李岳尊

李岳尊
副教授基本信息
本硕毕业于山东大学,博士毕业于美国纽约州立大学奥尔巴尼分校。 曾在纽约州立大学布法罗分校进行研究工作(Senior Research Scientist)。
研究方向为计算机视觉分析与安全,研究成果发表于NeurIPS, ICCV, CVPR, ECCV, TIFS, TIP, TDSC等多个国际顶级会议和期刊,谷歌学术引用,多篇论文的单篇学术引用超过1300次(最高被引2000余次), 其中一成果曾被CCTV13《世界周刊深度伪造专题》报道 [7:43]。
担任TPAMI, TIP, IJCV, TIFS, ICCV, CVPR, AAAI, NeurIPS, ICLR等多个国际顶级期刊和会议的审稿人。 主持国家自然科学青年基金、山东省自然科学青年基金、博士后面上项目和站前特别资助项目、中央高校基本科研业务费、青岛市博士后项目等多个项目。 曾获2024年ACM青岛新星奖,连续三年(2023/2024/2025)入选全球前2%顶尖科学家榜单。
个人主页:https://yuezunli.github.io. ⭐ 欢迎对计算机视觉、机器学习感兴趣的同学加入课题组 [VAS lab] [POVA lab]。
⭐ News [2025.07]: ⭐⭐深度伪造数据集Celeb-DF++已开放下载,欢迎使用. (Extension of Celeb-DF (CVPR'20))⭐⭐ [2025.10]: 祝贺姜锦琨关于域适应的工作HG-SFDA被TIP接收. (CCF A、中科院一区) [2025.09]: 入选2025全球前2%顶尖科学家榜单.✨✨ [2025.07]: 祝贺朱德龙关于深度伪造主动防御的工作被TDSC接收. (CCF A、中科院一区) [2025.05]: 祝贺吕清轩关于水下立体匹配的工作被TCSVT接收. (CCF B、中科院一区) [2025.03]: 祝贺王旭东关于图像篡改检测的工作被知名多媒体会议ICME接收. (CCF B) [2025.02]: 祝贺崔欣洁关于可泛化人脸鉴伪的工作被视觉顶会CVPR接收.(CCF A) [2025.02]: 祝贺袁帅威关于鉴伪模型安全性的工作被视觉顶会CVPR接收.(CCF A) [2024.11]: 祝贺于阳关于浮游植物跟踪的工作被TCSVT接收.(CCF B、中科院一区) [2024.10]: 祝贺李云飞关于序列化深度伪造检测的工作TSOM被知名视觉会议WACV接收.(Oral) [2024.09]: 祝贺李汉哲关于深度伪造检测的工作FreqBlender被机器学习顶会NeurIPS接收. (CCF A) [2024.09]: 祝贺张东亮关于跨质量深度伪造检测的工作DPL被知名视觉会议ACCV接收. (CCF C) [2024.08]: 祝贺康腾甲关于三维网格对抗攻击的工作TPAM被知名图形学会议Pacific Graphics (PG) 接收. (CCF B) [2024.07]: 祝贺张迎关于图像修复检测的工作Mumpy被知名视觉会议BMVC接收. (CCF C、TH-CPL B) [2024.07]: 祝贺张仰祥关于高效图像篡改检测的工作FastForensics被知名视觉会议BMVC接收. (CCF C、TH-CPL B) [2024.07]: 祝贺吕清轩关于可迁移深度伪造检测的工作被信息安全顶刊TIFS接收. (CCF A、中科院一区)
项目
1. 山东省自然科学基金, 青年基金项目, 2025 ~ 2027, 负责人
2. 国家自然科学基金, 青年基金项目, 2025 ~ 2027, 负责人
3. 中国博士后科学基金会, 科学基金第70批面上资助, 2021/08 ~ 2022/12, 负责人
4. 国家自然科学基金, 面上基金项目, 2022/01 ~ 2025/01, 参与人
5. 中国博士后科学基金会, 科学基金第3批特别资助(站前), 2021/06 ~ 2022/06, 负责人
6. 中央高校基本科研业务费, 青年教师科研专项基金, 2022/01 ~ 2023/12, 负责人
7. 青岛市, 青岛市博士后项目, 2021 ~ 2022, 负责人
获奖
1. 2024, ACM青岛新星奖,
2. 2024, 优秀本科毕业论文(设计)指导老师,
3. 2023, 第四届华数杯全国大学生数学建模竞赛二等奖,指导老师,
4. 2022, SRDP(国家级)指导老师,
论文
1. 以下为代表性论文,详见个人主页https://yuezunli.github.io/。(+:指导的学生,#:通讯作者),
2. Jinkun Jiang+, Qingxuan Lv, Yuezun Li#, Yong Du, Junyu Dong#, Sheng Chen, Hui Yu. HG-SFDA: HyperGraph Learning Meets Source-free Unsupervised Domain Adaptation, IEEE Transactions on Image Processing (TIP), 2025, [CCF A, 中科院一区],
3. Delong Zhu+, Yuezun Li#, Baoyuan Wu, Jiaran Zhou, Zhibo Wang, Siwei Lyu. Hiding Faces in Plain Sight: Defending DeepFakes by Disrupting Face Detection, IEEE Transactions On Dependable And Secure Computing (TDSC), 2025, [CCF A, 中科院一区],
4. Qingxuan Lv+, Junyu Dong#, Yuezun Li#, Sheng Chen, Hui Yu, Shu Zhang, Wenhan Wang. UWStereo: A Large Synthetic Dataset for Underwater Stereo Matching, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025, [CCF B, 中科院一区],
5. Xinjie Cui+, Yuezun Li#, Ao Luo, Jiaran Zhou, Junyu Dong. Forensics Adapter: Adapting CLIP for Generalizable Face Forgery Detection, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025, [CCF A],
6. Shuaiwei Yuan+, Junyu Dong, Yuezun Li#. Where the Devil Hides: Deepfake Detectors Can No Longer Be Trusted, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025, [CCF A],
7. Yunfei Li+, Yuezun Li#, Xin Wang, Baoyuan Wu, Jiaran Zhou, Junyu Dong. Texture, Shape and Order Matter: A New Transformer Design for Sequential DeepFake Detection, IEEE Winter Conference on Applications of Computer Vision (WACV), 2025, [CVF之一, Oral],
