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赵玉良

日期:2025年09月05日 09:41来源: 作者: 关注:

赵玉良东北大学秦皇岛分校研究员教授、博士生导师、原控制工程学院科研副院长,光电传感与泛在智能研究所所长。2007年毕业于东北大学机械工程学院,获硕士学位;2016年毕业于香港城市大学,机械与生物医学工程专业,获博士学位。曾获得香港城市大学杰出学术表现奖,IEEE-NANOMED最佳会议论文奖香港医疗与保健协会杰出研究生奖。河北省三三三人才工程第三层次人才,发表论文140余篇,其中SCI检索100余篇;被引用2000次,Google Scholar H-index =30发明专利30余项;主持并参与各类科研项目20余项详细论文链接如下:

https://www.researchgate.net/profile/Zhao-Yuliang 31CCCB

https://scholar.google.com/citations?hl=zh-CN&user=UozbSy4AAAAJ

 

联系方式

联系电话:壹叁壹 捌零贰柒 零叁壹玖

电子邮件:zhaoyuliang艾特neuq.edu.cn

 

研究方向

具身智能、大语言模型、传感器、AIGC、医工智能 

 

研究生招生信息:

 士:每年5名;

 士:每年2名;

报考要求:欢迎自动化、人工智能、计算机、物联网、机械、生物医学等相关领域,且有科研追求的同学们报考!

资助优秀研究生在读期间参加国际学术会议;

推荐优秀硕士、本科毕业生到海外读博。

 

教育背景

2005.09-2007.09  东北大学      机械工程                      硕士 (破格提前毕业)

2014.06-2016.09  香港城市大学 机械与生物医学工程 博士 (破格提前毕业)

 

工作履历

2007.10-2011.05  东软飞利浦医疗设备系统有限责任公司    工程师

2012.10-2014.05  香港城市大学  机械与生物医学工程学系            助理研究员

2016.09-2016.12  香港城市大学  机械与生物医学工程学系     博士后

2017.01-至今       东北大学          秦皇岛分校                                    副教授

2023.03-2025.07  东北大学       秦皇岛分校                                    控院科研副院长


 

学术兼职

1. General ChairIEEE-NSENS 2025, Bangkok , ThailandMarch 2025

2. Co-Program Chair, WRC Symposium on Robotics and Automation 2025

3. Award ChairIEEE-NSENS 2024Shenzhen, China, March 2024

4. Local Arrangement ChairIEEE-CYBER 2022, Qinhuangdao, China, Jul. 2023

5. Workshop ChairIEEE-CYBER 2021, Jiaxing, China, July 2021

6. Finance ChairIEEE-NEMS 2019, Thailand, April, 2019

7. Organizing ChairIEEE-NSENS 2019, Shenzhen, China, December 2019 

8. Program ChairIEEE-NSENS 2018, Shenzhen, China, December 2018

9. Finance ChairIEEE-NANOMED 2017, Shenzhen, China, December 2017

10. Program ChairIEEE-NRIS 2017, Qinhuangdao, China, Sep., 2017

11. Finance ChairIEEE-NEMS 2017, CaliforniaUSAApril, 2017

12. Yuliang Zhao, Hong Kong Medical and Healthcare Device Industries Association Student Research AwardHong Kong Medical and Healthcare Device Industries Association, 2016

13. Yuliang Zhao, Research Tuition Scholarship, City University of Hong Kong, 2016-2017

14. Yuliang Zhao, Outstanding Academic Performance Award for Research Degree Students, City University of Hong Kong, 2014-2015

15. Yuliang Zhao(1/5)Determination of Cell Mass and Density using Digital Electric Field, IEEE-Nanomed, Best Paper Award, 2014

16. Guest editor, Applied SciencesJCR:Q2IF: 2.838

17. Guest editorFrontiers in PhysiologyJCR:Q1IF: 4.755

18. Guest editorJove-Journal of Visualized Experiments JCR:Q3IF:1.424

19. 审稿人《Biomedical Signal Processing and Control》,《Advance Intelligent System》,《IEEE Trans. on Nano Bioscience》,《IEEE Trans. on Nanotechnology

 

