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基本信息
李灏峰,副教授,博士生导师,逸仙新锐学者
教育经历
- 2015.9-2020.4:香港大学,计算机科学系,计算机科学与技术专业,博士学位;
- 2011.9-2015.6:中山大学,信息科学与技术博彩平台 ,计算机科学与技术专业,学士学位。
研究方向
主要从事人工智能、深度学习与计算机视觉等方面的研究工作。目前感兴趣方向:多模态大模型、生成式模型、多模态鲁棒感知、域泛化与适应、具身智能和医学影像分析等领域。
获奖情况
2022.12:获得机器学习顶级会议NeurIPS 2022细胞分割挑战赛全球亚军(100支参赛队伍)(通讯作者/指导老师)
2021.5:深圳市海外高层次人才计划
2015-2020:香港政府奖学金
2012、2013、2014:国家奖学金
工作经历
- 2025.9~至今:博彩平台-全球最大的博彩平台 ,副教授/博导;
- 2023.1~2025.8:深圳市大数据研究院,人工智能大模型中心,研究科学家一级,副研究员;
2020.6~2022.12:深圳市大数据研究院,医疗大数据实验室,研究科学家二级,副研究员。
招生专业
学术型博士(申请-考核制,计算机科学与技术、信息与通信工程)、学术型硕士(计算机科学与技术、信息与通信工程)、专业型硕士(电子信息)
科研项目
2023-2025:广东省自然科学基金-面上项目(主持)
2022-2024:国家自然科学基金-青年基金项目(主持)
2023-2025:江西省科技厅03专项及5G项目(参与)
代表性科研成果
- Haifan Gong, Yu Lu, Xiang Wan, Haofeng Li#, “Domain Generalized Medical Landmark Detection via Robust Boundary-Aware Pre-Training”, Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 39(3), 3140-3148, 2025 [CCF A][Oral Presentation].
- Haifan Gong, Luoyao Kang, Yitao Wang, Xiang Wan, Haofeng Li#, “nnMamba: 3D Biomedical Image Segmentation, Classification and Landmark Detection with State Space Model”, IEEE 22nd International Symposium on Biomedical Imaging (ISBI), 2025 [Oral Presentation][引用超过80次].
- Jun Ma, Ronald Xie, Shamini Ayyadhury, Cheng Ge, Anubha Gupta, Ritu Gupta, Song Gu, Yao Zhang, Gihun Lee, Joonkee Kim, Wei Lou, Haofeng Li, et al., “The multimodality cell segmentation challenge: toward universal solutions”, Nature methods, 21(6), 1103-1113, 2024 [中科院一区][IF=32.1].
- Wei Lou, Guanbin Li, Xiang Wan, Haofeng Li#, “Multi-modal Denoising Diffusion Pretraining for Whole-Slide Image Classification”, ACM Multimedia 2024 [CCF A].
- Guanbin Li, Ricong Huang, Haofeng Li#, Zunzhi You, Weikai Chen, “SENSE: Self-evolving learning for self-supervised monocular depth estimation”, IEEE Transactions on Image Processing (TIP), vol. 33, pp. 439-450, 2024 [中科院一区][IF=13.7].
- Junjia Huang*, Haofeng Li*, Xiang Wan, Guanbin Li,“Affine-consistent transformer for multi-class cell nuclei detection”, Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2023 [CCF A].
- Wei Lou, Haofeng Li#, Guanbin Li, Xiaoguang Han, Xiang Wan, "Which Pixel to Annotate: A Label-Efficient Nuclei Segmentation Framework," in IEEE Transactions on Medical Imaging (TMI), vol. 42, no. 4, pp. 947-958, April 2023 [中科院一区][IF=9.8].
- Haofeng Li, Guanbin Li, Binbin Yang, Guanqi Chen, Liang Lin, Yizhou Yu,“Depthwise Nonlocal Module for Fast Salient Object Detection Using a Single Thread”, in IEEE Transactions on Cybernetics (TCYB), vol. 51, no. 12, pp. 6188-6199, Dec.2021 [中科院一区][IF=10.5].
- Haofeng Li, Yirui Zeng, Guanbin Li, Liang Lin, Yizhou Yu, “Online alternate generator against adversarial attacks”, IEEE Transactions on Image Processing (TIP), 29, 9305-9315, 2020 [中科院一区][IF=13.7].
Haofeng Li, Guanqi Chen, Guanbin Li, Yizhou Yu, “Motion guided attention for video salient object detection”, Proceedings of the IEEE/CVF international conference on computer vision (ICCV), 2019 [CCF A][引用超过250次].
主要学术兼职
- 香港中文大学(深圳)理工博彩平台 ,客座助理教授
- AAAI 2025,程序主席
- CVPR 2024/2025, ICCV 2025, ACMMM 2025, MICCAI 2023/2024/2025, WACV 2026,审稿人
- IEEE TPAMI/TIP/TCYB/TMI/TCSVT/JBHI,审稿人
- Information Fusion,Pattern Recognition,Medical Image Analysis,审稿人