Shouwei Ruan

32 papers A* 6Journal 23Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A* conf
Any2Critical: Safety-Critical Scenario Generation from Arbitrary Real-World Driving Contexts.
AAAI
Yao Huang, Yubo Chen, Ruochen Zhang, Yitong Sun, Shouwei Ruan, Zhenyu Wu, Yinpeng Dong, Xingxing Wei
2026 J jnl
Improving Safety Alignment via Balanced Direct Preference Optimization.
CoRR
Shiji Zhao, Mengyang Wang, Shukun Xiong, Fangzhou Chen, Qihui Zhu, Shouwei Ruan, Yisong Xiao, Ranjie Duan, Xun Chen, Xingxing Wei
2026 J jnl
Mind over Space: Can Multimodal Large Language Models Mentally Navigate?
CoRR
Qihui Zhu, Shouwei Ruan, Xiao Yang, Hao Jiang, Yao Huang, Shiji Zhao, Hanwei Fan, Hang Su, Xingxing Wei
2026 J jnl
World2Mind: Cognition Toolkit for Allocentric Spatial Reasoning in Foundation Models.
CoRR
Shouwei Ruan, Bin Wang, Zhenyu Wu, Qihui Zhu, Yuxiang Zhang, Hang Su, Yubin Wang
2025 — conf
Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space.
ACL (Findings)
Yao Huang, Yitong Sun, Shouwei Ruan, Yichi Zhang, Yinpeng Dong, Xingxing Wei
2025 J jnl
Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space.
CoRR
Yao Huang, Yitong Sun, Shouwei Ruan, Yichi Zhang, Yinpeng Dong, Xingxing Wei
2025 J jnl
Distributionally Location-Aware Transferable Adversarial Patches for Facial Images.
IEEE Trans. Pattern Anal. Mach. Intell.
Xingxing Wei, Shouwei Ruan, Yinpeng Dong, Hang Su, Xiaochun Cao
2025 J jnl
Enhancing Adversarial Robustness of Vision Language Models via Adversarial Mixture Prompt Tuning.
CoRR
Shiji Zhao, Qihui Zhu, Shukun Xiong, Shouwei Ruan, Yize Fan, Ranjie Duan, Qing Guo, Xingxing Wei
2025 J jnl
From reactive to cognitive: brain-inspired spatial intelligence for embodied agents.
CoRR
Shouwei Ruan, Liyuan Wang, Caixin Kang, Qihui Zhu, Songming Liu, Xingxing Wei, Hang Su
2025 J jnl
Mitigating Overthinking in Large Reasoning Models via Manifold Steering.
CoRR
Yao Huang, Huanran Chen, Shouwei Ruan, Yichi Zhang, Xingxing Wei, Yinpeng Dong
2025 A* conf
NDM: A Noise-driven Detection and Mitigation Framework against Implicit Sexual Intentions in Text-to-Image Generation.
ACM Multimedia
Yitong Sun, Yao Huang, Ruochen Zhang, Huanran Chen, Shouwei Ruan, Ranjie Duan, Xingxing Wei
2025 J jnl
NDM: A Noise-driven Detection and Mitigation Framework against Implicit Sexual Intentions in Text-to-Image Generation.
CoRR
Yitong Sun, Yao Huang, Ruochen Zhang, Huanran Chen, Shouwei Ruan, Ranjie Duan, Xingxing Wei
2025 J jnl
Real-World Adversarial Defense Against Patch Attacks Based on Diffusion Model.
IEEE Trans. Pattern Anal. Mach. Intell.
Xingxing Wei, Caixin Kang, Yinpeng Dong, Zhengyi Wang, Shouwei Ruan, Yubo Chen, Hang Su
2025 J jnl
Towards NSFW-Free Text-to-Image Generation via Safety-Constraint Direct Preference Optimization.
CoRR
Shouwei Ruan, Zhenyu Wu, Yao Huang, Ruochen Zhang, Yitong Sun, Caixin Kang, Xingxing Wei
2025 J jnl
When Lighting Deceives: Exposing Vision-Language Models' Illumination Vulnerability Through Illumination Transformation Attack.
