南京大学智能科学与技术学院模式识别实验室准聘助理教授、特聘研究员，博士生导师，华为—南京大学紫金青年学者。博士毕业于中国科学院自动化研究所多模态人工智能系统全国重点实验室，曾赴新加坡国立大学开展访问研究。近五年以核心身份在 TPAMI、ICLR、NeurIPS、CVPR等国际顶级期刊与会议发表论文20余篇，担任TPAMI、TIP、ICML、NeurIPS、CVPR、ICCV、ECCV等期刊与会议资深审稿人。现任中国图象图形学学会（CSIG）视觉大数据专委会、数字媒体取证与安全专委会、女科技工作者工作委员会委员。入选江苏省青年科技人才托举工程、腾讯青云计划，曾荣获中国科学院院长奖荣誉。主持及承担国家科技重大专项、国家自然科学基金青年基金、江苏省自然科学基金青年基金、江苏省科技重大专项等多项国家级、省部级项目，同时主持并参与中国移动前沿探索课题、腾讯犀牛鸟专项等产学研合作项目。
🔈JOIN US!
- 火热招生🔥：2027级推免生、博士生名额充足。欢迎有科研热情与相关经历，最好有CCF-A/B类一作成果或学科竞赛获奖经历的同学联系。
- 常年招收科研实习生（本科/硕士/博士/Gap Year学生）、博士后。我们聚焦AI前沿，诚邀有热情、有追求的同学加入，一起做有影响力、有落地价值的前沿研究：
- 生成与编辑：面向动态世界的生成模型，聚焦Video World Model、World Action Model等前沿方向。
- 智能体系统：大模型智能体架构与推理效率优化，智能体记忆机制、多智能体协同与决策交互。
- 模型内生安全：大模型安全，包括越狱防御、后门检测、提示注入攻防；虚假内容（图像/视频）检测与溯源体系。
- 我们提供与新加坡国立大学、南洋理工大学、香港科技大学、复旦大学学者以及华为、美团、腾讯、字节、蚂蚁等企业专家的交流合作机会！
🔥 News
- 2026.02: Two papers have been accepted by CVPR 2026 (CCF-A).
- 2026.01: Two papers have been accepted by ICLR 2026 (CCF-A).
- 2026.01: One paper has been accepted by ICASSP 2026 (CCF-B).
- 2025.12: One paper has been accepted by TIFS 2025 (CCF-A).
- 2025.10: One paper has been awarded PRCV Best Paper and CCF Outstanding paper.
- 2025.09: One paper has been accepted by NeruIPS 2025 (CCF-A).
- 2025.09: One paper has been accepted by WACV 2025.
- 2025.07: One paper has been accepted by ACM MM 2025 (CCF-A).
- 2025.01: One paper has been accepted by ICLR 2025 (CCF-A).
- 2024.11: One paper has been awarded 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（谭铁牛），Co-Supervisor: Prof. Jing Dong（董晶） -
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
SafeRBench: A Comprehensive Benchmark For Safety Assessment In Large Reasoning Models, Arxiv 2025
Xin Gao, Shaohan Yu, Zerui Chen, Yueming Lyu, Weichen Yu, Guanghao Li, Jiyao Liu, Jianxiong Gao, Jian Liang, Ziwei Liu, Chenyang Si
GOOD: Training-Free Guided Diffusion Sampling for Out-of-Distribution Detection, NeruIPS 2025
Xin Gao, Jiyao Liu, Guanghao Li, Yueming Lyu, Jianxiong Gao, Weichen Yu, Ningsheng Xu, Liang Wang, Caifeng Shan, Ziwei Liu, Chenyang Si
Frequency Domain Distributed Perturbations: Towards Query-Efficient Black-Box Adversarial Video Attack, ACMMM 2025
Teng Jin, Ziwen He, Zhangjie Fu, Songping Wang, Yueming Lyu, Yufei Shi
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
Concept Corrector: Erase concepts on the fly for text-to-image diffusion models, PRCV 2025
Zheling Meng, Bo Peng, Xiaochuan Jin, Yueming Lyu, Wei Wang, Jing Dong, Tieniu Tan
Paper, PRCV Best Paper, CCF Outstanding paper
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
SOGAN: 3D-Aware Shadow and Occlusion Robust GAN for Makeup Transfer, ACMMM 2021
Yueming Lyu, Jing Dong, Bo Peng, Wei Wang, Tieniu Tan
🎖️ Awards
- 江苏省青年科技人才托举工程. 2025
- 南京大学紫金学者. 2025
- 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
- 腾讯青云计划. 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（仅10人）. 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
📄 Grants
- 国家自然科学基金青年科学基金项目，项目负责人，2025.1-2027.12
- 江苏省自然科学基金青年科学基金项目，项目负责人，2025.1-2027.12
- 国家科技重大专项项目，项目骨干，2025.11-2028.11
- 江苏省科技重大专项项目，项目骨干，2024.11-2027.11
- 校企合作项目（中移动），项目负责人，2024.08-2025.08
- 腾讯犀牛鸟专项，参与，2025.09-2026.09
🕴️ Professional Services
- Co-organizer of the IEEE Women In Engineering (WIE) Nanjing Section
- IEEE Section Young Professionals (YP) Chair 2026
- CSIG 女科技工作者工作委员会，委员
- 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
- ICML
- CVPR
- ECCV
- ICCV
- AAAI
- ACM MMM
- IJCAI
- WACV
- ICPR
- Journal Reviewer
- TPAMI
- TIP
- TCSVT
- TMM
- TVCJ
- TOMM
- TBIOM
🧑🏫 Teaching
- Undergraduate Courses (本科生)
- Matrix Theory (矩阵计算与优化)，[必修课, 2学分/32学时]，春季，南大鼓楼校区
- Artificial Intelligence Security and Ethics （人工智能安全与伦理），[选修课, 2学分/32学时]，春季，南大苏州校区
- Engineering Practice of Multimodal Large Language Models: Principles, Applications, and Security（多模态大模型工程实践基础：原理、应用与安全），[选修课, 1学分/16学时]，秋季，南大苏州校区
🔈Now Join Us
Please contact me if you are interested in joining our team. My Email: ymlv@nju.edu.cn