厦门大学信息学院副院长,福建省可信人工智能分析与应用工程研究中心主任,教授,博士生导师。入选国家重点青年人才项目,福建省杰青,AI华人女性青年学者。长期从事计算机视觉、目标检测等人工智能领域前沿技术研究,以一作/通讯在TPAMI,IJCV,CVPR,ICCV等国际顶级期刊会议上发表论文60余篇,主持国家自然科学基金联合基金重点项目、华为/腾讯/百度等头部企业项目多项,以第一完成人获2020年度福建省科技进步一等奖,2023年度厦门市科技进步一等奖,2023年CSIG石青云女科学家奖,第二十八届运盛青年科技奖,厦门大学三八红旗手等荣誉。
中共中央组织部, 国家特支计划青年拔尖人才, 第七批国家特支计划, 复杂边缘场景下的可解释弱小目标检测与跟踪,2022至 2025,在研,主持。
福建省杰青项目, 复杂边缘场景下弱小目标检测与跟踪, 2022至 2025, 在研, 主持。
福建省科技厅,福建省科技计划其他项目,福厦泉国家自主创新示范区协同创新平台项目,2025至2026,1000万元, 在研,主持。
国家自然科学基金委员会,联合基金重点项目,面向边缘部署的弱先验小目标视觉检测与跟踪,2022至2025,255万元,在研,主持。
国家自然科学基金委员会,面上项目,基于弱监督学习的机载地/海小目标检测研究,2021至2024,结题,主持。
华为技术有限公司,校企合作,多模态大模型量化技术合作项目,2024至2025,在研, 主持。
林德(中国)叉车有限公司,校企合作,人工智能在智能叉车的研究与开发,2024至2025,在研,主持。
腾讯科技(上海)有限公司, 校企合作, 多媒体技术研发委托协议, 2021至2022,结题, 主持。
厦门美图之家科技有限公司, 校企合作, 生成类算法清晰度优化研究, 2021至 2022,结题, 主持。
百度在线网络技术(北京)有限公司, 校企合作, AutoDL与模型压缩技术, 2021至 2022, 结题, 主持。
华为技术有限公司,校企合作,基于视频的人脸识别技术,2019至2020,结题, 主持。
华为技术有限公司,校企合作,2D对象识别与跟踪技术,2018至2019,结题, 主持。
华为技术有限公司,校企合作,基于智能分析的视频审核技术合作项目,2017至2018,结题, 主持。
Z.Chen, L. Cao(通讯作者), S. Zhang,R. Ji, Y.Shen. CLIP-Driven Transformer for Weakly Supervised Object Localization. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025, JCR-1区
B. Chen, M. Lin, R. Ji, L. Cao (通讯作者). Prioritized Subnet Sampling for Resource-Adaptive Supernet Training. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023, JCR-1区
L. Huang, H. Wang, J. Zeng, S. Zhang, L. Cao(通讯作者), J. Yan, H. Li. Geometric-aware Pretraining for Vision-centric 3D Object Detection. International Journal of Computer Vision (IJCV), 2025, JCR-1区
M. Lin, M. Chen, Y. Zhang, C. Shen, R. Ji, L. Cao(通讯作者). Super Vision Transformer. International Journal of Computer Vision (IJCV), 2023, JCR-1区
J. Hu, Y. Lu, S. Zhang, L. Cao(通讯作者). ISTR: Mask-Embedding-Based Instance Segmentation Transformer. IEEE Transactions on Image Processing (TIP), 2024, JCR-1区
曹刘娟, 匡华峰, 刘弘, 王言, 张宝昌, 黄飞跃, 吴永坚, 纪荣嵘. 《双标签监督的几何约束对抗训练》. 软件学报, 2022
Z. Chen, S. Wang, L. Cao(通讯作者), Y. Shen, R. Ji. Adaptive Zone Learning for Weakly Supervised Object Localization. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024, JCR-1区
M. Lin, L. Cao(通讯作者), S. Li, Q. Ye, Y. Tian, J. Liu, Q. Tian, R. Ji. Filter sketch for network pruning. IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021, JCR-1区
Y. Qu, D. Chen, X. Li, X. Li, S. Zhang, L. Cao(通讯作者), R. ji. Drag Your Gaussian: Effective Drag-Based Editing with Score Distillation for 3D Gaussian Splatting. Special Interest Group for Computer GRAPHICS(SIGGRAPH), 2025, CCF-A类
Y. Huang, Z. Lan, L. Cao(通讯作者), X. Lin, S. Zhang, G. Jiang, R. Ji. FocSAM: Delving Deeply into Focused Objects in Segmenting Anything. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024, CCF-A类
