Heran Xi

Short-term energy consumption prediction of electric vehicle charging station using attentional feature engineering and multi-sequence stacked Gated Recurrent Unit

Jiafeng Zheng, Jinghua Zhu, Heran Xi · Computers & Electrical Engineering · 2023 · 26 citations

Engineering, Automotive Engineering, Electrical Engineering +17

kMaXU: Medical image segmentation U-Net with k-means Mask Transformer and contrastive cluster assignment

Chengying Huang, Heran Xi, Jinghua Zhu · Pattern Recognition · 2024 · 19 citations

Computing, Biomedical Engineering, Biomedical Informatics +12

Cross Pyramid Transformer makes U-net stronger in medical image segmentation

Jinghua Zhu, Sheng Yue, Hui Cui et al. · Biomedical Signal Processing and Control · 2023 · 14 citations

Computing, Biomedical Engineering, Computer Science +11

Multi-scale graph harmonies: Unleashing U-Net’s potential for medical image segmentation through contrastive learning

Jie Wu, Jiquan Ma, Heran Xi et al. · Neural Networks · 2024 · 12 citations

Computing, Biomedical Engineering, Biomedical Imaging +13

CCA: Contrastive cluster assignment for supervised and semi-supervised medical image segmentation

Jinghua Zhu, Chengying Huang, Heran Xi et al. · Neural Networks · 2025 · 12 citations · Full text

Computing, Biomedical Engineering, Computer Science +15