
廉超,男,1995年11月,工学博士,讲师。
联系方式
联系电话:13081851906
电子邮件:lianchao@neuq.edu.cn
研究方向
智能检测、传感器信号处理、深度学习、模式识别、人工智能
教育背景
2017.09-2020.01 东北大学 控制工程硕士
2022.09-2026.06 东北大学 控制科学与工程博士
工作履历
2020.02-2022.08 东北大学秦皇岛分校 助理研究员
2026.07-至今 东北大学秦皇岛分校 讲师
学术兼职
1.Symmetry 期刊(SCI JCR 2区,中科院3区) 客座编辑
2.Sound and Vibration期刊(SCI JCR 4区,中科院4区) 客座编辑
3.Spring nature 出版社 审稿编辑
4. IEEE Transactions on Industrial Informatics,IEEE Transactions on Fuzzy Systems,IEEE Transactions on Consumer Electronics,IEEE Transactions on Systems Man Cybernetics-Systems,Information Fusion,Pattern Recognition,IEEE Transactions on Human-Machine Systems,Engineering Applications of Artificial Intelligence等10余本中科院一区期刊审稿人
5.MVIPIT 2023 、ICASIS 2024、AMIS 2024等国际会议TPC Member
科研情况
河北省研究生创新基金项目(CXZZBS2024185),2023.10-2024.10,结项;
奖励与荣誉
2025年 获得东北大学国家奖学金
2024年 获得东北大学命名奖学金
2025年 获得东北大学优秀研究生荣誉称号
2022-2025年 均获得东北大学博士一等学业奖学金
学术成果
共发表SCI论文57篇,其中以一作/通讯作者论文23篇;授权发明专利1项。
【代表性学术论文】
1.Lian C, Kang Y, Li W, et al. MVFusion-TSC: A multi-view fusion image-based network for time series classification[J]. Information Fusion, 2026, 125: 103458. (中科院一区,IF:17.4,第一作者)
2.Lian C, Zhao Y, Shao J, et al. CFI-LFENet: Infusing cross-domain fusion image and lightweight feature enhanced network for fault diagnosis[J]. Information Fusion, 2024, 104: 102162. (中科院一区,IF:17.4,第一作者)
3.Lian C, Li W, Zhou D, et al. TDI-TFFNet: Infusing Time Dependent Images and Two-Stream Feature Fusion Network for Gymnastic Activity Recognition[J]. Pattern Recognition, 2025: 112726. (中科院一区,IF:9.1,第一作者)
4.Lian C, Li W J, Kang Y, et al. Enhanced human lower-limb motion recognition using flexible sensor array and relative position image[J]. Pattern Recognition, 2025: 112142. (中科院一区,IF:9.1,第一作者)
5.Lian C, Zhao Y, Sun T, et al. Incorporating image representation and texture feature for sensor-based gymnastics activity recognition[J]. Knowledge-Based Systems, 2025, 311: 113076. (中科院一区,IF:8.0,第一作者)
6.Xiao X, Lin Y, Lian C*, et al. Explainable optical information flow neural network[J]. Engineering Applications of Artificial Intelligence, 2026, 178: 115078. (中科院一区,IF:9.0,通讯作者)
7.Zhao Y, Lian C*, et al. Image expression of time series data of wearable IMU sensor and fusion classification of gymnastics action[J]. Expert Systems with Applications, 2024, 238: 121978. (中科院一区,IF:9.4,通讯作者)
8.Lian C, Yang Y, Yu X, et al. Robust and remote photoplethysmography based on smartphone imaging of the human palm[J]. IEEE Transactions on Instrumentation and Measurement, 2023, 72: 1-11. (JCR 1区,TOP期刊,IF:7.0,第一作者)
9.Lian C, Zhao Y, Sun T, et al. A new time series data imaging scheme for mechanical fault diagnosis[J]. IEEE Transactions on Instrumentation and Measurement, 2024, 73: 1-11. (JCR 1区,TOP期刊,IF:7.0,第一作者)
10.Zhao Y, Lian C*, et al. A smart wireless IoT ring for real-time keystroke recognition using edge computing[J]. IEEE Transactions on Instrumentation and Measurement, 2022, 71: 1-13. (JCR 1区,TOP期刊,IF:7.0,通讯作者)
11.Zhao Y, Lian C*, et al. Multimodal feature representation and enhancement EEG signal processing for epilepsy detection[J]. Measurement, 2026, 260: 119877.(JCR 1区,TOP期刊,IF:6.1,通讯作者)
12.Zhao Y, Lian C*, et al. A Single Smart Ring for Monitoring 20 Kinds of Multi‐Intensity Daily Activities––From Kitchen Work to Fierce Exercises[J]. Advanced Intelligent Systems, 2022, 4(12): 2200204.(JCR 1区,封面文章,IF:6.7,通讯作者)
13.Zhao Y, Lian C*, et al. Infusing a convolutional neural network with encoded joint node image data to recognize 25 daily human activities[J]. Advanced Intelligent Systems, 2023, 5(11): 2300266. (JCR 1区,封面文章,IF:6.7,通讯作者)
14.Zhao Y, Lian C*, et al. Tgc-yolov5: An enhanced yolov5 drone detection model based on transformer, gam & ca attention mechanism[J]. Drones, 2023, 7(7): 446. (JCR 1区,IF:5.2,通讯作者)
15.C. Lian, Z. Du, Y. Liu, J. Gong, Y. Kang and Y. Zhao, Texture-Guided Multi-Scale Feature Representation and Learning for Rotating Machinery Fault Diagnosis [J], IEEE Sensors Journal, 2026. (JCR 1区,IF:4.5,第一作者)
16.Lian C, Ma R, Wang X, et al. ANN-enhanced IoT wristband for recognition of player identity and shot types based on basketball shooting motion analysis[J]. IEEE Sensors Journal, 2021, 22(2): 1404-1413.(JCR 1区,IF:4.5,第一作者)
17.Lian C, Ren X, Zhao Y, et al. Towards a virtual keyboard scheme based on wearing one motion sensor ring on each hand[J]. IEEE Sensors Journal, 2020, 21(3): 3379-3387.(JCR 1区,IF:4.5,第一作者)
18.Zhao Y, Lian C*, Ren X, et al. High-precision and customized ring-type virtual keyboard based on layout redesign[J]. IEEE Sensors Journal, 2021, 21(22): 25891-25900. (JCR 1区,IF:4.5,导师第一,本人二作+通讯)
19. Wang W, Lian C*, Zhao Y, et al. Sensor-based gymnastics action recognition using time-series images and a lightweight feature fusion network[J]. IEEE Sensors Journal, 2024, 24(24): 42573-42583. (JCR 1区,IF:4.5,通讯作者)