Mengjun Liu (刘孟君)

Publications

  • M. Liu, Z. Song, D. Chen, X. Wang, Z. Zhuang, M. Fei, L. Zhang, Q. Wang, “Affinity Learning based Brain Function Representation for Disease Diagnosis,” MICCAI Early Accept, 2024.
  • D. Chen, L. Yao, M. Liu, Z. Shen, Y. Hu, Z. Song, Q. Wang, L. Zhang, “Self-supervised Learning with Adaptive Graph Structure and Function Representation For Cross-Dataset Brain Disorder Diagnosis,” MICCAI, 2024.
  • M. Liu#, H. Zhang#, M. Liu, D. Chen, R. Zhou, W. Lu, L. Zhang, D. Shen, Q. Wang, D. Peng, “Hierarchical Encoding and Fusion of Brain Functions for Depression Subtype Classification,” IEEE Transactions on Affective Computing, 2024, 15(3): 1826-1837. (Paper)
  • X. Wang, S. Wang, H. Xiong, K. Xuan, Z. Zhuang, M. Liu, Z. Shen, X. Zhao, L. Zhang, Q. Wang, “Spatial attention-based implicit neural representation for arbitrary reduction of MRI slice spacing,” Medical Image Analysis, 2024: 94, 103158. (Paper)
  • M. Liu#, H. Zhang#, M. Liu, D. Chen, Z. Zhuang, X. Wang, L. Zhang, D. Peng, Q. Wang, “Randomizing Human Brain Function Representation for Brain Disease Diagnosis,” IEEE Transactions on Medical Imaging, 2024, 43(7): 2537-2546. (Paper)(Code)
  • X. Wang#, Z. Shen#, Z. Song, S. Wang, M. Liu, L. Zhang, K. Xuan, Q. Wang, “Arbitrary Reduction of MRI Inter-slice Spacing Using Hierarchical Feature Conditional Diffusion,” MIML, 2023. (Paper)
  • Z. Song, X. Wang, X. Zhao, S. Wang, Z. Shen, Z. Zhuang, M. Liu, Q. Wang, L. Zhang, “Alias-Free Co-modulated Network for Cross-modality Synthesis and Super-resolution of MR Images,” MICCAI Early Accept, 2023. (Paper)(Code)
  • D. Chen, M. Liu, Z. Shen, X. Zhao, Q. Wang, L. Zhang, “Learnable Subdivision Graph Neural Network for Functional Brain Network Analysis and Interpretable Cognitive Disorder Diagnosis,” MICCAI, 2023. (Paper)(Code)
  • Z. Zhuang, X. Wang, S. Wang, Z. Shen, X. Zhao, M. Liu, Z. Xue, D. Shen, L. Zhang, Q. Wang, “CAS-Net: Cross-View Aligned Segmentation by Graph Representation of Knees,” MICCAI, 2023. (Paper)
  • T. Luo, K. Chen, M. Liu, K. Sun, J. Xu, Z. Pan, “Design and implementation of interactive VR campus roaming system,” International Conference on Virtual Reality and Visualization (ICVRV), 2018. (Paper)