8. Yang Yu+, Qingxuan Lv, Yuezun Li#, Zhiqiang Wei, Junyu Dong#. PhyTracker: An Online Tracker for Phytoplankton, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024, [CCF B, 中科院一区],
9. Hanzhe Li+, Jiaran Zhou, Yuezun Li#, Baoyuan Wu, Bin Li, Junyu Dong. FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge, The Annual Conference on Neural Information Processing Systems (NeurIPS), 2024, [CCF A],
10. Qingxuan Lv+, Yuezun Li#, Junyu Dong#, Sheng Chen, Hui Yu, Huiyu Zhou, Shu Zhang. DomainForensics: Exposing Face Forgery across Domains via Bi-directional Adaptation, IEEE Transactions on Information Forensics and Security (TIFS), 2024, [CCF A, 中科院一区],
11. Jiucui Lu+, Jiaran Zhou#, Junyu Dong, Bin Li, Siwei Lyu, Yuezun Li#. ForensicsForest Family: A Series of Multi-scale Hierarchical Cascade Forests for Detecting GAN-generated Faces, IEEE Transactions on Information Forensics and Security (TIFS), 2024, [CCF A, 中科院一区],
12. Ying Zhang+, Yuezun Li#, Bo Peng, Jiaran Zhou, Huiyu Zhou, Junyu Dong. Mumpy: Multilateral Temporal-view Pyramid Transformer for Video Inpainting Detection, British Machine Vision Conference (BMVC), 2024, [CCF C, TH-CPL B],
13. Yangxiang Zhang+, Yuezun Li#, Ao Luo, Jiaran Zhou, Junyu Dong. FastForensics: Efficient Two-Stream Design for Real-Time Image Manipulation Detection, British Machine Vision Conference (BMVC), 2024, [CCF C, TH-CPL B],
14. Yuzhen Lin, Wentang Song, Bin Li, Yuezun Li, Jiangqun Ni, Han Chen, Qiushi Li. Fake It till You Make It: Curricular Dynamic Forgery Augmentations towards General Deepfake Detection, European Conference on Computer Vision (ECCV), 2024, [CCF B, TH-CPL A],
15. Cong Zhang+, Honggang Qi, Shuhui Wang, Yuezun Li#, Siwei Lyu. COMICS: End-to-end Bi-grained Contrastive Learning for Multi-face Forgery Detection, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024, [CCF B, 中科院一区],
16. Pu Sun+, Honggang Qi, Yuezun Li#, Siwei Lyu. FakeTracer: Catching Face-swap DeepFakes via Implanting Traces in Training, IEEE Transactions on Emerging Topics in Computing (TETC), 2024, [中科院二区],
17. Yuezun Li, Pu Sun, Honggang Qi, Siwei Lyu. LandmarkBreaker: A Proactive Method to Obstruct DeepFakes via Disrupting Facial Landmark Extraction, Computer Vision and Image Understanding (CVIU), 2024, [CCF B],
18. Yuezun Li, Cong Zhang, Honggang Qi, Siwei Lyu. AdaNI: Adaptive Noise Injection to Improve Adversarial Robustness, Computer Vision and Image Understanding (CVIU), 2024, [CCF B],
19. Qingxuan Lv+, Yuezun Li#, Junyu Dong#, Ziqian Guo. LaFea: Learning Latent Representation beyond Feature for Universal Domain Adaptation, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2023, [CCF B, 中科院一区],
20. Yuezun Li, Yiming Li, Baoyuan Wu, Longkang Li, Ran He, Siwei Lyu. Invisible Backdoor Attack with Sample-Specific Triggers, IEEE International Conference on Computer Vision (ICCV), 2021, [CCF A],
21. Yuezun Li, Xin Yang, Pu Sun, Honggang Qi, Siwei Lyu. Celeb-DF: A Large-scale Challenging Dataset for DeepFake Forensics, IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2020, [CCF A],
课程
1. (2021春季)机器人学小组项目Ⅰ, 本科,
2. (2021-至今秋季)离散数学2, 本科,
3. (2022春季)面向对象的程序设计, 本科,
4. (2025春季)Image Processing and Pattern Recognition, 研究生(留学生),
5. (2023-2024春季)离散数学2(中外), 本科,