Xiangyu Yin

According to our database, Xiangyu Yin authored at least 16 papers between 2023 and 2026.

Collaborative distances:

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

2026

Fragile by Design: On the Limits of Adversarial Defenses in Personalized DreamBooth Generation.

Zhen Chen, Yi Zhang, Xiangyu Yin, Chengxuan Qin, Xingyu Zhao, Xiaowei Huang, Wenjie Ruan

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Fragile by Design: On the Limits of Adversarial Defenses in Personalized Generation.

Zhen Chen, Yi Zhang, Xiangyu Yin, Chengxuan Qin, Xingyu Zhao, Xiaowei Huang, Wenjie Ruan

CoRR, November, 2025

TAIJI: Textual Anchoring for Immunizing Jailbreak Images in Vision Language Models.

Xiangyu Yin, Yi Qi, Jinwei Hu, Zhen Chen, Yi Dong, Xingyu Zhao, Xiaowei Huang, Wenjie Ruan

CoRR, March, 2025

CeTAD: Towards Certified Toxicity-Aware Distance in Vision Language Models.

Xiangyu Yin, Jiaxu Liu, Zhen Chen, Jinwei Hu, Yi Dong, Xiaowei Huang, Wenjie Ruan

CoRR, March, 2025

Toward Linearly Regularizing the Geometric Bottleneck of Linear Generalized Attention.

Jiaxu Liu, Xinping Yi, Xiangyu Yin, Yuhang Song, Gaojie Jin, Xiaowei Huang

Trans. Mach. Learn. Res., 2025

Interpreting Safety: A LLM and STPA Approach.

Yi Qi, Shufeng Chen, Xiangyu Yin, Wenjie Ruan, Siddartha Khastgir, Ji Ruan, Xingyu Zhao, Xiaowei Huang

Proceedings of the PRICAI 2025: Trends in Artificial Intelligence, 2025

FALCON: Fine-grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model.

Jinwei Hu, Zhenglin Huang, Xiangyu Yin, Wenjie Ruan, Guangliang Cheng, Yi Dong, Xiaowei Huang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

A Black-Box Evaluation Framework for Semantic Robustness in Bird's Eye View Detection.

Fu Wang, Yanghao Zhang, Xiangyu Yin, Guangliang Cheng, Zeyu Fu, Xiaowei Huang, Wenjie Ruan

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

DIMBA: discretely masked black-box attack in single object tracking.

Xiangyu Yin, Wenjie Ruan, Jonathan E. Fieldsend

Mach. Learn., April, 2024

Robust RL with LLM-Driven Data Synthesis and Policy Adaptation for Autonomous Driving.

Sihao Wu, Jiaxu Liu, Xiangyu Yin, Guangliang Cheng, Xingyu Zhao, Meng Fang, Xinping Yi, Xiaowei Huang

CoRR, 2024

Tiny Refinements Elicit Resilience: Toward Efficient Prefix-Model Against LLM Red-Teaming.

Jiaxu Liu, Xiangyu Yin, Sihao Wu, Jianhong Wang, Meng Fang, Xinping Yi, Xiaowei Huang

CoRR, 2024

Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE.

Jiaxu Liu, Xinping Yi, Sihao Wu, Xiangyu Yin, Tianle Zhang, Xiaowei Huang, Shi Jin

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Boosting Adversarial Training via Fisher-Rao Norm-Based Regularization.

Xiangyu Yin, Wenjie Ruan

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

Representation-Based Robustness in Goal-Conditioned Reinforcement Learning.

Xiangyu Yin, Sihao Wu, Jiaxu Liu, Meng Fang, Xingyu Zhao, Xiaowei Huang, Wenjie Ruan

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

<i>ODE4ViTRobustness</i>: A tool for understanding adversarial robustness of Vision Transformers.

Zheng Wang, Wenjie Ruan, Xiangyu Yin

Softw. Impacts, March, 2023

ReRoGCRL: Representation-based Robustness in Goal-Conditioned Reinforcement Learning.

Xiangyu Yin, Sihao Wu, Jiaxu Liu, Meng Fang, Xingyu Zhao, Xiaowei Huang, Wenjie Ruan

CoRR, 2023