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  • 个人信息
    陈健生

    Chen Jiansheng

    系      所:
    |计算机科学与技术系|
    职      称:
    教授  
    职      务:
    计算机科学与技术系副系主任
    办公地点:
    方兴大厦511A
    办公电话:
    13699211093
    电子邮箱:
    jschen@ustb.edu.cn
    本 科 课 程:
    算法设计与分析 数据与算法 机器学习(本研贯通)
    研究生课程:
    机器学习(本研贯通)
    科 研 方 向:
    计算机视觉 鲁棒机器学习
    学术与社会兼职:
    中国图象图形学学会成像探测与感知专委会副秘书长 全国安全防范报警系统标准化技术委员会人体生物特征识别应用分技术委员会通讯委员 IEEE高级会员 CCF会员
  • 简   历

    2021.10至今 北京科技大学计算机与通信工程学院,教授,博士生导师

    2016.12~2021.09 清华大学电子工程系,副教授,博士生导师

    2015.01~2016.11 清华大学电子工程系,助理教授,博士生导师

    2009.04~2014.12 清华大学电子工程系,助理研究员

    2007.01~2009.03 香港中文大学计算机科学与工程系,博士后

    2003.10~2006.12 香港中文大学计算机科学与工程系,博士

    1999.09~2002.07 清华大学计算机科学与技术系,硕士

    1995.09~1999.07 清华大学计算机科学与技术系,学士

  • 代表性论文

    1. Yu Shang, Cheng Gao, Jiansheng Chen*, Depeng Jin, Meng Wang, Yong Li, “Learning Fine-grained User Interests for Micro-video Recommendation”, International ACM SIGIR Conference on Research and Development in Information Retrieval ACM, 2023. (CCF-A)

    2. Weitao Wan, Cheng Yu, Jiansheng Chen*, Tong Wu, Yuanyi Zhong, and Ming-Hsuan YangShaping Deep Feature Space Towards Gaussian Mixture for Visual Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(2), 2430-2444, 2023. (CCF-A, 中科院1)

    3. Xinyu Zhang, Tianfang Zhao, Jiansheng Chen*, Yuan Shen, and Xueming Li. "EPicker is an exemplar-based continual learning approach for knowledge accumulation in cryoEM particle picking." Nature Communications , 13:2468 (2022): 1-10. (中科院1)

    4. Youze Xue, Jiansheng Chen*, Xiangming Gu, Huimin Ma, Hongbing Ma, Boosting Monocular 3D Human Pose Estimation With Part Aware Attention, IEEE Transactions on Image Processing, vol 31, pp. 4278-4291, 2022. (CCF-A, 中科院1)

    5. Youze Xue, Jiansheng Chen*, Yudong Zhang, Cheng Yu, Huimin Ma, Hongbing Ma, 3D Human Mesh Reconstruction by Learning to Sample Joint Adaptive Tokens for Transformers, ACM Multimedia Conference 2022, Oct. 2022. (CCF-A)

    6. Cheng Yu, Jiansheng Chen*, Youze Xue, Yuyang Liu, Weitao Wan, Jiayu Bao, Huimin Ma, Defending against Universal Adversarial Patches by Clipping Feature Norms, IEEE/CVF International Conference on Computer Vision (ICCV), Oct. 2021. (CCF-A)

    7. Xugang Cao, Youze Xue, Jiansheng Chen*, Xiaohe Chen, Yu Ma, Chunhua Hu, Huimin Ma, Hongbing Ma, Video Based Shuffling Step Detection for Parkinsonian Patients Using 3D Convolution, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 29, pp. 641-649, 2021. (中科院1)

    8. Yiqing Huang, Jiansheng Chen*, Wanli Ouyang, Weitao Wan, and Youze Xue, Image Captioning With End-to-End Attribute Detection and Subsequent Attributes Prediction, IEEE Transactions on Image Processing, vol 29, pp. 4013-4026, 2020. (CCF-A)

    9. Weitao Wan, Jiansheng Chen*, Ming-Hsuan Yang, Adversarial Training with Bi-directional Likelihood Regularization for Visual Classification, European Conference on Computer Vision (ECCV), Aug. 2020.

