Department of Intelligent Science

Projects

Projects per year 2008 2022 2023 2024 2029

• 3 Not started
• 64 Active
• 71 Finished

Projects per year

Search results

• Active

  Semi-supervised Semantic Segmentation

  Xiao, J. & Zhang, Q.

  1/01/23 → 31/12/25

  Project: Internal Research Project

  • Image Segmentation 100%

• Methods Study on Multi-Task Learning for 3D Computational Environmental Audio Analysis

  Cao, Y.

  1/01/23 → 31/12/25

  Project: Internal Research Project

  • Learning Task 100%
  • Audio Analysis 100%
  • Multitask Learning 100%

• VAE-based Unsupervised Representation Learning Theory and Applicarions

  Yang, X.

  1/01/23 → 31/12/25

  Project: Governmental Research Project

  • Learning Theory 100%
  • Marginal Distribution 100%

• Zero-shot Learning with Multi-target Regression

  Jin, X.

  1/01/23 → 31/12/25

  Project: Internal Research Project

• Investigation of document image unwarping for recognition

  Wang, Q.

  1/01/23 → 31/12/25

  Project: Internal Research Project

• standard ecosystem of open-source deep learning frameworks

  Wu, F.

  31/12/22 → 30/11/25

  Project: Governmental Research Project

• Suzhou Municipal Key Lab for Intelligent Virtual Engineering

  Yue, Y., Liang, H. N., Lim, E. G., Man, K. L., Ma, F., Wang, X., Guan, S., Wang, Q., Xiao, J., Ma, J., Meng, J., Zhang, C., Chen, M., Chen, B., Wang, W., Craig, P., Sun, J., Liu, G., Xia, J., Zhu, X., Yu, L., Zhang, J., Qi, J., Huang, M., Yang, R., Li, S., Dong, Y., Yang, X., Li, Y., Wang, J., Zhang, H., Wei, Z., Sun, Q., Elsheikh, A., Levers, A., Konev, B., Coenen, F., Atkinson, K., Gasieniec, L., Wong, P., Payne, T., Garcia-Fernandez, A. & Zhang, Y.

  1/11/22 → 30/10/25

  Project: Governmental Research Project

  • Engineering 100%

• Graph-based 3D geometry learning

  Li, Y.

  1/09/22 → 31/08/25

  Project: Internal Research Project

• Semi-supervised segmentation based defect detection for industry products

  Zhang, Q. & Xiao, J.

  1/09/22 → 31/08/25

  Project: Internal Research Project

  • Defect Detection 100%

• Research on single-stage high frequency link power sub transformer based on gallium nitride power integration

  Wen, H., Zhang, Q., Yang, R., Chu, G., Lim, E. G., Liu, W., Hao, J., Bu, Q., Zhu, Y., Xu, P., Wang, X., Yang, Y., 汪义旺, 丰郅宸, 韩旭 & 程朝飞

  1/07/22 → 30/06/25

  Project: Governmental Research Project

  • Nitride 100%

• 基于频域卷积传递函数的多通道语音信号盲源分离

  Yang, F. & Liu, S.

  1/07/22 → 1/07/25

  Project: Governmental Research Project

• A research on domestic robustness for acoustic signal processing system

  Li, S.

  1/07/22 → 30/06/25

  Project: Governmental Research Project

  • Signal Processing System 100%
  • Acoustic Signal 100%

• Trajectory Evolution Mechanism and Geometric Reconstruction Online Optimization of High-frequency Isolated Multi-modal Power Converters

  Wen, H., Kommuri, S., Zhang, Q., Yang, R., 胡义华, 肖卫东, 楚冠英, 卜庆雷, 朱殷晓 & 徐培超

  1/01/22 → 31/12/25

  Project: Governmental Research Project

  • Power Converter 100%

• RDF-TP-0017

  Yang, R.

  1/06/21 → 31/08/27

  Project: Internal Research Project

• Not started

  Semiconductor defect detection based on complex system big data and machine vision: methods and research

  Wang, J.

  Project: Collaborative Research Project

• Teaching content innovation of mechatronics practical courses based on industrial ethernet and edge computing

  Zhang, Q., Wang, X., Yang, R. & Sun, J.

  Project: Governmental Research Project

  • Edge Computing 100%

• Learning Multiscale Kernels for Image Analysis

  Lu, W.

  Project: Internal Research Project

  • Multiscale 100%
  • Image Analysis 100%
• Finished

  Develop of sound detection simulation software

  Cao, Y., Kang, F. & Liang, S.

  1/06/24 → 30/09/24

  Project: Collaborative Research Project

  • Simulation Software 100%

• Research on Task Planning and Skill Base Algorithm for Mobile Robots

  Chen, Y.

  10/05/24 → 31/10/24

  Project: Collaborative Research Project

  • Large Language Model 100%
  • Basis Algorithm 100%
  • Mobile Robot 100%

• AI and Learning Analytics

  Purwanto, E., Zhang, Q., Selig, T., Ma, T., Fan, P., Wang, Y. & Juwono, F.

