医学人工智能团队成员—王记伟

发布者:hhxx发布时间:2023-12-29浏览次数:102

王记伟,博士,助理研究员。20226月毕业于中国科学院计算技术研究所,并获得计算机应用技术专业工学博士学位。现为BWIN必赢官网(山东省科学院),山东省人工智能研究院助理研究员,近年来主要从事普适计算、可穿戴感知、生成对抗网络、医学人工智能等研究工作,主持山东省自然科学基金青年基金1项、科教产融合试点工程基础研究类项目培新基金1项,参与国家级和省部级项目课题10余项,发表论文9篇,授权专利4项,授权软著4项。

 

研究方向:普适计算、可穿戴计算、生成对抗网络、医学人工智能等

 

承担科研项目情况

1. 山东省自然科学基金青年基金,ZR2023QF164,面向多模态医疗传感器数据合成任务的生成对抗网络方法研究,2024/01-2026/12,15万元,1/1、负责人

2.科教产融合试点工程基础研究类项目培新基金,2023PX105,面向多模态医疗传感器数据合成任务的生成对抗网络方法研究,2023/06-2024/12,10万元,1/1、负责人

 

部分代表性论文

[1]     Jiwei Wang, Yiqiang Chen, and Yang Gu. A wearable-HAR oriented sensory data generation method based on spatio-temporal reinforced conditional GANs. Neurocomputing 493 (2022): 548-567.

[2]     Jiwei Wang, Yiqiang Chen, Yang Gu, Yunlong Xiao, Haonan Pan. SensoryGANs: An Effective Generative Adversarial Framework for Sensor-based Human Activity Recognition [C]//Neural Networks (IJCNN), 2018 International Joint Conference on. IEEE, 2018: 2976-2983.

[3]     Shuai Guo, Yang Gu, Jianfei Shen, Yuan Ma, Yiqiang Chen, Jiwei Wang, Chunyu Hu. KiCi: A Knowledge Importance Based Class Incremental Learning Method for Wearable Activity Recognition. Proceedings of the 31st ACM International Conference on Information & Knowledge Management. 2022.

[4]     Yang Gu, Yajie Li, Yiqiang Chen, Jiwei Wang, Jianfei Shen. A Collaborative Multi-modal Fusion Method Based on Random Variational Information Bottleneck for Gesture Recognition. International Conference on Multimedia Modeling. Springer, Cham, 2021.

[5]     Tong Wu, Yang Gu, Yiqiang Chen, Jiwei Wang, Siyu Zhang. A Mobile Cloud Collaboration Fall Detection System Based on Ensemble Learning. The 22nd International ACM SIGACCESS Conference on Computers and Accessibility. 2020.

[6]     Yajie Li, Yiqiang Chen, Yang Gu, Jianquan Ouyang, Jiwei Wang, Ni Zeng. A Lightweight Fully Convolutional Neural Network of High Accuracy Surface Defect Detection. International Conference on Artificial Neural Networks. Springer, Cham, 2020.

[7]     Tong Wu, Yiqiang Chen, Yang Gu, Jiwei Wang, Siyu Zhang, Zhanghu Zhechen. Multi-Layer Cross Loss Model for Zero-Shot Human Activity Recognition. Advances in Knowledge Discovery and Data Mining 12084 (2020): 210.

[8]     Yang Gu, Yiqiang Chen, Xinlong Jiang, Jiwei Wang, Yunlong Xiao, Tong Wu. CoFINLo: Coarse to Fine Indoor Navigation and Localization System[C]. 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI). IEEE, 2019.

[9]     Yunlong Xiao, Yiqiang Chen, Yang Gu, Jiwei Wang, Tong Wu. A Collaborative Multi-modality Selection Method Based on Data Utility Assessment[C]. 2019 IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Cloud & Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI). IEEE, 2019.

 

代表性授权发明专利

1.       陈益强; 王记伟; 谷洋; 王永斌; 张忠平; 肖益珊,一种基于条件式生成对抗网络的传感器数据生成模型及方法,中国专利,专利号:ZL202110312274.4

2.       陈益强; 王记伟; 谷洋; 肖云龙; 潘浩楠, 一种基于生成对抗网络的传感器数据生成方法与模型,中国专利,专利号:ZL201810589194.1.

3.       陈益强; 谷洋; 蒋鑫龙; 王记伟, 一种基于机会感知的行为识别方法和系统, 中国专利,专利号:ZL 201810588551.2.

4.       陈益强; 王晋东; 沈建飞; 胡春雨; 王记伟;张宇欣; 忽丽莎, 用于大规模数据标定的迁移学习方法及系统, 中国专利,专利号:ZL201611165253.

代表性授权发明专利

1.       肖云龙; 潘浩楠; 王记伟; 张迎伟 ; 张宇欣; 谷洋; 陈益强, 人机进化的交互学习系统,软件著作权,登记号:2018SR734324.

2.       谷洋; 陈益强; 王记伟; 吴桐; 曾旎; 张思宇; 张若天, 行为数据主被动采集软件,软件著作权,登记号:2020SR0005929.

3.       谷洋; 陈益强; 王记伟; 吴桐; 曾旎; 张思宇; 张若天,渐进式健康监测系统,软件著作权,登记号:2020SR0005938.

4.       陈益强; 谷洋; 张胆作; 王记伟; 曾施; 张胡晨,渐冻症患者病情数据采集及量化软件系统,软件著作权,登记号:2021SR0093359.