Xiao Yang - RankMe

88 papers A* 25Misc 1Journal 59Unranked 3

Year	Rank	Type	Title / Venue / Authors
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`	Reasoning as State Transition: A Representational Analysis of Reasoning Evolution in Large Language Models. CoRR Siyuan Zhang, Jialian Li, Yichi Zhang, Xiao Yang, Yinpeng Dong, Hang Su
2025	J	`jnl`	A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking. Int. J. Comput. Vis. Chang Liu, Yinpeng Dong, Wenzhao Xiang, Xiao Yang, Hang Su, Jun Zhu, Yuefeng Chen, Yuan He, Hui Xue, Shibao Zheng
2025	J	`jnl`	A Survey on Autonomy-Induced Security Risks in Large Model-Based Agents. CoRR Hang Su, Jun Luo, Chang Liu, Xiao Yang, Yichi Zhang, Yinpeng Dong, Jun Zhu
2025	J	`jnl`	ANF: Crafting Transferable Adversarial Point Clouds via Adversarial Noise Factorization. IEEE Trans. Big Data Hai Chen, Shu Zhao, Xiao Yang, Huanqian Yan, Yuan He, Hui Xue, Fulan Qian, Hang Su
2025	—	`conf`	AutoBreach: Universal and Adaptive Jailbreaking with Efficient Wordplay-Guided Optimization via Multi-LLMs. NAACL (Findings) Jiawei Chen, Xiao Yang, Zhengwei Fang, Yu Tian, Yinpeng Dong, Zhaoxia Yin, Hang Su
2025	J	`jnl`	CamoEnv: Transferable and environment-consistent adversarial camouflage in autonomous driving. Pattern Recognit. Lett. Zijian Zhu, Xiao Yang, Hang Su, Shibao Zheng
2025	J	`jnl`	Effective Black-Box Multi-Faceted Attacks Breach Vision Large Language Model Guardrails. CoRR Yijun Yang, Lichao Wang, Xiao Yang, Lanqing Hong, Jun Zhu
2025	J	`jnl`	Effective and Stealthy One-Shot Jailbreaks on Deployed Mobile Vision-Language Agents. CoRR Renhua Ding, Xiao Yang, Zhengwei Fang, Jun Luo, Kun He, Jun Zhu
2025	J	`jnl`	Exploring the Secondary Risks of Large Language Models. CoRR Jiawei Chen, Zhengwei Fang, Xiao Yang, Chao Yu, Zhaoxia Yin, Hang Su
2025	J	`jnl`	Face3DAdv: Exploiting Robust Adversarial 3D Patches on Physical Face Recognition. Int. J. Comput. Vis. Xiao Yang, Longlong Xu, Tianyu Pang, Yinpeng Dong, Yikai Wang, Hang Su, Jun Zhu
2025	A*	`conf`	From Pixels to Tokens: Revisiting Object Hallucinations in Large Vision-Language Models. ACM Multimedia Yuying Shang, Xinyi Zeng, Yutao Zhu, Xiao Yang, Zhengwei Fang, Jingyuan Zhang, Jiawei Chen, Zinan Liu, Yu Tian
2025	J	`jnl`	ImAdv: Transferable Implicit Adversarial Attack for 3D Object Detectors in Autonomous Driving. IEEE Trans. Big Data Zijian Zhu, Xiao Yang, Hang Su, Shu Zhao, Shibao Zheng
2025	J	`jnl`	KG-DF: A Black-box Defense Framework against Jailbreak Attacks Based on Knowledge Graphs. CoRR Shuyuan Liu, Jiawei Chen, Xiao Yang, Hang Su, Zhaoxia Yin
2025	J	`jnl`	MLA-Trust: Benchmarking Trustworthiness of Multimodal LLM Agents in GUI Environments. CoRR Xiao Yang, Jiawei Chen, Jun Luo, Zhengwei Fang, Yinpeng Dong, Hang Su, Jun Zhu
2025	J	`jnl`	Reinforced Embodied Active Defense: Exploiting Adaptive Interaction for Robust Visual Perception in Adversarial 3D Environments. CoRR Xiao Yang, Lingxuan Wu, Lizhong Wang, Chengyang Ying, Hang Su, Jun Zhu
2025	J	`jnl`	Reinforced Embodied Active Defense: Exploiting Adaptive Interaction for Robust Visual Perception in Adversarial 3D Environments. IEEE Trans. Pattern Anal. Mach. Intell. Xiao Yang, Lingxuan Wu, Lizhong Wang, Chengyang Ying, Hang Su, Jun Zhu
