Dr Liangfu Lyu - Research

Research papers

  1. L.Lu, X. Cui, Z. Tan, Y. Wu,"MedOptNet: Meta-Learning framework for few-shot Medical Image Classification", Accepted by IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2023, DOI: 10.1109/TCBB.2023.3284846.
  2. L. Lu, F. Zhang, Y. Wu, Ma S., X. Zhang, G. Ni，"A Multi-frame Network Model for Predicting Seizure based on sEEG and iEEG Data", Frontiers in Computational Neuroscience,16:1-15,2022.
  3. T Li, H. Huang, S. Zhang,Y.  Zhang, H. Jing,T. Sun,X. Zhang, L Lu* and M. Zhang "Predictive models based on machine learning for bone metastasis in patients with diagnosed colorectal cancer", Frontiers in Public Health, 10:1-11,2022.
  4. W. Yuan,F. Hu, L. Lu, "A new non-adaptive optimization method: Stochastic gradient descent with momentum and difference", Applied Intelligence, 52:3939–3953,2022.
  5. M. Xu, R. Jin, L. Lu, T. Chung. "A Novel Cross Channel Self-Attention based Approach for Facial Attribute Editing," KSII Transactions on Internet and Information Systems (TIIS),15 (6), 2115-2127, 2022.
  6. C. Cui, L. Lu*, Z. Tan, A. Hussain. "Conceptual text region network: Cognition-inspired accurate scene text detection," Neurocomputing,  464:252-264, 2021.
  7. L. Lu, X. Ren, C. Cui, Z. Tan, Y. Wu, Z. Qin. "A novel tensor-information bottleneck method for multi-input single-output applications," Computer Networks, 193:108088,2021.
  8. F. Hu, Y. Wei, L. Lu, "A new non-adaptive optimization method: Stochastic gradient descent with momentum and difference," Applied Intelligence, 1-15, 2021.
  9. X. Ren, L., Lu*, J. Chanussot  "Toward Super-Resolution Image Construction Based on Joint Tensor Decomposition,"  Remote Sensing,  12(16), 25-35, 2020.
  10. Y. Mu, P. Wang, L. Lu*, "Weighted nuclear norm minimization for tensor completion using tensor-SVD,"  Pattern Recognition Letters, 130:4-11, 2020.
  11. L. Lu*, X. Ren, K. Yeh, Z. Tan, J. Chanussot,  "Exploring coupled images fusion based on joint tensor decomposition," Human-centric Computing and Information Sciences, 10 (1), 1-26, 2020.
  12. L. Lu, X. Ren, C. Cui, Y. Luo, M. Huang, "Tensor mutual information and its applications,"  Concurrency and Computation: Practice and Experience, https://doi.org/10.1002/cpe.5686, 2020.