Department of Intelligent Science

Projects

Projects per year 2008 2022 2023 2024 2025 2029

• 3 Not started
• 66 Active
• 72 Finished

Projects per year

Search results

• 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%

• 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%

• Acoustic Scenes Identification based on Domain Adaptation

  Li, S.

  1/01/21 → 31/12/23

  Project: Governmental Research Project

• 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%

• Deep Learning based Machinery Remaining Useful Life Prediction

  Yang, R.

  1/03/21 → 28/02/24

  Project: Internal Research Project

• RDF-TP-0017

  Yang, R.

  1/06/21 → 31/08/27

  Project: Internal Research Project

• 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

• 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%

• 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%

• 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%

• 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%

• 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%

• 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%

• 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

• 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%

• 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%

• 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 → 30/06/26

  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

• 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%

• 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%

• Semiconductor zero-defect manufacturing and anomaly causal explanation based on complex system big data

  Wang, J.

  1/10/22 → 1/10/24

  Project: Internal Research Project

  • Complex System 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%

• 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%

• 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%

• standard ecosystem of open-source deep learning frameworks

  Wu, F.

  31/12/22 → 30/11/25

  Project: Governmental Research Project

• Zero-shot Learning with Multi-target Regression

  Jin, X.

  1/01/23 → 31/12/25

  Project: Internal Research Project

• 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%

• Investigation of document image unwarping for recognition

  Wang, Q.

  1/01/23 → 31/12/25

  Project: Internal Research Project

• A research on representation, analysis and generation of online handwritten documents

  Wang, Q.

  1/01/23 → 31/12/26

  Project: Governmental Research Project

• 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%

• Hyperspectral Remote Sensing Image Classification via Multi-Source Cross-Domain Few-Shot Learning

  Zhang, J.

  1/01/23 → 31/12/25

  Project: Governmental Research Project

  • Few-Shot Learning 100%
  • Image Classification 100%
  • Remote Sensing Image 100%

• Reliable cross-modal retrieval based on relation modeling and reasoning

  Wu, F.

  1/01/23 → 31/12/26

  Project: Governmental Research Project

  • Information Retrieval 100%

• Infrared Data Labeling Software Development

  Zhang, J.

  20/05/23 → 30/09/24

  Project: Collaborative Research Project

• Audio Representation Learning for Weakly Supervised Sound Event Detection

  Liu, S.

  1/07/23 → 30/06/26

  Project: Internal Research Project

  • Event Detection 100%
  • Representation Learning 100%

• Algorithm Robustness Analysis for Audio Processing Algorithms based on Deep Learning

  Li, S.

  1/07/23 → 30/06/26

  Project: Internal Research Project

  • Processing Algorithm 100%
  • Audio Signal Processing 100%
  • Deep Learning Method 100%

• Intelligent Multimodal Data Analysis for Digital Twin Cities

  Wu, F., Lim, E. G., Wang, Q., Chen, Q., Zhu, X., Zhao, Y., Qian, J. & Pan, Z.

  1/07/23 → 30/06/26

  Project: Governmental Research Project

• Unsupervised Discovery of Compositional Skills

  Lyu, C.

  1/07/23 → 30/06/25

  Project: Internal Research Project

• Compliant Recommendation Methodology Based on Causal Reasoning

  Wang, J., Wang, Q., Zhang, H., Jin, X., Yin, C. & feng, K.

  1/07/23 → 1/07/25

  Project: Governmental Research Project

• Exploration of the Usability of Virtual Reality Rehabilitation System

  Huang, M., Yue, Y., Yang, R., Sun, W., Wang, L., Zhang, J. & Wan, Z.

  1/07/23 → 1/07/25

  Project: Governmental Research Project

  • Virtual Reality 100%

• Learning-based Methods for Single Image Restoration and Enhancement

  Fan, P.

  1/07/23 → 30/06/26

  Project: Internal Research Project

  • Single Image 100%
  • Image Enhancement 100%
  • Image Restoration 100%

• Comprehensive Exploration of Image-level Supervised Co-salient Object Detection

  Yu, S.

  1/07/23 → 30/06/26

  Project: Internal Research Project

  • Level Image 100%
  • Salient Object Detection 100%

• Multi-modal deep learning for the application of social media data analysis

  Wu, F.

  1/07/23 → 30/06/25

  Project: Internal Research Project

  • Multimodal Deep Learning 100%
  • Social Medium Data 100%
  • Deep Learning Method 100%

• Enterprise Energy Management Systems

  Wang, Q.

  15/07/23 → 31/12/28

  Project: Collaborative Research Project

• Enhancing Big Data Analytics Teaching through Competition-based Learning Using Kaggle Platform

  Fan, P., Li, N., Purwanto, E., Tay, T. T. & Wang, J.

  1/09/23 → 30/09/26

  Project: Internal Research Project

  • Big Data Analytics 100%

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

  Chen, Y.

  1/11/23 → 31/10/24

  Project: Governmental Research Project

• Research on Key Technologies for Small Sample Industrial Visual Inspection

  Xiao, J., Wang, Q., Yu, S., Jin, X., Fan, P., Wang, X., Wang, X., Qiu, X., Peng, J., Gong, Y., Qin, Y. & Li, H.

  1/11/23 → 31/12/26

  Project: Governmental Research Project

  • Visual Inspection 100%

• Generalization analysis for open domain adaptation based on vicinal risk minimization

  Yang, X. & Jiang, H.

  1/01/24 → 31/12/26

  Project: Governmental Research Project

  • Risk Minimization 100%
  • Domain Adaptation 100%
  • Marginal Distribution 100%

• Optimizing human-robot interaction in a brain-computer interface based walking assist robot system

  Huang, M., Yang, R., Wan, Z., Wang, L., Sun, W., Zheng, Y. & Lu, A.

  1/01/24 → 31/12/26

  Project: Internal Research Project

  • Human Robot Interaction 100%
  • Computer Interface 100%