2025	A*	`conf`	STAIR: Improving Safety Alignment with Introspective Reasoning. ICML Yichi Zhang, Siyuan Zhang, Yao Huang, Zeyu Xia, Zhengwei Fang, Xiao Yang, Ranjie Duan, Dong Yan, Yinpeng Dong, Jun Zhu
2025	J	`jnl`	STAIR: Improving Safety Alignment with Introspective Reasoning. CoRR Yichi Zhang, Siyuan Zhang, Yao Huang, Zeyu Xia, Zhengwei Fang, Xiao Yang, Ranjie Duan, Dong Yan, Yinpeng Dong, Jun Zhu
2025	J	`jnl`	Unveiling Trust in Multimodal Large Language Models: Evaluation, Analysis, and Mitigation. CoRR Yichi Zhang, Yao Huang, Yifan Wang, Yitong Sun, Chang Liu, Zhe Zhao, Zhengwei Fang, Huanran Chen, Xiao Yang, Xingxing Wei, Hang Su, Yinpeng Dong, Jun Zhu
2024	J	`jnl`	AutoBreach: Universal and Adaptive Jailbreaking with Efficient Wordplay-Guided Optimization. CoRR Jiawei Chen, Xiao Yang, Zhengwei Fang, Yu Tian, Yinpeng Dong, Zhaoxia Yin, Hang Su
2024	J	`jnl`	BSPA: Exploring Black-box Stealthy Prompt Attacks against Image Generators. CoRR Yu Tian, Xiao Yang, Yinpeng Dong, Heming Yang, Hang Su, Jun Zhu
2024	J	`jnl`	Benchmarking Trustworthiness of Multimodal Large Language Models: A Comprehensive Study. CoRR Yichi Zhang, Yao Huang, Yitong Sun, Chang Liu, Zhe Zhao, Zhengwei Fang, Yifan Wang, Huanran Chen, Xiao Yang, Xingxing Wei, Hang Su, Yinpeng Dong, Jun Zhu
2024	A*	`conf`	Diffusion Models are Certifiably Robust Classifiers. NeurIPS Huanran Chen, Yinpeng Dong, Shitong Shao, Zhongkai Hao, Xiao Yang, Hang Su, Jun Zhu
2024	J	`jnl`	Efficient Adversarial Attack Strategy Against 3D Object Detection in Autonomous Driving Systems. IEEE Trans. Intell. Transp. Syst. Hai Chen, Huanqian Yan, Xiao Yang, Hang Su, Shu Zhao, Fulan Qian
2024	A*	`conf`	Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior. ICML Shuyu Cheng, Yibo Miao, Yinpeng Dong, Xiao Yang, Xiao-Shan Gao, Jun Zhu
2024	J	`jnl`	Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior. CoRR Shuyu Cheng, Yibo Miao, Yinpeng Dong, Xiao Yang, Xiao-Shan Gao, Jun Zhu
2024	A*	`conf`	Embodied Active Defense: Leveraging Recurrent Feedback to Counter Adversarial Patches. ICLR Lingxuan Wu, Xiao Yang, Yinpeng Dong, Liuwei Xie, Hang Su, Jun Zhu
2024	J	`jnl`	Embodied Active Defense: Leveraging Recurrent Feedback to Counter Adversarial Patches. CoRR Lingxuan Wu, Xiao Yang, Yinpeng Dong, Liuwei Xie, Hang Su, Jun Zhu
2024	J	`jnl`	FaceCat: Enhancing Face Recognition Security with a Unified Generative Model Framework. CoRR Jiawei Chen, Xiao Yang, Yinpeng Dong, Hang Su, Jianteng Peng, Zhaoxia Yin
2024	J	`jnl`	From Pixels to Tokens: Revisiting Object Hallucinations in Large Vision-Language Models. CoRR Yuying Shang, Xinyi Zeng, Yutao Zhu, Xiao Yang, Zhengwei Fang, Jingyuan Zhang, Jiawei Chen, Zinan Liu, Yu Tian
2024	A*	`conf`	Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective. NeurIPS Yibo Miao, Yinpeng Dong, Jinlai Zhang, Lijia Yu, Xiao Yang, Xiao-Shan Gao
2024	A*	`conf`	MultiTrust: A Comprehensive Benchmark Towards Trustworthy Multimodal Large Language Models. NeurIPS Yichi Zhang, Yao Huang, Yitong Sun, Chang Liu, Zhe Zhao, Zhengwei Fang, Yifan Wang, Huanran Chen, Xiao Yang, Xingxing Wei, Hang Su, Yinpeng Dong, Jun Zhu
