Publications

1. TAIJI: Textual Anchoring for Immunizing Jailbreak Images in Vision Language Models arXiv preprint arXiv:2503.10872   
   Authors: Xiangyu, Yin; Yi, Qi; Jinwei, Hu; Zhen, Chen; Yi, Dong; Xingyu, Zhao; Xiaowei, Huang; Wenjie, Ruan

2. CeTAD: Towards Certified Toxicity-Aware Distance in Vision Language Models arXiv preprint arXiv:2503.10661   
   Authors: Xiangyu, Yin; Jiaxu, Liu; Zhen, Chen; Jinwei, Hu; Yi, Dong; Xiaowei, Huang; Wenjie, Ruan

3. FALCON: Fine-grained Activation Manipulation by Contrastive Orthogonal Unalignment for Large Language Model arXiv preprint arXiv:2502.01472  
   Authors: Jinwei, Hu; Zhenglin, Huang; Xiangyu, Yin; Wenjie, Ruan; Guangliang, Cheng; Yi, Dong; Xiaowei, Huang

4. A Black-Box Evaluation Framework for Semantic Robustness in Bird’s Eye View Detection Proceedings of the AAAI Conference on Artificial Intelligence, 2024  
   Authors: Fu, Wang; Yanghao, Zhang; Xiangyu, Yin; Guangliang Cheng; Zeyu Fu; Xiaowei, Huang; Wenjie, Ruan

5. Continuous Geometry-Aware Graph Diffusion via Hyperbolic Neural PDE
   European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), 2024  
   Authors: Jiaxu, Liu; Xinping, Yi; Sihao, Wu; Xiangyu, Yin; Tianle, Zhang; Xiaowei, Huang; Jin, Shi

6. Tiny Refinements Elicit Resilience: Toward Efficient Prefix-Model Against LLM Red-Teaming
   arXiv preprint arXiv:2405.12604  
   Authors: Jiaxu, Liu; Xiangyu, Yin; Sihao, Wu; Jianhong, Wang; Meng, Fang; Xinping, Yi; Xiaowei, Huang

7. Boosting Adversarial Training via Fisher-Rao Norm-based Regularization
   Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024  
   Authors: Xiangyu, Yin; Wenjie Ruan

8. Representation-Based Robustness in Goal-Conditioned Reinforcement Learning
   Proceedings of the AAAI Conference on Artificial Intelligence, 2024  
   Authors: Xiangyu, Yin; Sihao, Wu; Jiaxu, Liu; Meng, Fang; Xingyu, Zhao; Xiaowei, Huang; Wenjie, Ruan

9. Dimba: discretely masked black-box attack in single object tracking
   Machine Learning, 2024  
   Authors: Xiangyu, Yin; Wenjie, Ruan; Jonathan, Fieldsend

10. ODE4ViTRobustness: A tool for understanding adversarial robustness of Vision Transformers
    Software Impacts, 2023  
    Authors: Zheng, Wang; Wenjie, Ruan; Xiangyu, Yin

11. Temple: Learning template of transitions for sample efficient multi-task rl
    Proceedings of the AAAI Conference on Artificial Intelligence, 2021  
    Authors: Yanchao, Sun; Xiangyu, Yin; Furong, Huang