Lituan Wang's Homepage

I’m Lituan Wang, currently an associate research professor with Machine Intelligence Lab, College of Computer Science, Sichuan University. I received my Ph.D. degree in Computer Science from Sichuan University in 2019, under the supervision of Prof. Lei Zhang. My research interest includes Medical Image Analysis and Attention Mechanism.

I'm looking for MS students. Please feel free to contact me if you are interested! Email: lituanwang@scu.edu.cn

Publications

  1. Xin Shu, Jiao Qu, Lituan Wang, Zizhou Wang, Wenjing Zhang, Ying Wang, Lei Zhang*, Su Lui, Deep slice-crossed network with local weighted loss for brain metastases segmentation, IEEE Transactions on Cognitive and Developmental Systems, Accepted, 2022.
  2. Lituan Wang, Lei Zhang*, Xin Shu, and Zhang Yi, Intra-class Feature Concentration for Skin Lesion Classification, Medical Image Analysis, Accepted, 2022.
  3. Lituan Wang, Lei Zhang*, Xiaofeng Qi, Zhang Yi, Deep Attention Based Imbalanced Image Classification, IEEE Transactions on Neural Networks and Learning Systems, vol. 33, no. 8, pp. 3320-3330, Aug. 2022.
  4. Rui Gu, Lituan Wang*, Lei Zhang, DE-Net: A Deep Edge Network with Boundary Information for Automatic Skin Lesion Segmentation, Neurocomputing, vol. 468, pp.71-84, 2022.
  5. Yuchen Yuan, Lei Zhang, Lituan Wang*, Haiying Huang, Multi-level Attention Network for Retinal Vessel Segmentation, IEEE Journal of Biomedical and Health Informatics, vol.26, no.1, 2022.
  6. Dong Li, Lituan Wang, Ting Hu, Lei Zhang*, Qing Lv, Deep Multi-instance Mammogram Classification with Region Label Assignment Strategy and Metric-Based Optimization, IEEE Transactions on Cognitive and Developmental Systems, DOI: 10.1109/TCDS.2021.3135947, 2021.
  7. Lituan Wang, Yangqin Feng, Qiufang Fu*, Jianyong Wang, Xunwei Sun, Xiaolan Fu, Lei Zhang, Zhang Yi, A dual simple recurrent network model for chunking and abstract processes in sequence learning, Frontiers in Psychology, vol.12, pp.1348, 2021.
  8. Jianwei Zhang, Dong Li, Lituan Wang, Lei Zhang*, One-Shot Neural Architecture Search by Dynamically Pruning Supernet in Hierarchical Order, International Journal of Neural Systems, vol.31, no.7, pp.2150029, 2021.
  9. Lituan Wang, Lei Zhang*, Minjuan Zhu, Xiaofeng Qi, Zhang Yi, Automatic Diagnosis for Thyroid Nodules in Ultrasound Images by Deep Neural Networks, Medical Image Analysis, 61 (2020) 101665.
  10. Lituan Wang, Lei Zhang*, Jianyong Wang, Zhang Yi, Memory Mechanisms for Discriminative Visual Tracking Algorithms with Deep Neural Networks, IEEE Transactions on Cognitive and Developmental Systems, 2020, 12(1):98-108.
  11. Yan Wang, Lei Zhang*, Lituan Wang, Zizhou Wang, Multitask Learning for Object Localization With Deep Reinforcement Learning, IEEE Transactions on Cognitive and Developmental Systems, 2019, 11(4):573-580.
  12. Hongli Deng, Lei Zhang*, Lituan Wang, Global context-dependent recurrent neural network language model with sparse feature learning, Neural Computing and Applications, 2019, 31(2): S999-S1011.
  13. Hongli Deng, Lei Zhang*, Lituan Wang, Sentence Representation and Classification Using Attention and Additional Language Information, 2018 Tenth IEEE International Conference on Advanced Computational Intelligence (ICACI), 2018, pp.679 - 684.
  14. Lituan Wang, Lei Zhang*, Zhang Yi, Trajectory Predictor by Using Recurrent Neural Networks in Visual Tracking, IEEE Transactions on Cybernetics, 2017, 47(10):3172-3183.

Education

  • 2014.09 - Present:Ph.D. student, Sichuan University, computer science and technology, Supervisor: Prof. Lei Zhang
  • 2010.09 - 2014.06:B.S. in computer science and technology, Sichuan University

    • Academic Activities

  • Reviewer of IEEE Transactions on Cybernetics
  • Reviewer of IEEE Transactions on Neural Networks and Learning Systems
  • Reviewer of IEEE Transactions on Knowledge and Data Engineering
  • Reviewer of IEEE Transactions on Cognitive and Developmental Systems
  • Reviewer of Scientific Report
  • Member of IEEE
  • Member of IEEE Computational Intelligence Society (CIS)

    • Contact

  • Address:Machine Intelligence Laboratory College of Computer Science, Sichuan University, Chengdu, 610065, P. R. China
  • Email:lituanwang@scu.edu.cn