2024	A*	`conf`	Rethinking Model Ensemble in Transfer-based Adversarial Attacks. ICLR Huanran Chen, Yichi Zhang, Yinpeng Dong, Xiao Yang, Hang Su, Jun Zhu
2024	A*	`conf`	Robust Classification via a Single Diffusion Model. ICML Huanran Chen, Yinpeng Dong, Zhengyi Wang, Xiao Yang, Chengqi Duan, Hang Su, Jun Zhu
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
2024	J	`jnl`	Your Diffusion Model is Secretly a Certifiably Robust Classifier. CoRR Huanran Chen, Yinpeng Dong, Shitong Shao, Zhongkai Hao, Xiao Yang, Hang Su, Jun Zhu
2023	J	`jnl`	A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking. CoRR Chang Liu, Yinpeng Dong, Wenzhao Xiang, Xiao Yang, Hang Su, Jun Zhu, Yuefeng Chen, Yuan He, Hui Xue, Shibao Zheng
2023	J	`jnl`	A Recipe for Watermarking Diffusion Models. CoRR Yunqing Zhao, Tianyu Pang, Chao Du, Xiao Yang, Ngai-Man Cheung, Min Lin
2023	J	`jnl`	AdvFAS: A robust face anti-spoofing framework against adversarial examples. CoRR Jiawei Chen, Xiao Yang, Heng Yin, Mingzhi Ma, Bihui Chen, Jianteng Peng, Yandong Guo, Zhaoxia Yin, Hang Su
2023	J	`jnl`	AdvFAS: A robust face anti-spoofing framework against adversarial examples. Comput. Vis. Image Underst. Jiawei Chen, Xiao Yang, Heng Yin, Mingzhi Ma, Bihui Chen, Jianteng Peng, Yandong Guo, Zhaoxia Yin, Hang Su
2023	A*	`conf`	Benchmarking Robustness of 3D Object Detection to Common Corruptions in Autonomous Driving. CVPR Yinpeng Dong, Caixin Kang, Jinlai Zhang, Zijian Zhu, Yikai Wang, Xiao Yang, Hang Su, Xingxing Wei, Jun Zhu
2023	J	`jnl`	Benchmarking Robustness of 3D Object Detection to Common Corruptions in Autonomous Driving. CoRR Yinpeng Dong, Caixin Kang, Jinlai Zhang, Zijian Zhu, Yikai Wang, Xiao Yang, Hang Su, Xingxing Wei, Jun Zhu
2023	J	`jnl`	How Robust is Google's Bard to Adversarial Image Attacks? CoRR Yinpeng Dong, Huanran Chen, Jiawei Chen, Zhengwei Fang, Xiao Yang, Yichi Zhang, Yu Tian, Hang Su, Jun Zhu
2023	A*	`conf`	On Evaluating Adversarial Robustness of Large Vision-Language Models. NeurIPS Yunqing Zhao, Tianyu Pang, Chao Du, Xiao Yang, Chongxuan Li, Ngai-Man Cheung, Min Lin
2023	J	`jnl`	On Evaluating Adversarial Robustness of Large Vision-Language Models. CoRR Yunqing Zhao, Tianyu Pang, Chao Du, Xiao Yang, Chongxuan Li, Ngai-Man Cheung, Min Lin
2023	J	`jnl`	Robust Classification via a Single Diffusion Model. CoRR Huanran Chen, Yinpeng Dong, Zhengyi Wang, Xiao Yang, Chengqi Duan, Hang Su, Jun Zhu
2023	A*	`conf`	Root Pose Decomposition Towards Generic Non-rigid 3D Reconstruction with Monocular Videos. ICCV Yikai Wang, Yinpeng Dong, Fuchun Sun, Xiao Yang
2023	J	`jnl`	Root Pose Decomposition Towards Generic Non-rigid 3D Reconstruction with Monocular Videos. CoRR Yikai Wang, Yinpeng Dong, Fuchun Sun, Xiao Yang
2023	A*	`conf`	Towards Effective Adversarial Textured 3D Meshes on Physical Face Recognition. CVPR Xiao Yang, Chang Liu, Longlong Xu, Yikai Wang, Yinpeng Dong, Ning Chen, Hang Su, Jun Zhu
2023	J	`jnl`	Towards Effective Adversarial Textured 3D Meshes on Physical Face Recognition. CoRR Xiao Yang, Chang Liu, Longlong Xu, Yikai Wang, Yinpeng Dong, Ning Chen, Hang Su, Jun Zhu
