Preliminary Study on Deep Learning Techniques for Learning Low-level Visions for All Seasons

Research output

Research output per year 2022 2022 2023 2023

• 6 Journal Article (refereed)
• 1 Review article

Research output per year

Research output per year

Search results

• 2023

  A Transformer–Convolution Model for Enhanced Session-Based Recommendation

  WANG, J., XIE, H., WANG, F. L. & LEE, L.-K., 28 Apr 2023, In: Neurocomputing. 531, p. 21-33 13 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Simulation Mode 100%
  • Convolutional Neural Network 50%
  • Long Distance Dependency 50%
  • Real World 25%
  • Good Performance 25%
  5 Citations (Scopus)

• Jointly modeling intra- and inter-session dependencies with graph neural networks for session-based recommendations

  WANG, J., XIE, H., WANG, F. L., LEE, L.-K. & WEI, M., 1 Mar 2023, In: Information Processing and Management. 60, 2, 103209.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  Open Access

  • Graph Neural Network 100%
  • Representation 50%
  • Real World 25%
  • Nearest Neighbour 25%
  • Simulation Mode 25%
  17 Citations (Scopus)

• Leveraging deep learning for automatic literature screening in intelligent bibliometrics

  CHEN, X., XIE, H., LI, Z., ZHANG, D., CHENG, G., WANG, F. L., DAI, H.-N. & LI, Q., Apr 2023, In: International Journal of Machine Learning and Cybernetics. 14, 4, p. 1483-1525 43 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Deep Learning 100%
  • Learning Ability 25%
  • Statistical Information 25%
  • Big Data Analytics 25%
  • Training Dataset 25%
  3 Citations (Scopus)
• 2022

  Contrastive Semantic‐Guided Image Smoothing Network

  WANG, J., WANG, Y., FENG, Y., GONG, L., YAN, X., XIE, H., WANG, F. L. & WEI, M., Oct 2022, In: Computer Graphics Forum. 41, 7, p. 335-346 12 p.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Adaptive Smoothing 100%
  • Segmentation Task 100%
  • Semantic Object 100%
  2 Citations (Scopus)

• Machine and cognitive intelligence for human health: systematic review

  CHEN, X., CHENG, G., WANG, F. L., TAO, X., XIE, H. & XU, L., Feb 2022, In: Brain Informatics. 9, 1, 5.

  Research output: Journal Publications › Review article › Other Review

  Open Access

  • Support Vector Machine 100%
  • Interdisciplinary 50%
  • Health Care 50%
  • Performance Evaluation 50%
  • Logistic Regression 50%
  15 Citations (Scopus)

• Non-local Low-rank Point Cloud Denoising for 3D Measurement Surfaces

  ZHU, D., CHEN, H., WANG, W., XIE, H., CHENG, G., WEI, M., WANG, J. & WANG, F. L., Jan 2022, In: IEEE Transactions on Instrumentation and Measurement. 71, 15 p., 5002214.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Point Cloud 100%
  • Low-Rank 57%
  • Correlation 28%
  • Filtering 28%
  • Real World 14%
  10 Citations (Scopus)

• Three-dimensional surface mesh optimization and centerline extraction of vasculatures for endovascular intervention simulation

  WANG, F. L., ZHU, D., XIE, H., WANG, W. & CHENG, G., 21 Jun 2022, In: Journal of Electronic Imaging. 31, 3, 033038.

  Research output: Journal Publications › Journal Article (refereed) › peer-review

  • Simulation 100%
  • Optimization 66%
  • Artifacts 66%
  • Optimization Framework 33%
  • Mesh Smoothing 33%
  2 Citations (Scopus)