科研情况

近几年主持的项目】

1. 国家自然科学基金,面上项目,61873307,细胞体征高通量检测及药物激励下的时变量效关系研究,2019/01-2022/02,主持

2. 河北省自然科学基金,面上项目,F2022501031,面向白血病分型的单细胞重量传感器,2022/01-2024/12, 主持

3. 中央引导地方科技发展资金项目,20206010101018,基于MEMS传感器的铁轨自检测物联网与云边协同计算研究,2020/07-2022/12,主持

4. 国际合作项目,香港城市大学,采用人工智能算法的运动员数据分析与评估研究,2022/12/—2025/1,  主持

5. 横向课题,多个体育运动测量与监控场景下IMU传感数据的图像化融合与信息挖掘,2024/07 - 2025/06,主持

6. 横向课题,基于图像脱靶量提取技术研究2024/09 - 2025/06,主持,结题

7. 横向课题,基于图像视觉的管内壁嵌入螺纹参数检测技术研究2024/6 - 2025/08,主持

8. 横向课题,高阶信息智能提取算法开发与嵌入式实现,2022/05 - 2023/06,主持,结题

9. 横向课题,船体结构振动性能综合评估方法研究2022/05 - 2023/06,主研人,结题

10. 东北大学秦皇岛分校,海外高级人才引进项目,单细胞操控与测量平台建设,2017/01-2020/12,已结题,主持

 

奖励与荣誉

1. 2020-2022年,东北大学秦皇岛分校优秀教师

2. 2020年入选河北省三三三人才工程第三层次

3. 最佳会议论文奖 国际会议 IEEE NANOMED 2014 Winner

4. 最佳会议论文奖 国际会议 IEEE NEMS 2016 Final List

5. 最佳会议论文奖 国际会议 IEEE EMBS 2016 Final List

6. 杰出学术表现奖 学校 香港城市大学 2014-15 1/1

7. 科研费用奖学金 学校 香港城市大学 2014-15 1/1

8. HKMHDIA Student Research Award 香港医疗与保健协会 2016 Winner

 

学术成果

【近两年代表性专著】

ChatGPT应用从入门到精通》

ChatGPT与数字图像处理》

ChatGPT与人机交互

 

 

近两年代表性学术论文】

1. Zhao YuliangHuawei ZhangTingting SunDisease and Personality Information Enhanced Depression Detection Based on the TransGCL FrameworkNeurocomputing, (第一作者中科院二区, TOP, IF:6.5)

2. Jian Li, Yuliang Zhao, Yibo Fan, Junyi Chen, Junhui Gong, Wen Jung Li, Flexible wearable electronics for enhanced human-computer interaction and virtual reality applications, Nano Energy, Volume 138, 2025, 110821,  (通讯作者中科院一区, TOP, IF:16.8)

3. J Li, Z Li, P Shan, X Lyu, Y Tian, C Du, Y Wang, Y ZhaoAdaptive Deformable Convolutional Neural Network Framework for depression-related behavioral analysis in miceEngineering Applications of Artificial Intelligence, 159, 111632, (通讯作者中科院一区, TOP, IF:8.0)

4. C Lian, WJ Li, Y Kang, W Li, D Zhou, Z Zhan, Y Zhao, Enhanced Human Lower-Limb Motion Recognition Using Flexible Sensor Array and Relative Position ImagePattern Recognition, 112142, (通讯作者中科院一区, TOP, IF:7.6)

5. C Lian, Y Kang, W Li, D Zhou, T Sun, X Lyu, Y ZhaoMVFusion-TSC: A multi-view fusion image-based network for time series classificationInformation Fusion, 103458, (通讯作者中科院一区, TOP, IF:15.5)

6. Y Liu, J Li, C Lian, X Zhang, J Gong, Y Wang, Y Zhao,  A survey for wearable sensors empowering smart healthcare in the era of large language modelsInformation Fusion, 1034098, (通讯作者中科院一区, TOP, IF:15.5)

7. C Du, Y Wang, Z Li, Z Wu, D Liang, Y Zhao, J Zhou, Y FanResearch progress and prospects of experimental murine behavior evaluation methodsMedicine in Novel Technology and Devices, 100371, (通讯作者)

8. J Li, C Du, Y Zhao, P Shan, X Wang, H Zhang, Y WangMulti-temporal image fusion empowered convolutional neural networks for recognition of 9 common mice actionsKnowledge-Based Systems, 113628, (通讯作者中科院一区TOP, IF:7.2)

9. L Yang, J Zhang, X Quan, C Lian, X Lv, L Li, B Si, Y Zhao, Semantics-Adaptive Multi-Task Defect Detection in Vacuum PackagingIEEE Transactions on Instrumentation and Measurement, vol. 74, pp. 1-14, 2025, Art no. 5028914, (通讯作者, JCR一区IF:5.6)