  1/04/24 → 31/12/24

  Project: Internal Research Project

  • Conversational Agent 100%
  • Data Structure 100%
  • Evaluation Result 33%
  • structure learning 33%
  • Learning System 33%

• Adaptive Research in Text and Image Large Models (LLM)

  Chen, Y.

  1/11/23 → 31/10/24

  Project: Governmental Research Project

• Infrared Data Labeling Software Development

  Zhang, J.

  20/05/23 → 30/09/24

  Project: Collaborative Research Project

• Intelligent Monitoring and Early Warning Technology for Crane Operations in Power Grid Construction

  Zhang, J.

  1/11/22 → 31/01/23

  Project: Collaborative Research Project

  • Inspection and Analysis 100%
  • Lifting Operation 100%
  • Power Grid 100%

• Development of Intelligent Driving Perception Algorithms

  Zhang, J.

  25/10/22 → 24/10/23

  Project: Collaborative Research Project

  • Computervision 100%
  • Road 100%
  • Computer Vision 100%

• AI Innovation Platform

  Lim, E. G., Yue, Y., Man, K. L., Ma, F., Wang, Q., Xiao, J., Meng, J., Liang, H. N., Zhao, C., Ma, J., Jin, X., Wang, X., Yang, X., Chen, M., Guan, S., Xue, F., Zhang, C., Stefanidis, A., Sun, Q. & Xu, D.

  1/09/22 → 30/08/24

  Project: Governmental Research Project

  • Artificial Intelligence 100%

• Unsupervised generative models for cross-domain image generation and retrieval

  Yang, X., Tan, Z., Su, Z., Yao, K., Jiang, S. & Lin, Y.

  1/07/22 → 30/06/24

  Project: Governmental Research Project

  • Generative Model 100%
  • Image Synthesis 100%
  • Image Retrieval 100%
  • Marginal Distribution 100%

• Wide FoV and high resolution video perception and efficient coding

  Xiao, J., Zhang, B. & Sun, M.

  1/06/22 → 31/05/24

  Project: Governmental Research Project

• Multi-stage Big Data Analytics for Complex Systems: Methodologies and Applications

  Wang, J. & Wang, Q.

  1/03/22 → 28/02/25

  Project: Internal Research Project

  • Multistage 100%
  • Big Data 100%

• International Innovation Research Institute of Third Generation Semiconductor Power Electronic Devices and Power Integration

  Wen, H., Liu, W., Lim, E. G., Yue, Y., Wang, X., Ma, F., Xu, D., Yang, L., Wang, R., Sun, J., Xue, F., Chen, M., Wang, Z., Yu, L., Zhao, C., Liu, Y., Song, P., Zhao, Y., Cui, M., Ma, J., Liu, C., Qi, Y., R., P., Taylor, S., Nichols, R., C., Y., Spencer, J., Smith, J., Qian, H. & Zhao, S.

  1/01/22 → 31/12/24

  Project: Governmental Research Project

  • Power Electronic Device 100%

• Key Technology Research and Development for Wireless Application Platform

  Zhang, J.

  6/12/21 → 5/09/22

  Project: Collaborative Research Project

  • Visual Processing 100%
  • Application Platform 100%
  • Wireless Communication 100%
  • Related Technology 100%
  • Computer Vision 100%

• Early Fault Prediction and Diagnosis based on Deep Transfer Learning

  Yang, R., Huang, M., Lin, B., Chen, X., Wan, Z., Zheng, Y., Luo, T., Wei, M. & Yu, N.

  1/12/21 → 31/12/24

  Project: Governmental Research Project

  • Transfer Learning 100%
  • Transfer of Learning 100%

• Research on edge-computing-based accurate path planning and lane-keeping methods for unmanned surface vehicles

  Ma, J., Zhu, X., Yue, Y., Zhang, J., Wang, J., Huang, T., Ma, Y., Yao, S. & Chu, Y.

  1/12/21 → 31/12/24

  Project: Governmental Research Project

  • Path Planning 100%
  • Edge Computing 100%

• Few-shot Stylistic Character Generation based on Deep Neural Networks

  Jiang, H., Yap, E. H., Li, H., Wang, Q. & Jin, X.

  1/09/21 → 31/08/24

  Project: Internal Research Project

• Deep Learning based Machinery Remaining Useful Life Prediction

  Yang, R.

  1/03/21 → 28/02/24

  Project: Internal Research Project

• Jiangsu Province Engineering Research Center of Data Science and Cognitive Computing

  Lim, E. G., Zhu, X., Lam, H. P., Liang, S., Liu, D., Yue, Y., Man, K. L., Ma, F., Wang, Q., Xiao, J., Meng, J., Zhao, C., Ma, J., Sun, Q., Jin, X., Wang, X., Yang, X., Chen, M., Guan, S., Xue, F., Zhang, C., Stefanidis, A. & Xu, D.

