李佩佩
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李佩佩,北京邮电大学人工智能学院副教授,硕士生导师、博士生导师。2021年于中国科学院大学自动化研究所获得模式识别与智能系统博士学位,师从孙哲南研究员与赫然研究员。主要从事计算机视觉、模式识别、多模态计算、生物特征识别等方面的研究工作,并进行落地实践,并与国外高校、中国科学院自动化研究所等知名科研机构保持长期合作关系。近年来,科研成果主要发表于NeurIPS、ICCV、ECCV、AAAI、ACM MM、EMNLP、IEEE TIFS、IEEE TNNLS、IEEE TMM、PR等国际顶级学术会议和期刊。毕业生去向丰富,包括前往字节抖音、京东等公司从事算法开发等工作,或前往国际知名高校攻读博士学位。
长期招收硕士生、博士生,欢迎有志于科研、乐于奉献、勤奋上进,对人工智能具有浓厚学习兴趣的优秀学生加入!
招生专业:
0812Z2-智能科学与技术(全日制学硕)、085410-人工智能与大数据(全日制专硕)
招生方向:
生成式人工智能安全、多模态大模型
联系方式:
简历发送至 lipeipei@bupt.edu.cn
科研活动:
1. 响应“中阿高校10+10合作计划”,作为中国唯一青年女性学者代表参加埃及第二届“人工智能国际论坛 ”,并在大会闭幕式作为中方代表发言;
2. CCBR 2023, 论坛主席,情感、心理、生理、健康智能感知与计算论坛主持人,2023-12
3. CCBR 2022, 竞赛主席,分论坛主持人,2022-12
4. 人工智能前沿学生论坛,受邀报告,2019-06
5. ICCV 2019, Poster汇报,2019-10
部分出版信息(*表示共同第一作者,#表示通讯作者) :
会议论文
[C1] Xuannan Liu, Peipei Li#, et al. "MMFakeBench: A Mixed-Source Multimodal Misinformation Detection Benchmark for LVLMs." In Proc. ICLR, 2025.
[C2] Zhaoran Zhao, Peng Lu#, Anran Zhang, Peipei Li, et al. "Can Machines Understand Composition? Dataset and Benchmark for Photographic Image Composition Embedding and Understanding." In Proc. CVPR, 2025. (CCF-A 类)
[C3] Xuannan Liu, Peipei Li#, et al. "FKA-Owl: Advancing Multimodal Fake News Detection through Knowledge-Augmented LVLMs." In Proc. ACM MM, 2024. (CCF-A 类)
[C4] Peipei Li, Rui Wang, Huaibo Huang, Ran He, Zhaofeng He. "Pluralistic Aging Diffusion Autoencoders." In Proc. ICCV, 2023. (CCF-A 类)
[C5] Xing Cui, Peipei Li#, et al. "Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner." In Proc. NeurIPS, 2024. (CCF-A 类)
[C6] Rui Wang, Peipei Li#, et al. "Learning-to-Rank Meets Language: Boosting Language-Driven Ordering Alignment for Ordinal Classification." In Proc. NeurIPS, 2023. (CCF-A 类)
[C7] Peipei Li*, Huaibo Huang*, Yibo Hu, Xiang Wu, Ran He Zhenan Sun. "Hierarchical Face Aging Through Disentangled Latent Characteristics." In Proc. ECCV, 2020. (CCF-B 类, Oral) [
[C8] Peipei Li, Yinglu Liu, Hailin Shi, Xiang Wu, Yibo Hu, Ran He, Zhenan Sun. "Dual Structure Disentangling Variational Generation for Data-Limited Face Parsing." In Proc. ACM MM, 2020. (CCF-A 类).
