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

• 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%

• Integrating spatial space sampling and deep perception for speech separation

  Liang, S.

  1/01/20 → 31/12/23

  Project: Governmental Research Project

  • Spatial 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%

• 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

• 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

• Deep Learning based Machinery Remaining Useful Life Prediction

  Yang, R.

  1/03/21 → 28/02/24

  Project: Internal Research Project

• 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%

• 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%

• 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%

• 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

• 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%

• Infrared Data Labeling Software Development

  Zhang, J.

  20/05/23 → 30/09/24

  Project: Collaborative Research Project

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

  Chen, Y.

  1/11/23 → 31/10/24

  Project: Governmental Research Project

• 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%

• 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%

• 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%

• 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%

• 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%

• 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%

• 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%

• 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%

• Unsupervised Discovery of Compositional Skills

  Lyu, C.

  1/07/23 → 30/06/25

  Project: Internal Research Project

• 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%

• 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%

• 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

• 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

• Advancing to a Brain-Controlled Metaverse: Preliminary Understanding of User Perception in Interaction through Brain Activity

  Huang, M. & Yang, R.

  1/09/24 → 31/08/25

  Project: Internal Research Project

  • Electroencephalogram 100%

• Research on efficient adaptation of Embodied intelligent dynamic environment based on large language model and reinforcement learning

  Chen, Y.

  1/09/24 → 31/08/25

  Project: Governmental Research Project

• 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%

• 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%

• Embodied agents for complex task planning

  Chen, Y.

  14/11/24 → 31/10/25

  Project: Collaborative Research Project

• standard ecosystem of open-source deep learning frameworks

  Wu, F.

  31/12/22 → 30/11/25

  Project: Governmental Research Project

• Implementation of Sound Source Detection and Localization Algorithm

  Cao, Y. & Liang, S.

  15/12/24 → 14/12/25

  Project: Collaborative Research Project

  • localization algorithm 100%
  • Detection Algorithm 100%
  • Sound Source 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%

• 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%

• 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

• Low-carbon natural wind distributed intelligent control system for the indoor environment of large buildings

  Wu, F., Chen, Q., Zhao, Y., Wang, Q. & Lim, E. G.

  1/01/24 → 31/12/25

  Project: Governmental Research Project

  • Natural Wind 100%
  • Control System 100%

• Self-supervised noise source detection and separation method

  Liu, S., Kang, F., Wang, Q., Jin, X., Guo, J., Hao, S., Hu, X. & Wu, M.

  1/01/24 → 31/12/25

  Project: Governmental Research Project

  • Noise Source 100%

• Multimodal Data Analysis for Data Centers Based on Meta-Learning

  Wu, F.

  1/01/25 → 31/12/25

  Project: Governmental Research Project

  • Data Center 100%
  • Meta-Learning 100%
  • Data Centres 100%

• Data Center Microgrid Regulation Based on Meta-Learning

  Wu, F., Zhu, Y., Zhang, J., Guo, J. & Chen, J.

  1/01/25 → 31/12/25

  Project: Governmental Research Project

  • Microgrid 100%

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

  Fan, P., Wang, J., Li, N., Tay, T. T. & Wang, L.

  1/03/24 → 28/02/26

  Project: Internal Research Project

  • Data Analytics 100%
  • Big Data 100%
  • Big Data Analytics 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%

• 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%