2022	—	`conf`	Boosting Transferability of Targeted Adversarial Examples via Hierarchical Generative Networks. ECCV (4) Xiao Yang, Yinpeng Dong, Tianyu Pang, Hang Su, Jun Zhu
2022	J	`jnl`	Controllable Evaluation and Generation of Physical Adversarial Patch on Face Recognition. CoRR Xiao Yang, Yinpeng Dong, Tianyu Pang, Zihao Xiao, Hang Su, Jun Zhu
2022	A*	`conf`	DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR. ICLR Shilong Liu, Feng Li, Hao Zhang, Xiao Yang, Xianbiao Qi, Hang Su, Jun Zhu, Lei Zhang
2022	J	`jnl`	DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR. CoRR Shilong Liu, Feng Li, Hao Zhang, Xiao Yang, Xianbiao Qi, Hang Su, Jun Zhu, Lei Zhang
2022	A*	`conf`	Exploring Memorization in Adversarial Training. ICLR Yinpeng Dong, Ke Xu, Xiao Yang, Tianyu Pang, Zhijie Deng, Hang Su, Jun Zhu
2022	A*	`conf`	Robustness and Accuracy Could Be Reconcilable by (Proper) Definition. ICML Tianyu Pang, Min Lin, Xiao Yang, Jun Zhu, Shuicheng Yan
2022	J	`jnl`	Robustness and Accuracy Could Be Reconcilable by (Proper) Definition. CoRR Tianyu Pang, Min Lin, Xiao Yang, Jun Zhu, Shuicheng Yan
2022	J	`jnl`	Towards generalizable detection of face forgery via self-guided model-agnostic learning. Pattern Recognit. Lett. Xiao Yang, Shilong Liu, Yinpeng Dong, Hang Su, Lei Zhang, Jun Zhu
2021	A*	`conf`	Accumulative Poisoning Attacks on Real-time Data. NeurIPS Tianyu Pang, Xiao Yang, Yinpeng Dong, Hang Su, Jun Zhu
2021	J	`jnl`	Accumulative Poisoning Attacks on Real-time Data. CoRR Tianyu Pang, Xiao Yang, Yinpeng Dong, Hang Su, Jun Zhu
2021	J	`jnl`	Adversarial Attacks on ML Defense Models Competition. CoRR Yinpeng Dong, Qi-An Fu, Xiao Yang, Wenzhao Xiang, Tianyu Pang, Hang Su, Jun Zhu, Jiayu Tang, Yuefeng Chen, Xiaofeng Mao, Yuan He, Hui Xue, Chao Li, Ye Liu, Qilong Zhang, Lianli Gao, Yunrui Yu, Xitong Gao, Zhe Zhao, Daquan Lin, Jiadong Lin, Chuanbiao Song, Zihao Wang, Zhennan Wu, Yang Guo, Jiequan Cui, Xiaogang Xu, Pengguang Chen
2021	J	`jnl`	Adversarial Semantic Contour for Object Detection. CoRR Yichi Zhang, Zijian Zhu, Xiao Yang, Jun Zhu
2021	A*	`conf`	Bag of Tricks for Adversarial Training. ICLR Tianyu Pang, Xiao Yang, Yinpeng Dong, Hang Su, Jun Zhu
2021	A*	`conf`	Black-box Detection of Backdoor Attacks with Limited Information and Data. ICCV Yinpeng Dong, Xiao Yang, Zhijie Deng, Tianyu Pang, Zihao Xiao, Hang Su, Jun Zhu
2021	J	`jnl`	Black-box Detection of Backdoor Attacks with Limited Information and Data. CoRR Yinpeng Dong, Xiao Yang, Zhijie Deng, Tianyu Pang, Zihao Xiao, Hang Su, Jun Zhu
2021	J	`jnl`	Boosting Transferability of Targeted Adversarial Examples via Hierarchical Generative Networks. CoRR Xiao Yang, Yinpeng Dong, Tianyu Pang, Hang Su, Jun Zhu
2021	J	`jnl`	Exploring Memorization in Adversarial Training. CoRR Yinpeng Dong, Ke Xu, Xiao Yang, Tianyu Pang, Zhijie Deng, Hang Su, Jun Zhu
2021	A*	`conf`	LiBRe: A Practical Bayesian Approach to Adversarial Detection. CVPR Zhijie Deng, Xiao Yang, Shizhen Xu, Hang Su, Jun Zhu
2021	J	`jnl`	LiBRe: A Practical Bayesian Approach to Adversarial Detection. CoRR Zhijie Deng, Xiao Yang, Shizhen Xu, Hang Su, Jun Zhu
