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

• 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

• 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%

• Unsupervised Discovery of Compositional Skills

  Lyu, C.

  1/07/23 → 30/06/25

  Project: Internal Research Project

• 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%

• The study on robust emotional representation and analysis methods in non-collaborative scenarios

  Liang, S.

  1/01/25 → 31/12/27

  Project: Internal Research Project

  • Representation Method 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%

• 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

• Speaker Identification for Commercial Bank

  Li, S.

  1/11/24 → 31/10/27

  Project: Governmental Research Project

  • Commercial Bank 100%

• SoC Chip Based on Embedded AI for Electric Energy Metering and Load Characteristic Identification

  Wu, F., Lim, E. G., Wang, Q., Leach, M., Liang, S., Jin, X., Wang, W., Fang, L. & Chen, X.

  1/02/24 → 31/01/27

  Project: Governmental Research Project

  • Energy Metering 100%
  • Characteristic Load 100%
  • Electric Energy 100%
  • System-on-Chip 100%
  • Artificial Intelligence 100%

• Small Sample Industrial Visual Inspection

  Xiao, J.

  1/05/25 → 30/12/28

  Project: Internal Research Project

  • Visual Inspection 100%

• Semi-supervised Semantic Segmentation

  Xiao, J. & Zhang, Q.

  1/01/23 → 31/12/25

  Project: Internal Research Project

  • Image Segmentation 100%

• 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%

• 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%

• Research on user-controllable personalized content recommendation and interpretability: a new perspective on breaking filter bubble

  Wang, J.

  1/01/25 → 31/12/27

  Project: Governmental Research Project

• 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%

• NSFC major: Research on Screen Video Coding Based on Adaptive Mixed Contents

  Xiao, J.

  1/01/24 → 1/12/28

  Project: Governmental Research Project

• Research on Screen Video Coding Based on Adaptive Mixed Contents

  Xiao, J.

  1/01/24 → 31/12/28

  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%

• 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

• 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%

• RDF-TP-0019

  Jin, X.

  1/09/24 → 31/08/27

  Project: Internal Research Project

• RDF-TP-0017

  Yang, R.

  1/06/21 → 31/08/27

  Project: Internal Research Project

• Raw Material Impurity Visual Inspection and Recognition System of Industrial Production Line

  Li, Y., Wang, Q. & Ji, C.

  14/09/24 → 14/09/27

  Project: Collaborative Research Project

  • Visual Inspection 100%
  • Industrial Production 100%
  • Production Line 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%

• Multi-source Concurrent Scene: Self-supervised Methods for Acoustic Event Detection and Separation

  Liu, S.

  1/01/25 → 31/12/27

  Project: Governmental Research Project

  • Event 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%

• 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%

• 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%

• Mathematical Reasoning Based on Neural-Symbolic System

  Wang, Q.

  1/01/25 → 31/12/29

  Project: Governmental Research Project

  • Mathematical Reasoning 100%
  • Symbolic System 100%

• Machine Learning Algorithm Interactive Education System using Generative AI and Virtual-reality technologies

  Wu, F. & Sun, Q.

  1/01/24 → 31/12/26

  Project: Internal Research Project

  • Machine Learning Algorithm 100%
  • Virtual Reality Technology 100%
  • Generative Artificial Intelligence 100%

• 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%

• Long-term high-fidelity image transmission through multimode fibers based on temporal-spatial dynamics-informed diffusion models

  Fan, P., Zuo, C., Liu, M. & Mao, M.

  1/09/24 → 31/08/27

  Project: Governmental Research Project

  • Multimode Fiber 100%
  • Image Transmission 100%
  • Diffusion Model 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%

• Investigation on deciphering oracle bone script

  Wang, Q., Zhang, W. & chi, X.

  30/09/24 → 30/09/26

  Project: Governmental Research Project

• Investigation of document image unwarping for recognition

  Wang, Q.

  1/01/23 → 31/12/25

  Project: Internal Research Project

• Intergral Feature Mining for Image-level Supervised Co-salient Object Detection

  Yu, S.

  1/01/24 → 31/12/26

  Project: Governmental Research Project

  • Salient Object Detection 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

• 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%

• 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%

• Hyperspectral Remote Sensing Image Classification Based on Progressive Self-Training and Multi-Modal Collaboration

  Zhang, J.

  1/01/25 → 31/12/27

  Project: Internal Research Project

  • Remote Sensing 100%
  • Image Classification 100%

• Graph-based 3D geometry learning

  Li, Y.

  1/09/22 → 31/08/25

  Project: Internal Research Project

• 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%

• 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%

• 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%

• Embodied agents for complex task planning

  Chen, Y.

  14/11/24 → 31/10/25

  Project: Collaborative Research Project

• Development of Complex Outdoor Environment Perception Systems

  Li, Y. & Wang, Q.

  27/07/24 → 27/07/27

  Project: Collaborative Research Project

• Development of cloud-based intelligent control technology for flexible manufacturing of high-end equipment

  Wang, J., Lim, E. G., Wang, Q., Pan, Y. & Wang, X.

  5/02/24 → 4/02/28

  Project: Collaborative Research Project