination Transformation Attack.

Hanqing Liu, Shouwei Ruan, Yao Huang, Shiji Zhao, Xingxing Wei

CoRR, March, 2025

NDM: A Noise-driven Detection and Mitigation Framework against Implicit Sexual Intentions in Text-to-Image Generation.

Yitong Sun, Yao Huang, Ruochen Zhang, Huanran Chen, Shouwei Ruan, Ranjie Duan, Xingxing Wei

Proceedings of the 33rd ACM International Conference on Multimedia, 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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 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

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

When Lighting Deceives: Exposing Vision-Language Models' Illumination Vulnerability Through Illumination Transformation Attack.

Hanqing Liu, Shouwei Ruan, Yao Huang, Shiji Zhao, Xingxing Wei

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space.

Yao Huang, Yitong Sun, Shouwei Ruan, Yichi Zhang, Yinpeng Dong, Xingxing Wei

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

OODFace: Benchmarking Robustness of Face Recognition under Common Corruptions and Appearance Variations.

Caixin Kang, Yubo Chen, Shouwei Ruan, Shiji Zhao, Ruochen Zhang, Jiayi Wang, Shan Fu, Xingxing Wei

CoRR, 2024

Exploring the Robustness of Decision-Level Through Adversarial Attacks on LLM-Based Embodied Models.

Shuyuan Liu, Jiawei Chen, Shouwei Ruan, Hang Su, Zhaoxia Yin

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Omniview-Tuning: Boosting Viewpoint Invariance of Vision-Language Pre-training Models.

Shouwei Ruan, Yinpeng Dong, Hanqing Liu, Yao Huang, Hang Su, Xingxing Wei

Proceedings of the Computer Vision - ECCV 2024, 2024

DIFFender: Diffusion-Based Adversarial Defense Against Patch Attacks.

Caixin Kang, Yinpeng Dong, Zhengyi Wang, Shouwei Ruan, Yubo Chen, Hang Su, Xingxing Wei

Proceedings of the Computer Vision - ECCV 2024, 2024

Towards Transferable Targeted 3D Adversarial Attack in the Physical World.

Yao Huang, Yinpeng Dong, Shouwei Ruan, Xiao Yang, Hang Su, Xingxing Wei

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Towards Transferable Targeted 3D Adversarial Attack in the Physical World.

Yao Huang, Yinpeng Dong, Shouwei Ruan, Xiao Yang, Hang Su, Xingxing Wei

CoRR, 2023

Improving Viewpoint Robustness for Visual Recognition via Adversarial Training.

Shouwei Ruan, Yinpeng Dong, Hang Su, Jianteng Peng, Ning Chen, Xingxing Wei

CoRR, 2023

Distributional Modeling for Location-Aware Adversarial Patches.

Xingxing Wei, Shouwei Ruan, Yinpeng Dong, Hang Su

CoRR, 2023

DIFFender: Diffusion-Based Adversarial Defense against Patch Attacks in the Physical World.

Caixin Kang, Yinpeng Dong, Zhengyi Wang, Shouwei Ruan, Hang Su, Xingxing Wei

CoRR, 2023

Towards Viewpoint-Invariant Visual Recognition via Adversarial Training.

Shouwei Ruan, Yinpeng Dong, Hang Su, Jianteng Peng, Ning Chen, Xingxing Wei

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints.

Yinpeng Dong, Shouwei Ruan, Hang Su, Caixin Kang, Xingxing Wei, Jun Zhu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022