讲师
教育经历
2015-09至2020-07, 东北大学, 计算机科学与工程学院计算机系统结构专业, 博士学位, 导师:王国仁教授
2013-09至2015-07, 东北大学, 信息科学与工程学院计算机软件与理论专业硕士学位, 导师:王国仁教授
2009-09至2013-06, 东北大学, 信息科学与工程学院计算机科学与技术学士学位
工作经历
2020-09至现在, 东北大学, 信息科学与工程学院,讲师
2020-09至现在, 东北大学, 信息科学与工程学院,博士后, 导师:贾同
2018-11至2019-12,昆士兰大学(澳),计算机科学,访问学者,合作导师:周晓方教授
研究方向
时序数据分析;人工智能;机器学习;数据库;大数据
招收博士/硕士方向
欢迎自动化、计算机、数学等专业学生报考硕士研究生。
科研项目
1.国家自然科学基金委员会, 青年科学基金项目, 基于可穿戴数据的智能车间人体行为识别研究,主持
2.中央高校基本科研业务费-青年教师科研创新项目,面向人体活动识别的小样本学习研究,2021.01-2022.12,主持
3.广东省基础与应用基础研究基金-青年基金,基于可穿戴传感器数据的小样本学习研究,2021.10.1-2024.9.30,主持
4.国家自然基金-面上项目,自适应环境结构光生成方法研究,2022.01-2025.12,参与
5.国家自然基金-联合项目,面向柔性精准装配任务的工业机器人三维视觉感知理论与实现方法,2023.01-2026.12,参与
学术成果
期刊论文:
1.Shizhuo Deng, Zhubao Guo, Da Teng, Boqian Lin, Dongyue Chen, Tong Jia, Hao Wang. Self-relation attention networks for weakly supervised few-shot activity recognition, Knowledge-Based Systems, vol 276, 2023. (JCR 一区,IF 8.8)
2.Shizhuo Deng, Botao Wang, Shan Huang, Chuncheng Yue, Jianpeng Zhou and Guoren Wang. “Self-Adaptive Framework for Efficient Stream Data Classification on Storm”, IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. PP, no. 99, pp. 123 - 136, 2019. (JCR 一区,IF 11.471)
3.Shizhuo Deng, Jiaqi Chen, Da Teng,Chuangui Yang, Dongyue Chen, Tong Jia, Hao Wang. LHAR: Lightweight Human Activity Recognition on Knowledge Distillation, in IEEE Journal of Biomedical and Health Informatics, doi: 10.1109/JBHI.2023.3298932.(JCR 一区,IF 7.7)
4.邓诗卓, 王波涛, 杨传贵, 王国仁. CNN多位置穿戴式传感器人体活动识别.软件学报,30(3):718−737,2019 (EI, 中文核心期刊,CCF A类中文期刊)
5.邓诗卓, 信俊昌, 聂铁铮, 王国仁. 双缀过滤的大数据相似性连接处理算法, 计算机科学与探索. vol. 11, no.107(08), pp. 1235-1245, 2017. (中文核心期刊,CCF B类 中文期刊)
6.邓诗卓, 姚继涛, 王波涛, 陈月梅, 袁野, 李艳辉, 王国仁. PCPIR-V:基于Spark的并行隐私保护近邻查询算法, 网络与信息安全学报. vol. 2, no.5, 2016. (CCF C类 中文期刊)
7.Tong Jia, Xiao Yang, Yizhe Liu, Xiaofang Li, Dongyue Chen, Shizhuo Deng, Hao Wang, Physics-based learning: Adaptive structured light for active stereo depth estimation,Optics and Lasers in Engineering, Volume 172, 2024, 107883.(JCR 一区,IF 2.14)
8.王波涛, 李昂, 陈月梅, 邓诗卓, 常博涵, 吴俊学. H-PCPIR-V:基于Huffman编码的PCPIR-V优化算法[J].计算机工程与科学,40(03):418-430,2018. (核心期刊,CCF C类 中文期刊)
9.刘贺贺, 贺延俏, 邓诗卓, 吴刚, 王波涛. 基于Matrix Profile的时间序列分割技术改进. 软件学报, 2023, 34(11): 5267-5281. (CCFT1, 中文期刊,高水平中文期刊)
会议论文:
1.Shizhuo Deng; Wen Hua; Botao Wang; Guoren Wang; Xiaofang Zhou; Few-shot Human Activity Recognition on Noisy Wearable Sensor Data, Database Systems for Advanced Applications (DASFAA 2020), Jeju Island, South Korea, 2020-9-24至2020-9-27.(CCF B类国际会议,EI)
2.Shizhuo Deng; Chuangui Yang; Zhubao Guo; Boqian Lin; Dongyue Chen; Tong Jia; Botao Wang, Fast Personalized Human Activity Recognition on Heuristic Parameter Estimation, 2023 IEEE International Conference on Multimedia and Expo (ICME), Brisbane, Australia, 2023, pp. 606-611, doi: 10.1109/ICME55011.2023.00110.(CCF B类国际会议,EI)