CoRR
Hanqing Liu, Shouwei Ruan, Yao Huang, Shiji Zhao, Xingxing Wei
2024 J jnl
AdvDreamer Unveils: Are Vision-Language Models Truly Ready for Real-World 3D Variations?
CoRR
Shouwei Ruan, Hanqing Liu, Yao Huang, Xiaoqi Wang, Caixin Kang, Hang Su, Yinpeng Dong, Xingxing Wei
2024 — conf
DIFFender: Diffusion-Based Adversarial Defense Against Patch Attacks.
ECCV (52)
Caixin Kang, Yinpeng Dong, Zhengyi Wang, Shouwei Ruan, Yubo Chen, Hang Su, Xingxing Wei
2024 A* conf
Exploring the Robustness of Decision-Level Through Adversarial Attacks on LLM-Based Embodied Models.
ACM Multimedia
Shuyuan Liu, Jiawei Chen, Shouwei Ruan, Hang Su, Zhaoxia Yin
2024 J jnl
Exploring the Robustness of Decision-Level Through Adversarial Attacks on LLM-Based Embodied Models.
CoRR
Shuyuan Liu, Jiawei Chen, Shouwei Ruan, Hang Su, Zhaoxia Yin
2024 J jnl
OODFace: Benchmarking Robustness of Face Recognition under Common Corruptions and Appearance Variations.
CoRR
Caixin Kang, Yubo Chen, Shouwei Ruan, Shiji Zhao, Ruochen Zhang, Jiayi Wang, Shan Fu, Xingxing Wei
2024 — conf
Omniview-Tuning: Boosting Viewpoint Invariance of Vision-Language Pre-training Models.
ECCV (26)
Shouwei Ruan, Yinpeng Dong, Hanqing Liu, Yao Huang, Hang Su, Xingxing Wei
2024 J jnl
Omniview-Tuning: Boosting Viewpoint Invariance of Vision-Language Pre-training Models.
CoRR
Shouwei Ruan, Yinpeng Dong, Hanqing Liu, Yao Huang, Hang Su, Xingxing Wei
2024 J jnl
Real-world Adversarial Defense against Patch Attacks based on Diffusion Model.
CoRR
Xingxing Wei, Caixin Kang, Yinpeng Dong, Zhengyi Wang, Shouwei Ruan, Yubo Chen, Hang Su
2024 A* conf
Towards Transferable Targeted 3D Adversarial Attack in the Physical World.
CVPR
Yao Huang, Yinpeng Dong, Shouwei Ruan, Xiao Yang, Hang Su, Xingxing Wei
2023 J jnl
DIFFender: Diffusion-Based Adversarial Defense against Patch Attacks in the Physical World.
CoRR
Caixin Kang, Yinpeng Dong, Zhengyi Wang, Shouwei Ruan, Hang Su, Xingxing Wei
2023 J jnl
Distributional Modeling for Location-Aware Adversarial Patches.
CoRR
Xingxing Wei, Shouwei Ruan, Yinpeng Dong, Hang Su
2023 J jnl
Improving Viewpoint Robustness for Visual Recognition via Adversarial Training.
CoRR
Shouwei Ruan, Yinpeng Dong, Hang Su, Jianteng Peng, Ning Chen, Xingxing Wei
2023 J jnl
Towards Transferable Targeted 3D Adversarial Attack in the Physical World.
CoRR
Yao Huang, Yinpeng Dong, Shouwei Ruan, Xiao Yang, Hang Su, Xingxing Wei
2023 A* conf
Towards Viewpoint-Invariant Visual Recognition via Adversarial Training.
ICCV
Shouwei Ruan, Yinpeng Dong, Hang Su, Jianteng Peng, Ning Chen, Xingxing Wei
2023 J jnl
Towards Viewpoint-Invariant Visual Recognition via Adversarial Training.
CoRR
Shouwei Ruan, Yinpeng Dong, Hang Su, Jianteng Peng, Ning Chen, Xingxing Wei
2022 A* conf
ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints.
NeurIPS
Yinpeng Dong, Shouwei Ruan, Hang Su, Caixin Kang, Xingxing Wei, Jun Zhu
2022 J jnl
ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints.
CoRR
Yinpeng Dong, Shouwei Ruan, Hang Su, Caixin Kang, Xingxing Wei, Jun Zhu