2021	J	`jnl`	Model-Agnostic Meta-Attack: Towards Reliable Evaluation of Adversarial Robustness. CoRR Xiao Yang, Yinpeng Dong, Wenzhao Xiang, Tianyu Pang, Hang Su, Jun Zhu
2021	J	`jnl`	Query2Label: A Simple Transformer Way to Multi-Label Classification. CoRR Shilong Liu, Lei Zhang, Xiao Yang, Hang Su, Jun Zhu
2021	A*	`conf`	Towards Face Encryption by Generating Adversarial Identity Masks. ICCV Xiao Yang, Yinpeng Dong, Tianyu Pang, Hang Su, Jun Zhu, Yuefeng Chen, Hui Xue
2021	J	`jnl`	Unrestricted Adversarial Attacks on ImageNet Competition. CoRR Yuefeng Chen, Xiaofeng Mao, Yuan He, Hui Xue, Chao Li, Yinpeng Dong, Qi-An Fu, Xiao Yang, Wenzhao Xiang, Tianyu Pang, Hang Su, Jun Zhu, Fangcheng Liu, Chao Zhang, Hongyang Zhang, Yichi Zhang, Shilong Liu, Chang Liu, Wenzhao Xiang, Yajie Wang, Huipeng Zhou, Haoran Lyu, Yidan Xu, Zixuan Xu, Taoyu Zhu, Wenjun Li, Xianfeng Gao, Guoqiu Wang, Huanqian Yan, Ying Guo, Chaoning Zhang, Zheng Fang, Yang Wang, Bingyang Fu, Yunfei Zheng, Yekui Wang, Haorong Luo, Zhen Yang
2021	A*	`conf`	Unsupervised Part Segmentation Through Disentangling Appearance and Shape. CVPR Shilong Liu, Lei Zhang, Xiao Yang, Hang Su, Jun Zhu
2021	J	`jnl`	Unsupervised Part Segmentation through Disentangling Appearance and Shape. CoRR Shilong Liu, Lei Zhang, Xiao Yang, Hang Su, Jun Zhu
2020	J	`jnl`	Bag of Tricks for Adversarial Training. CoRR Tianyu Pang, Xiao Yang, Yinpeng Dong, Hang Su, Jun Zhu
2020	J	`jnl`	BayesAdapter: Being Bayesian, Inexpensively and Robustly, via Bayeisan Fine-tuning. CoRR Zhijie Deng, Xiao Yang, Hao Zhang, Yinpeng Dong, Jun Zhu
2020	A*	`conf`	Benchmarking Adversarial Robustness on Image Classification. CVPR Yinpeng Dong, Qi-An Fu, Xiao Yang, Tianyu Pang, Hang Su, Zihao Xiao, Jun Zhu
2020	A*	`conf`	Boosting Adversarial Training with Hypersphere Embedding. NeurIPS Tianyu Pang, Xiao Yang, Yinpeng Dong, Taufik Xu, Jun Zhu, Hang Su
2020	J	`jnl`	Boosting Adversarial Training with Hypersphere Embedding. CoRR Tianyu Pang, Xiao Yang, Yinpeng Dong, Kun Xu, Hang Su, Jun Zhu
2020	J	`jnl`	Delving into the Adversarial Robustness on Face Recognition. CoRR Xiao Yang, Dingcheng Yang, Yinpeng Dong, Wenjian Yu, Hang Su, Jun Zhu
2020	—	`conf`	Design and Interpretation of Universal Adversarial Patches in Face Detection. ECCV (17) Xiao Yang, Fangyun Wei, Hongyang Zhang, Jun Zhu
2020	J	`jnl`	Towards Privacy Protection by Generating Adversarial Identity Masks. CoRR Xiao Yang, Yinpeng Dong, Tianyu Pang, Jun Zhu, Hang Su
2019	J	`jnl`	Benchmarking Adversarial Robustness. CoRR Yinpeng Dong, Qi-An Fu, Xiao Yang, Tianyu Pang, Hang Su, Zihao Xiao, Jun Zhu
2019	J	`jnl`	Design and Interpretation of Universal Adversarial Patches in Face Detection. CoRR Xiao Yang, Fangyun Wei, Hongyang Zhang, Xiang Ming, Jun Zhu
2018	J	`jnl`	Recognizing Facial Sketches by Generating Photorealistic Faces Guided by Descriptive Attributes. IEEE Access Xinzhe Li, Xiao Yang, Hang Su, Qin Zhou, Shibao Zheng
2018	Misc	`conf`	Recognizing Minimal Facial Sketch by Generating Photorealistic Faces With the Guidance of Descriptive Attributes. ICASSP Xiao Yang, Hang Su, Qin Zhou, Xinzhe Li, Shibao Zheng