3.Dongyue Chen, Tingxuan Huang, Zhimin Song, Shizhuo Deng, Tong Jia. AGG-Net: Attention Guided Gated-convolutional Network for Depth Image Completion[C]//Proceedings of the IEEE/CVF International Conference on Computer Vision. 2023: 8853-8862.(CCF A类国际会议,EI)
4.YanzhangLyu, Hongzhi Yin, Jun Liu, Mengyue Liu, Huan Liu, Shizhuo Deng. Reliable recommendation with review-level explanations[C]//2021 IEEE 37th International Conference on Data Engineering (ICDE). IEEE, 2021: 1548-1558.(CCFA类会议,EI)
5.Jingmiao Zhu, Shizhuo Deng, and Dongyue Chen. A supervised method base on multi labels for vehicle re-identification. Third International Conference on Machine Learning and Computer Application (ICMLCA 2022). Vol. 12636. SPIE, 2023. (EI)
6.Jingmiao Zhu, Fengpeng Guo, Dongyue Chen, and Shizhuo Deng. A cross-domain weakly supervised method based on imprecise labels for person RE-ID. International Conference on Electronic Information Engineering and Computer Science (EIECS 2022). Vol. 12602. SPIE, 2023. (EI)
7.Botao Wang, Ang Li, Shizhuo Deng and Fanshuai Meng, “SCPIR-V: An Optimized CPIR-V Algorithm for Privacy Protection Nearest Neighbor Query”, The 3rd International Conference on Big Data Computing and Communication, pp.122-127, 2017. (EI)
8.Hao Wang, Xiaoxi Yu, Dongyue Chen, Shizhuo Deng. Few-Shot Object Detection Based on Contrastive Learning. 2023 6th International Conference on Intelligent Robotics and Control Engineering (IRCE). IEEE, 2023. (EI)
9.Shan Huang, Botao Wang, Shizhuo Deng, Kaili Zhao, Guoren Wang and Ge Yu, “HMVR-tree: A Multi-version R-tree Based on HBase for Concurrent Access”, The 2nd International Conference on Big Data Computing and Communication, pp.68-77, 2016. (EI)
10.Chuangui Yang, Zhu Wang, Botao Wang, Shizhuo Deng, Guangxin Liu, Yuru Kang and Huichao Men. CHAR-HMM: An Improved Continuous Human Activity Recognition Algorithm Based on Hidden Markov Model[C], MSN 2017, Beijing, China, December 17-20, 2017, Revised Selected Papers. Springer, 2018, 747: 271. (EI)
专利:
1.邓诗卓;林博谦;郭珠宝;贾同;陈东岳;一种基于元注意力机制的弱监督增类活动识别方法,2022-10-11, 中国, CN115169386A
2.邓诗卓;郭珠宝;林博谦;陈东岳;贾同;一种基于多位置传感器特征融合的行为识别系统及其方法, 2022-08-09, 中国, CN202210511116.6
3.邓诗卓;陈佳祺;滕达;王昊;陈东岳;贾同;一种基于知识蒸馏的个性化人体动作识别技术, 2023-10-7,中国, CN202310641593.9
4.刘鸿宁;邓诗卓;吴刚;人体活动的识别方法、系统、计算机设备及存储介质, 2022-6-10,中国,CN202210208205.3.
5.贺延俏;刘贺贺;邓诗卓;吴刚;王波涛.一种基于LAC-FLOSS算法和IER算法的时间序列分割方法。2021-12-10. CN202111067153.4
6.王国仁;邓诗卓;信俊昌;聂铁铮;赵相国;季航旭;一种基于双缀过滤的大数据相似性连接方法, 2019-03-26,中国,ZL201511020637.8.
7.王国仁;信俊昌;聂铁铮;赵相国;邓诗卓;季航旭;侯喆;梁帅;一种面向大数据的数据清洗系统及方法, 2017-07-18, 中国,ZL201410483041.0.
8.
获奖
学术兼职
1.学术期刊Knowledge and Information Systems的审稿人
2.中国计算机学会会员
3.中国人工智能学会会员
联系方式
办公室:东北大学综合楼311A
邮箱:dengshizhuo@mail.neu.edu.cn
教师个人主页(网址):
http://faculty.neu.edu.cn/dengshizhuo/zh_CN/index/5600/list/index.htm