  1/01/21 → 31/12/23

  Project: Governmental Research Project

  • Jiangsu Province 100%
  • Engineering Research 100%
  • Cognitive Computing 100%

• NSFC: Neural Network Architecture Search for Hardware and Task Adaptation

  Chen, Y.

  1/01/21 → 31/12/23

  Project: Governmental Research Project

  • Computer Hardware 100%
  • Neural Network Architecture 100%

• Acoustic Scenes Identification based on Domain Adaptation

  Li, S.

  1/01/21 → 31/12/23

  Project: Governmental Research Project

• Investigation of Deep Generative Model Design via Bayesian Nonparametric Approaches

  Yang, X.

  1/12/20 → 30/11/23

  Project: Internal Research Project

  • Generative Model 100%

• Research on Sense of Agency during Arm Movement in Virtual Reality Rehabilitation System

  Huang, M., Yue, Y., Yang, R., 孙文心, 汪柳, 张晶晶 & 万子桐

  1/12/20 → 31/12/22

  Project: Governmental Research Project

  • Sense of Agency 100%
  • Arm Movement 100%
  • Virtual Reality 100%

• Intelligent Object Detection and Segmentation with High-Density 3D Point Cloud Data　

  Wang, Q., Huang, K., Jin, X., Xiao, J., Zhang, R., Yang, X. & Bai, H.

  1/06/20 → 30/06/24

  Project: Governmental Research Project

  • Point Cloud 100%

• Deep Reinforcement Learning Based Fault Diagnosis Method for Photovoltaic DC Micro Grid

  Ma, J., Man, K. L., Wen, H., Yang, R., Muhammad, 毕自强, 王康石 & 郑小瑀

  1/01/20 → 31/12/22

  Project: Internal Research Project

  • Microgrid 100%
  • Photovoltaics 100%
  • Reinforcement Learning 100%
  • Fault Diagnosis 100%

• Integrating spatial space sampling and deep perception for speech separation

  Liang, S.

  1/01/20 → 31/12/23

  Project: Governmental Research Project

  • Spatial 100%

• Deep Learning Based Interactive Multiview Video Research

  Xiao, J., 林春雨, 魏云超, 谢彦春, 郑丁源, 张冰峰, 李慧, 俞思悦, 孙铭杰 & Jammal, S.

  1/01/20 → 31/12/23

  Project: Governmental Research Project

• Intelligent Architecture Image Retrieval? and Recommendation Platform Design

  Huang, K., Wang, Q., Jin, X., Zhang, R., Xiao, J., Yang, X. & 王涛

  1/01/20 → 31/12/22

  Project: Internal Research Project

  • Image Retrieval 100%

• Investigation on the robust Oracle character recognition

  Wang, Q.

  1/12/19 → 31/12/20

  Project: Governmental Research Project

  • Character Recognition 100%

• A fully-automated low-cost microfluidic platform enhanced by artificial intelligence for point-of-care diagnosis of Alzheimer's disease

  Song, P., Wang, Q., Meng, J., Rong, R. & 黄开竹

  1/07/19 → 30/06/22

  Project: Internal Research Project

  • Artificial Intelligence 100%
  • Alzheimer's Disease 100%

• Research on Exoskeleton Control Method based on Motor Imagery Brain-Computer Interface

  Huang, M., Yang, R. & Chen, M.

  1/07/19 → 30/06/22

  Project: Internal Research Project

  • Brain-Computer Interface 100%
  • Motor Imagery 100%
  • Computer Interface 100%
  • Control Method 100%

• Suzhou Municipal Key Lab of Cognitive Computing and Applied Technology

  Wang, Q., Huang, K., Man, K. L., Wang, X., Ma, F., Wen, H., Jin, X., Xiao, J., Xu, M., Chen, M., Lee, S., Wang, Z., Liu, G., Niu, Q., Wen, M., Yu, L., Zhang, R., Wang, W., Liu, W., Ma, J., Zhao, C., Yang, R., Liu, Q., Zhang, Q., Yang, X., Song, P., Wang, J., Li, S., Li, Y., Yu, L., Zhu, X., Chen, J., Selig, T., Lim, E. G., Hussain, A., Coenen, F., Tillo, T., Huang, X., Yi, X., Guan, S., Yue, Y., Liang, H. & Kim, J.

  1/07/19 → 30/06/21

  Project: Governmental Research Project

  • Cognitive Computing 100%
  • Applied Technology 100%

• Life and Death of Urban Commercial Centres in Suzhou: Empowering Vitality through Big Data

  Kim, J. S., Song, J., Xu, Y., Chung, H., Lin, L. & Wang, Q.

  1/07/19 → 30/09/23

  Project: Internal Research Project

  • Suzhou 100%

• Intelligent driving environment perception based on deep learning

  Chen, Y.

  1/05/19 → 31/05/20

  Project: Collaborative Research Project