教育背景

2013年9月-2017年6月，中国石油大学（北京）测控技术与仪器，工学学士

2017年9月-2018年9月，北京交通大学，信号与信息处理，工学硕士

2018年9月-2024年3月，北京交通大学，信号与信息处理，工学博士

2021年11月-2022年11月，新加坡南洋理工大学，信号与信息处理，博士联合培养

工作履历

2024.4-至今 中国石油大学（北京）人工智能学院 特任岗位副教授

研究领域

多媒体信息安全；隐私保护；算法及软件系统

项目成果

国家自然科学基金重点项目：面向深度操纵图像的检测与防御方法研究（2024-2028）

代表论文

1.Yang Yu, Xiaohui Zhao, Rongrong Ni, Siyuan Yang, Yao Zhao, Alex C. Kot. Augmented Multi-Scale Spatio-temporal Inconsistency Magnifier for Generalized DeepFake Detection[J]. IEEE Transactions on Multimedia (TMM), 2023. (中科院SCI一区)

2.Yang Yu, Rongrong Ni, Siyuan Yang, Yao Zhao, Alex C. Kot. Narrowing Domain Gaps with Bridging Samples for Generalized Face Forgery Detection[J]. IEEE Transactions on Multimedia (TMM), 2023. (中科院SCI一区)

3.Yang Yu, Rongrong Ni, Yao Zhao, Siyuan Yang, Fen Xia, Ning Jiang, Guoqing Zhao. MSVT: Multiple Spatio-temporal Views Transformer for DeepFake Video Detection[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023. (中科院SCI一区)

4.Yang Yu, Xiaolong Liu, Rongrong Ni, Siyuan Yang, Yao Zhao, Alex C. Kot. PVASS-MDD: Predictive Visual-audio Alignment Self-supervision for Multimodal Deepfake Detection[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023. (中科院SCI一区)

5.Yang Yu, Rongrong Ni, Wenjie Li, Yao Zhao. Detection of AI-Manipulated Fake Faces via Mining Generalized Features[J]. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2022. (中科院SCI二区)

6.Yang Yu, Haichao Yao, Rongrong Ni, Yao Zhao. Detection of fake high definition for HEVC videos based on prediction mode feature[J]. Signal Processing (SP), 2020. (中科院SCI二区)

7.Xiaolong Liu, Yang Yu, Xiaolong Li, Yao Zhao. MCL: Multimodal Contrastive Learning for Deepfake Detection[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023. (中科院SCI一区)

8. Xiaolong Liu, Yang Yu, Xiaolong Li, Yao Zhao, Guodong Guo. TCSD: Triple Complementary Streams Detector for Comprehensive Deepfake Detection[J]. ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM), 2023. (中科院SCI二区)

9.Xiaolong Liu, Yang Yu, Xiaolong Li, Yao Zhao. Magnifying Multimodal Forgery Clues for Deepfake Detecetion[J]. Signal Processing: Image Communication (SPIC), 2023. (中科院SCI二区)

10.Rui Zhai, Rongrong Ni, Yu Chen, Yang Yu, Yao Zhao. Defending fake via warning: Universal proactive defense against face manipulation[J]. IEEE Signal Processing Letters (SPL), 2023.(中科院SCI二区)

11. Xiaohui Zhao, Yang Yu, Rongrong Ni, Yao Zhao. Exploring complementarity of global and local spatiotemporal information for fake face video detection[C]. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2022. (CCF-B类会议)

12.Tingting Chen, Yang Yu, Rongrong Ni, Yao Zhao. Information Adversarial Disentanglement for Face Swapping[C]. Pattern Recognition and Computer Vision (PRCV), 2022.(CCF-C类会议)

学术兼职

TIFS、TMM、TCSVT、TAI期刊审稿人；

ICASSP、ICME、CVPR会议审稿人

授权专利

一种基于固有特征挖掘的AI伪造人脸检测方法, 专利号： CN113435292B