Yinpeng Dong - Publications, H-index & Citations

Yinpeng Dong

tsinghua-bosch joint center for ml

34H指数

180论文数

8.4K被引数

收录论文 10

发表时间

MLA-Trust: Benchmarking Trustworthiness of Multimodal LLM Agents in GUI Environments MLA-Trust：在GUI环境中评估多模态大型语言模型代理的可信度

International Journal of Computer Vision

IF9.3

2026-09-11

PREAI

Xiao Yang; Jiawei Chen; Jun Luo; Zhengwei Fang; Yinpeng Dong; Hang Su; Jun Zhu

Improving Viewpoint Robustness for Visual Recognition via Adversarial Training 通过对抗训练提升视觉识别的视角鲁棒性

IEEE Transactions on Pattern Analysis and Machine Intelligence

IF18.6

2026-06-18

PREAI

Shouwei Ruan; Yinpeng Dong; Hang Su; Ning Chen; Haibin Duan; Xingxing Wei

RobustPrompt: Learning to defend against adversarial attacks with adaptive visual prompts

PATTERN RECOGNITION LETTERS

IF3.3

2025-04-01

PREAI

Liu, Chang; Xiang, Wenzhao; Dong, Yinpeng; Zhang, Xingxing; Wang, Liyuan; Duan, Ranjie; Zheng, Shibao; Su, Hang

Exploring Transferability of Multimodal Adversarial Samples for Vision-Language Pre-Training Models With Contrastive Learning 探索对比学习方法下视觉-语言预训练模型的跨模态对抗样本迁移性

IEEE Transactions on Multimedia

IF9.7

2025-01-01

OAAI

Youze Wang; Wenbo Hu; Yinpeng Dong; Hanwang Zhang; Hang Su; Richang Hong

A Comprehensive Study on Robustness of Image Classification Models: Benchmarking and Rethinking 图像分类模型鲁棒性综合研究: 基准测试与再思考

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2024-08-09

PREAI

Liu, Chang; Dong, Yinpeng; Xiang, Wenzhao; Yang, Xiao; Su, Hang; Zhu, Jun; Chen, Yuefeng; He, Yuan; Xue, Hui; Zheng, Shibao

Face3DAdv: Exploiting Robust Adversarial 3D Patches on Physical Face Recognition Face3DAdv: 在物理人脸识别上利用强大的对抗性3D补丁

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2024-07-28

PREAI

Yang, Xiao; Xu, Longlong; Pang, Tianyu; Dong, Yinpeng; Wang, Yikai; Su, Hang; Zhu, Jun

Competition on robust deep learning

NATIONAL SCIENCE REVIEW

IF17.1

2023-04-07

OAAI

Dong, Yinpeng; Liu, Chang; Xiang, Wenzhao; Su, Hang; Zhu, Jun

The Art of Defense: Letting Networks Fool the Attacker

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2023-01-01

OAAI

Zhang, Jinlai; Dong, Yinpeng; Kuang, Minchi; Liu, Binbin; Ouyang, Bo; Zhu, Jihong; Wang, Houqing; Meng, Yanmei

Towards generalizable detection of face forgery via self-guided model-agnostic learning 通过自我引导的与模型无关的学习实现人脸伪造的泛化检测

PATTERN RECOGNITION LETTERS

IF3.3

2022-08-01

PREAI

Yang, Xiao; Liu, Shilong; Dong, Yinpeng; Su, Hang; Zhang, Lei; Zhu, Jun

Stochastic Quantization for Learning Accurate Low-Bit Deep Neural Networks 用于学习精确低比特深度神经网络的随机量化

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2019-03-02

PREAI

Dong, Yinpeng; Ni, Renkun; Li, Jianguo; Chen, Yurong; Su, Hang; Zhu, Jun

研究方向