[C9] Peipei Li, Xiang Wu, Yibo Hu, Ran He, Zhenan Sun. "M2FPA: A Multi-Yaw Multi-Pitch High- Quality Dataset and Benchmark for Facial Pose Analysis." In Proc. ICCV, 2019. (CCF-A 类)
[C10] Xing Cui, Peipei Li#, et al. "InstaStyle: Inversion Noise of a Stylized Image is Secretly a Style Adviser." In Proc. ECCV, 2024. (CCF-B 类)
[C11] Zengbin Wang, Saihui Hou, Man Zhang#, Xu Liu, Chunshui Cao, Yongzhen Huang, Peipei Li, et al. "QAGait: Revisit Gait Recognition from a Quality Perspective." In Proc. AAAI, 2024. (CCF-A 类)
[C12] Xing Cui, Peipei Li#, et al. "CHATEDIT: Towards Multi-turn Interactive Facial Image Editing via Dialogue." In Proc. EMNLP, 2023. (CCF-B 类)
[C13] Yiwei Ru, Peipei Li, et al. "Sensing Micro-Motion Human Patterns using Multimodal mmRadar and Video Signal for Affective and Psychological Intelligence." In Proc. ACM MM, 2023. (CCF-A 类)
[C14] DongSen Zhang, Peipei Li, et al. "Eye Movements as Images: A Multimodal Framework for Eye Movements Representation", ICASSP, 2025. (CCF-B 类)
[C15] Qianrui Teng, Rui Wang, Xing Cui, Peipei Li#, et al. "Exploring 3D-aware Lifespan Face Aging via Disentangled Shape-Texture Representations." In Proc. ICME, 2024. (CCF-B 类)
[C16] Chenyang Li, Zhili Zhang, Peipei Li#, et al. "I3FDM: Iris Inpainting via Inverse Fusion of Diffusion Models." In Proc. ICASSP, 2024. (CCF-B 类)
[C17] Yinglu Liu, Peipei Li#, et al. "The 2nd 106-Point Lightweight Facial Landmark Localization Grand Challenge." In Proc. ICPRW, 2021. (CCF-C 类)
期刊论文
[J1] Xuannan Liu, Yaoyao Zhong, Xing Cui, Yuhang Zhang, Peipei Li#, Weihong Deng. "Advcloak: Customized Adversarial Cloak for Privacy Protection." Pattern Recognition, 2024. (中科院一 区,影响因子:7.5)
[J2] Lixia Ma, Puning Yang, Yuting Xu, Ziming Yang, Peipei Li, Huaibo Huang#. "Deep learning technology for face forgery detection: A survey." Neurocomputing, 2024. (中科院二区,影响 因子:5.5)
[J3] Peipei Li*, Yibo Hu*, Ran He, Zhenan Sun. "Global and Local Consistent Wavelet Domain Age Synthesis. " IEEE Transactions on Information Forensics and Security (2018): 2943-2957. (中科 院一区,影响因子:6.3)
[J4] Peipei Li, Xiyan Liu#, Zhouji Huang, Deguo Xia, Jianhong Yang, Zhen Lu. "Progressive Generation of 3D Point Clouds with Hierarchical Consistency." Pattern Recognition, 2023. (中 科院一区,影响因子:7.5)
[J5] Peipei Li, Xing Cui, Yibo Hu#, Man Zhang, Ting Yao, Tao Mei. "Bidirectional Knowledge Reconfiguration for Lightweight Point Cloud Analysis." IEEE Transactions on Multimedia, 2023. (中科院一区,影响因子:8.4)
[J6] Peipei Li, Yibo Hu, Xiang Wu, Ran He, Zhenan Sun. "Deep Label Refinement for Age Estimation." Pattern Recognition 100 (2020): 107178. (中科院一区,影响因子:7.5)
[J7] Gengyun Jia*, Peipei Li*, Ran He#. "Theme-aware aesthetic distribution prediction with full-resolution photographs." IEEE Transactions on Neural Networks and Learning Systems, 2022. (中科院一区,影响因子:10.2)
[J8] 张志礼,张慧,王甲,夏玉峰,刘亮,李佩佩,何召锋#. “基于区域注意力机制的双路 虹膜补全”. 中国图象图形学报, 2021.
[J9] 孙哲南,李琦,刘云帆,邓琪瑶,李佩佩,任民,张鸿文,曹杰,何勇. “计算机视觉与 模式识别研究进展”. 科研信息化技术与应用 10 (4), 3-18, 2019.
社会兼职:
1. CSIG视觉大数据专委会,委员,2022
2. CAAI-PR模式识别专委会,委员,2023
通讯/办公地址 :
邮箱 :
[1]
2016.9 -- 2021.6
中国科学院大学
 研究生毕业
 博士