10. Y Liu, X Zhang, C Lian, X Lyu, L Yang, L Li, Y Chen, Y ZhaoSimulated and experimental fine damage models for steel railway tracksMeasurement Science and Technology 36 (4), 045020(通讯作者中科院一区TOP, IF:3.4)

11. Y. Zhao et al., "Multimodal Depression Assessment Framework Integrating Personality and Gait for Older Adults with Medical Conditions," in IEEE Transactions on Affective Computing, doi: 10.1109/TAFFC.2025.3552835 (第一作者中科院三区, TOP, IF:9.8

12. Y Zhao, J Shao, X Lin, T Sun, J Li, C Lian, X Lyu, B Si, Z ZhanCIR-DFENet: Incorporating cross-modal image representation and dual-stream feature enhanced network for activity recognitionExpert Systems with Applications 2025, 266, 125912(第一作者,中科院一区TOPIF:8.5

13. J. Li, Y. Fan, X. Lyu, L. Yang and Y. Zhao, "Dynamic Multi-Sensor Fusion Framework with Adaptive Spatiotemporal Optimization for IoT-Based Motion Recognition," in IEEE Internet of Things Journal, doi: 10.1109/JIOT.2025.3551082 (通讯作者中科院一区TOP, IF:8.2)

14. T Sun, C Lian, F Dong, J Shao, X Zhang, Q Xiao, Z Ju, Y ZhaoSkeletal joint image-based multi-channel fusion network for human activity recognitionKnowledge-Based Systems, 113232 (通讯作者中科院一区TOP, IF:7.2)

15. C Lian, Y Zhao, T Sun, J Shao, Y Liu, C Fu, X Lyu, Z ZhanIncorporating image representation and texture feature for sensor-based gymnastics activity recognitionKnowledge-Based Systems, 113076(通讯作者中科院一区TOP, IF:7.2)

16. C. Lian, Yuliang Zhao, J. Shao, T. Sun, F. Dong, Z. Ju, Z. Zhan, P. Shan, CFI-LFENet: Infusing Cross-Domain Fusion Image and Lightweight Feature Enhanced Network for Fault Diagnosis. Information Fusion 2024, 104, 102162. (通讯作者中科院一区TOP, IF:15.5)

17. J Li, Yuliang Zhao*, Y Liu, P Shan, C Lian, X Wang, Y WangAI scheme for high-accuracy and contactless assessment of Parkinson’s disease gradesBiomedical Signal Processing and Control, 100, 107025 (通讯作者中科院二区TOP, IF:4.9)

18. Xiru LinXinyue Zhang, Jinliang Shao, Chao Lian, Ying Wang, Dongmei Yan, Yuliang Zhao  and  Wen Jung LiSingle cell density prediction based on optically induced electrokinetics (OEK) and machine learningAnal. Methods, 2025,17, 6516-6525, (通讯作者, IF:2.6)

19. R Yang, P Shan, Y He, H Xiao, L Zhang, Yuliang Zhao*, Q FuA lightweight bionic flapping wing drone recognition network based on data enhancementMeasurement, 239, 115476 ( 通讯作者, JCR一区IF:5.6)

20. Y Zhao, J Shao, X Lin, T Sun, J Li, C Lian, X Lyu, B Si, Z ZhanCIR-DFENet: Incorporating cross-modal image representation and dual-stream feature enhanced network for activity recognitionExpert Systems with Applications, 125912 (第一作者,中科院一区TOPIF:8.5

21. P Shan, H Xiao, X Li, R Yang, L Zhang, Y ZhaoEnhancing quantitative 1H NMR model generalizability on honey from different years through partial least squares subspace and optimal transport based unsupervised domain adaptationChemometrics and Intelligent Laboratory Systems, 254, 105221 (中科院二区TOPIF:3.2

22. J Li, Yuliang Zhao*, Y Liu, H Zhang, P Shan, Y Wu, W Wang, Y WangSparse Emotion Dictionary and CWT Spectrogram Fusion with Multi-head Self-Attention for Depression Recognition in Parkinson's Disease PatientsIEEE Transactions on Affective Computing254, 105221  (第一作者中科院一区, TOP, IF:9.6

23. W Wang, C Lian, Y Zhao, Z ZhanSensor-Based Gymnastics Action Recognition Using Time-Series Images and a Lightweight Feature Fusion NetworkIEEE Sensors Journal, 24,2024 (通讯作者, JCR一区IF:4.3)

