| 2025 | MICCAI | Lymph Node Metastasis Classification with Prototype-Guided Multiple Instance Aggregation and Heterogeneous Feature Fusion. | Haoshen Li, Tashan Ai, Yirui Wang, