I am an Assistant Professor at Nanjing University, working in the NJU-PR group led by Prof. Caifeng Shan and Prof. Tieniu Tan. Before that, I obtained my Ph.D from New Laboratory of Pattern Recognition (NLPR), Institute of Automation, Chinese Academy of Sciences (CASIA) in 2024, supervised by Prof. Tieniu Tan and Prof. Jing Dong.
My research interests mainly focus on these aspects:-
Generative Models: reliable generative models, diffusion models, AR models, GAN models;
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Safety and Robust AI System: adversarial attack and defense; privacy and data protection.
🔈JOIN US!
现有2-3个2025年入学的（考研）硕士研究生名额，感兴趣的同学请尽快联系。常年招收实习生、博士后，与谭铁牛院士、单彩峰教授联合培养。诚邀对以下研究方向感兴趣的同学加入，共同探索前沿技术与应用：
- 图像/视频生成与编辑：多模态内容生成、可控图像合成等。
- 安全可控生成：通过水印嵌入、内容溯源、伦理对齐等手段，确保生成内容的合规性和可靠性。
- 对抗攻防与模型安全：大模型内生安全，包括越狱攻击、后门植入、提示注入等；虚假内容检测，包括虚假新闻、虚假图像/视频等。
我们提供与新加坡国立大学、南洋理工大学、北京邮电大学、中科院自动化所学者以及华为、美团、腾讯、字节、蚂蚁等企业专家的交流合作机会！
🔥 News
- 2025.01: One paper has been accepted by ICLR 2025 (CAAI-A).
- 2024.11: One paper has been awarded the Best Research Paper Award of ICPR MMVPR Workshop.
- 2024.10: Our team has won the 3rd place in the Multi-Modal Visual Pattern Recognition Challenge # Track 3 @ ICPR2024.
- 2024.08: I have joined Nanjing University (Suzhou Campus) as an Assistant Professor.
- 2024.07: One paper has been accepted by ACM MM 2024 (CCF-A).
- 2024.04: One paper has been accepted by Machine Intelligence Research. (IF=6.4)
- 2024.04: One paper has been published in TCSVT. (IF=8.4)
- 2024.01: One paper has been published in TMM. (IF=8.4)
- 2023.04: One paper has been accepted by CVPR 2023. (CCF-A)
- 2023.11: One paper has been published in TPAMI. (IF=23.6)
- 2021.09: One paper has been accepted by ACM MM 2021. (CCF-A)
📖 Education
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Ph.D in Pattern Recognition and Intelligent Systems, NLPR Department, CASIA Institute
Sep. 2019 - Jun. 2024
Supervisor: Prof. Tieniu Tan (Co-Supervisor: Prof. Jing Dong) -
Visiting Ph.D in Electrical and Computer Engineering, National University of Singapore
Oct. 2023 - May 2024
Supervisor: Prof. Xinchao Wang -
B.E. in Automation Engineering, Nanjing University of Aeronautics and Astronautics
Sep. 2015 - Jun. 2019
GPA: 4.5/5.0 (Rank: 1/245)
📝 Selected Publications
Image-level Memorization Detection via Inversion-based Inference Perturbation, ICLR 2025
Yue Jiang, Haokun Lin, Yang Bai, Bo Peng, Zhili Liu, Yueming Lyu, Yong Yang, Xing Zheng, Jing Dong
Mitigating Social Biases in Text-to-Image Diffusion Models via Linguistic-Aligned Attention Guidance, ACMMM 2024
Yue Jiang, Yueming Lyu, Ziwen He, Bo Peng, Jing Dong
3D-Aware Adversarial Makeup Generation for Facial Privacy Protection, TPAMI 2024
Yueming Lyu, Yue Jiang, Ziwen He, Bo Peng, Yunfan Liu, Jing Dong
InfoStyler: Disentanglement Information Bottleneck for Artistic Style Transfer, TCSVT 2024
Yueming Lyu, Yue Jiang, Bo Peng, Jing Dong
DRAN:Detailed Region-Adaptive Normalization for Conditional Image Synthesis, TMM 2024
Yueming Lyu, Peibin Chen, Jingna Sun, Bo Peng, Xu Wang, Jing Dong
SOGAN: 3D-Aware Shadow and Occlusion Robust GAN for Makeup Transfer, ACMMM 2021
Yueming Lyu, Jing Dong, Bo Peng, Wei Wang, Tieniu Tan
🎖️ Awards
- 中国科学院院长奖. 2024
- 北京市优秀毕业生. 2024
- 中国科学院大学优秀毕业生. 2024
- 国家奖学金(研究生). 2023
- 中国科学院大学 IEEE 学生分会主席贡献奖. 2022
- 本科生大学成就奖. 2019
- 国家奖学金(本科). 2017
- 全国大学生数学竞赛(国家级)一等奖. 2016
- 江苏省高等数学竞赛(省级)一等奖. 2016
🕴️ Professional Services
- CSIG视觉大数据专委会，委员
- CSIG数字媒体取证与安全专委会，委员
- Chair for IEEE WIE UCAS Student Branch (2021-2022)
- Conference Reviewer
- NeurIPS
- ICLR
- CVPR
- ECCV
- ICCV
- AAAI
- ACM MMM
- IJCAI
- ICPR
- Journal Reviewer
- TIP
- TCSVT
- TMM
- TVCJ
- TOMM
- TBIOM