24. Shuyu Wang, Tianyu Yang, Dingli Zhang, Qilin Hua, and Yuliang Zhao, Unveiling Gating Behavior in Piezoionic Effect: toward Neuromimetic Tactile Sensing, July 2024Advanced MaterialsDOI: 10.1002/adma.202405391 ( 中科院一区TOP, IF:27.4)

25. J Li, Yuiang Zhao, H Zhang, WJ Li, C Fu, C Lian, P Shan, Image Encoding and Fusion of Multi-modal Data Enhance Depression Diagnosis in Parkinson's Disease PatientsIEEE Transactions on Affective Computing. (第一作者中科院一区, TOP, IF:9.6

26. X Lyu, T Jia, Y Liu, P Shan, L Li, Yuliang ZhaoAn improved infrared simulation method based on generative adversarial networksInfrared Physics & Technology140, 105424 (通讯作者中科院三区TOP, IF:3.1)

27. Xiaopeng Sha; Zhoupeng Guo; Zheng Guan; Wenchao Li; Shuyu Wang; Yuliang ZhaoPBTA: Partial Break Triplet Attention Model for Small Pedestrian Detection Based on Vehicle Camera SensorsIEEE Sensors JournalVolume: 24 Issue: 13; (JCR一区,IF: 4.3)

28. Ruige YangPeng ShanYang HeHongming Xiao, Lin ZhangYuliang ZhaoQiang FuA lightweight bionic flapping wing drone recognition network based on data enhancementMeasurementVolume 239, 15 January 2025, 115476 (JCR一区IF:5.6)

29. C. Lian, Yuliang Zhao, T. Sun, F. Dong, Z. Zhan and L. Xin, "A New Time Series Data Imaging Scheme for Mechanical Fault Diagnosis," in IEEE Transactions on Instrumentation and Measurement, vol. 73, pp. 1-11, 2024, Art no. 3512711(通讯作者, JCR一区IF:5.6)

30. Yuliang Zhao, Yinghao Liu, Jian Li, Xiaoai Wang, Ruige Yang, Chao Lian, Peng Shan, Yulin Wang, Zhikun Zhan, Changzeng Fu, Global joint information extraction convolution neural network for Parkinson’s disease diagnosis, Expert Systems with Applications, Volume 243, 2024, 122837, (第一作者,中科院一区TOPIF:8.5

 

近两年发明专利申报

1. 赵玉良,韩昆峪,一种基于IMU和楼层高度目标补偿的3维定位方法,中国,CN114719858A(发明专利,已授权)

2. 赵玉良,任宪收,一种基于IMU的人机交互系统及控制和评价方法,中国,CN113721764B,(发明专利,已授权)

3. 赵玉良,王星淇,一种基于多时相动物图像融合的行为识别方法,中国,CN114170684A (发明专利,已授权)

4. 赵玉良,粱家琦,沙晓鹏,余嘉宁,詹志坤,基于MEMS传感器的多层建筑中行人高度位置估计方法,中国,2019061107 (发明专利,已授权)

5. 赵玉良; 余成忠:一种多点并行可调节的非接触式平面度测量系统及方法中国,:CN 114396898 B(发明专利,已授权)

6. 赵玉良孙志伟田凯旋刘志强,  一种基于船舶冰激振动的海冰类型识别方法中国,CN 114548187 B(发明专利,已授权)

7. 赵玉良李建张清雨余成忠一种基于深度学习的电接口缺陷检测方法中国,CN 114066849 B(发明专利,已授权)

8. 李文超;齐宁;司晓鹏;赵玉良;曹加奇;肖乐;沙晓鹏一种光电流和单光子检测装置及方法,中国,CN115326790A(发明专利,已授权)

9. 刘一泓,詹志坤,黄京辉,吕晓永,赵玉良,尚明英,一种基于数据识别的帕金森智能检测方法及系统,中国,ZL 2025 1 0200974.2 (发明专利,已授权)

10. 沙晓鹏,牛轩煜,于晓东,张学亮,张明,赵玉良,谷林,田智杰,基于信息熵理论的钢轨紧固件状态检测,中国,2019061106 (发明专利,已公开)

 

讲授课程情况

本科生课程《人工智能与大数据》 《数字图像处理》

研究生课程《图像处理分析与识别》

 

 

指导研究生情况

已独立指导硕士研究生50多名,指导全日制在读博士生8名。所指导的每一届硕士生中都有同学获得国家奖学金。已毕业的学生中,多人到香港城市大学、英国、美国等海外知名高校攻读博士学位或继续深造,其余就职于华为、中兴、德州仪器等国内外著名企业。



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