    10. Yu Liu, Jiansheng Chen*, Chunhua Hu, Yu Ma, Dongyun Ge, Suhua Miao, Youze Xue, Luming Li, Vision-Based Method for Automatic Quantification of Parkinsonian Bradykinesia, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 27, no. 10, pp. 1952-1961, Oct. 2019. (中科院1)

    11. Youze Xue, Jiansheng Chen*, Weitao Wan, Yiqing Huang, Cheng Yu, Tianpeng Li, Jiayu Bao, MVSCRF: Learning Multi-view Stereo with Conditional Random Fields, IEEE/CVF International Conference on Computer Vision (ICCV), Oct. 2019. (CCF-A)

    12. Weitao Wan, Jiansheng Chen*, Tianpeng Li, Yiqing Huang, Jingqi Tian, Cheng Yu, Youze Xue, Information Entropy Based Feature Pooling for Convolutional Neural Networks, IEEE/CVF International Conference on Computer Vision (ICCV), Oct. 2019. (CCF-A)

    13. Tianpeng Li, Jiansheng Chen*, Chunhua Hu, Yu Ma, Zhiyuan Wu, Weitao Wan,Yiqing Huang, Fuming Jia, Chen Gong, Sen Wan, Luming Li, Automatic Timed Up-and-Go Sub-task Segmentation for Parkinson’s Disease Patients Using Video Based Activity Classification, IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 26, no. 11, pp. 2189-2199, Nov. 2018. (中科院1)

    14. Weitao Wan, Yuanyi Zhong, Tianpeng Li, Jiansheng Chen*, Rethinking Feature Distribution for Loss Functions in Image Classification, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2018. (CCF-A)

    15. Jiansheng Chen*, Zhengqin Li, Bo Huang, Linear Spectral Clustering Superpixel, IEEE Transactions on Image Processing, vol. 26, no. 7, pp. 3317-3330, 2017. (CCF-A)

    16. Jiansheng Chen*, Gaocheng Bai, Zhengqin Li, and Shaoheng Liang, Automatic Image Cropping: A Computational Complexity Study, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2016. (CCF-A)

  • 科研业绩

    硕士纵向项目:

    科技创新2030“新一代人工智能”重大项目课题,基于跨域感知与心智理论的人机意图预测,2023.3~2026.2

    重点研发计划创新特区项目,面向应用的对抗样本研究,2019.1~2021.12

    国家自然科学基金面上项目,面向自适应学习的端到端人脸识别,2017.1~2020.12

    国家自然科学基金青年项目,基于多张异源图像的人脸三维重建,2012.1~2014.12

    横向项目:

    图像识别技术研究及可工程化算法优化,北京捷通华声技术有限公司,2015.1~2017.12

    辐射场景量化表征技术研究,北京空间机电研究所,2014.3~2015.12

     

  • 获得奖励/专利

    国家级一流本科课程,课程负责人,2020.11

    清华大学先进工作者,2020.7

    北京高等学校优秀专业课(公共课)主讲教师,2019.11

    北京市科学技术奖一等奖,2014.1

     

    ZL 2023101903442,针对对抗通用补丁攻击的鲁棒视觉Transformer视觉感知方法及装置

    ZL 2019204673278,信号采集装置、移动终端和信号分析系统

    ZL 2018114367442,步伐检测方法及装置

    ZL 2018114093457,二维码生成方法及计算机可读存储介质

    ZL 2018101301470,一种面部痉挛检测方法及装置

    ZL 2018100845843,一种人脸图像的配准方法、装置和人脸识别系统

  • 计通NEWS
  • 索思