人工智能与数据科学
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邵帅
特任副研究员
邵帅，特任副研究员。2022年博士毕业于中国石油大学（华东），博士毕业后先后赴澳门大学、之江实验室从事科研助理和博士后研究工作。2025年5月任人工智能与数据科学学院（苏州）特任副研究员。近五年，以第一或通讯作者发表论文16篇，其中包括CCF A类会议论文4篇（CVPR*1, AAAI*2, ACMMM*1），中科院一区期刊论文8篇（ IEEE Trans*4, PR*1，EAAI*3）。
电子邮箱：shuaishao@ustc.edu.cn
研究方向：开放场景下的视觉感知（开放词汇、少样本、长尾等问题）、多模态学习、脑影像视觉认知等。
联系地址：中国科学技术大学苏州高等研究院思贤楼324
代表性论文：
[1] Shuai Shao, Yu Bai, Yan Wang, Baodi Liu, Yicong Zhou. DeIL: Direct-and-inverse CLIP for open-world few-shot learning[C]//Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 2024: 28505-28514. June. 17-21, Seattle, Washington, USA. (CCF A类).
[2] Shiyuan Zhao, Baodi Liu, Yu Bai, Weifeng Liu, Shuai Shao*. Excluding the impossible for open-vocabulary semantic segmentation[C]//Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). 2025. Feb. 27 - Mar. 04, Philadelphia, Pennsylvania, USA. (CCF A类).
[3] Shuai Shao, Yu Bai, Yan Wang, Baodi Liu, Bin Liu. Collaborative consortium of foundation models for open-world few-shot learning[C]//Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). 2024. Feb. 22-25, Vancouver, Canada. (CCF A类).
[4] Shuai Shao, Lei Xing, Yan Wang, Rui Xu, Chunyan Zhao, Yanjiang Wang, Baodi Liu. Mhfc: Multi-head feature collaboration for few-shot learning[C]//Proceedings of the 29th ACM International Conference on Multimedia (ACMMM). 2021: 4193-4201. Oct. 20-24, Chengdu, Sichuan, China. (CCF A类).
[5] Shuai Shao, Yan Wang, Bin Liu, Weifeng Liu, Yanjiang Wang, Baodi Liu. Fads: Fourier-augmentation based data-shunting for few-shot classification[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). 2024, 34(2): 839-851. (中科院1区，IF=8.3，Top期刊，CCF B类).
[6] Shuai Shao, Lei Xing, Yanjiang Wang, Baodi Liu, Weifeng Liu, Yicong Zhou. Attention-based multi-view feature collaboration for decoupled few-shot learning[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). 2023, 33(5): 2357-2369. (中科院1区，IF=8.3，Top期刊，CCF B类).
[7] Shuai Shao, Lei Xing, Rui Xu, Weifeng Liu, Yanjiang Wang, Baodi Liu. Mdfm: Multi-decision fusing model for few-shot learning[J]. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). 2022, 32(8): 5151-5162. (中科院1区，IF=8.3，Top期刊，CCF B类).
[8] Baodi Liu, Shuai Shao*, Chunyan Zhao, Lei Xing, Weifeng Liu, Weijia Cao, Yicong Zhou. Few-shot image classification via hybrid representation[J]. Pattern Recognition (PR). 2024. 110640. (中科院1区，IF=7.5，Top期刊，CCF B类).
[9] Yu Bai, Shuai Shao*, Shiyuan Zhao, Weifeng Liu, Dapeng Tao, Baodi Liu. Eme: Energy-based multi-expert model for long-tailed remote sensing image classification[J]. IEEE Transactions on Geoscience and Remote Sensing (TGARS). 2024, 62: 1-12 (中科院1区，IF=7.5，Top期刊，CCF B类).
[10] Rui Xu, Shuai Shao*, Lei Xing, Yanjiang Wang, Baodi Liu, Weifeng Liu. Feedback-irrelevant mapping: An evaluation method for decoupled few-shot classification[J]. Engineering Applications of Artificial Intelligence (EAAI). 2024, 133: 107999. (中科院1区，IF=7.5，Top期刊，CCF C类).
[11] Rui Xu, Shuai Shao*, Lei Xing, Yanjiang Wang, Baodi Liu, Weifeng Liu. Ensembling multi-view discriminative semantic feature for few-shot classification[J]. Engineering Applications of Artificial Intelligence (EAAI). 2024, 132: 107915. (中科院1区，IF=7.5，Top期刊，CCF C类).
[12] Rui Xu, Shuai Shao*, Lei Xing, Yujun Wei, Weifeng Liu, Baodi Liu, Yanjiang Wang. Csn: Component supervised network for few-shot classification[J]. Engineering Applications of Artificial Intelligence (EAAI). 2023, 124: 106640. (中科院1区，IF=7.5，Top期刊，CCF C类).
[13] Shuai Shao, Lei Xing, Wei Yu, Rui Xu, Yanjiang Wang, Baodi Liu. Ssdl: Self-supervised dictionary learning[C]//2021 IEEE International Conference on Multimedia and Expo (ICME). July. 6-9, 2021:1-6, Shenzhen, Guangdong, China. (CCF B类，Oral).
[14] Shuai Shao, Rui Xu, Weifeng Liu, Baodi Liu, Yanjiang Wang. Label embedded dictionary learning for image classification[J]. Neurocomputing. 2020, 385: 122-131. (中科院2区，IF=5.5，CCF C类).
[15] Shuai Shao, Rui Xu, Zhenfang Wang , Weifeng Liu, Yanjiang Wang, Baodi Liu. Dldl: Dynamic label dictionary learning via hypergraph regularization[J]. Neurocomputing. 2022, 475: 80-88. (中科院2区，IF=5.5，CCF C类).
[16] Shiyuan Zhao, Yu Bai, Shuai Shao*, Weifeng Liu, Xinmin Ge, Baodi Liu. Selm: Self-motivated ensemble learning model for cross-domain few-shot classification in Hyperspectral Images[J]. IEEE Geoscience and Remote Sensing Letters (GRSL). 2024,21:1-5. (中科院3区，IF=4，CCF C类).