X. Fei, X. Zheng, Y. Wang, F. Chao, C. Wu, L. Cao(通讯作者). RepAn: Enhanced Annealing through Re-parameterization. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024, CCF-A类
J. Xie, Y. Zhang, M. Lin, Z. Lin, L. Cao(通讯作者), R. Ji. UniPTS: A Unified Framework for Proficient Post-Training Sparsity. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024, CCF-A类
J. Hu, L. Huang, T. Ren, S. Zhang, L. Cao(通讯作者), R. Ji. You Only Segment Once: Towards Real-Time Panoptic Segmentation. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023, CCF-A类
Z. Chen, J. Ding, L. Cao(通讯作者), Y. Shen, S. Zhang, G. Jiang, R. Ji. Category-aware Allocation Transformer for Weakly Supervised Object Localization. IEEE International Conference on Computer Vision (ICCV), 2023, CCF-A类
J. Hu, C. Chen, L. Cao(通讯作者), S. Zhang, A. Shu, G. Jiang, R. Ji. Pseudo-label Alignment for Semi-supervised Instance Segmentation. IEEE International Conference on Computer Vision (ICCV), 2023, CCF-A类
M. Peng, J. Lin, Y. Zhou, Y. Shen, G. Luo, X. Sun, L. Cao(通讯作者), R. Fu, Q. Xu, R. Ji. Active teacher for semi-supervised object detection. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022, CCF-A类
Z. Chen, C. Wang, Y. Wang, G. Jiang, Y. Shen, Y. Tai, C. Wang, W. Zhang, L. Cao(通讯作者). LCTR: On awakening the local continuity of transformer for weakly supervised object localization. Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2022, CCF-A类
C. Zhu, Y. Zhou, Y. Shen, G. Luo, X. Pan, M. Lin, C. Chen, L. Cao(通讯作者), X. Sun, R. Ji. SeqTR: A simple yet universal network for visual grounding. European Conference on Computer Vision (ECCV), 2022, CCF-B类
B. Chen, M. Lin, K. Sheng, M. Zhang, P. Chen, K. Li, L. Cao(通讯作者), R. Ji. ARM: Any-time super-resolution method. European Conference on Computer Vision (ECCV), 2022, CCF-B类
Y. Shen, L. Cao(通讯作者), Z. Chen, F. Lian, B. Zhang, C. Su, Y. Wu, F. Huang, R. Ji. Toward joint thing-and-stuff mining for weakly supervised panoptic segmentation. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021, CCF-A类
J. Hu, L. Cao(通讯作者), T. Tong, Q. Ye, S. Zhang, K. Li, F. Huang, L. Shao, R. Ji. Architecture disentanglement for deep neural networks. IEEE International Conference on Computer Vision (ICCV), 2021, CCF-A类
Y. Shen, L. Cao(通讯作者), Z. Chen, B. Zhang, C. Su, Y. Wu, F. Huang, R. Ji. Parallel detection-and-segmentation learning for weakly supervised instance segmentation. IEEE International Conference on Computer Vision (ICCV), 2021, CCF-A类
H. Chen, Y. Luo, L. Cao(通讯作者), B. Zhang, G. Guo, C. Wang, J. Li, R. Ji. Generalized Zero-Shot Vehicle Detection in Remote Sensing Imagery via Coarse-to-Fine Framework. International Joint Conference on Artificial Intelligence(IJCAI), 2019, CCF-A类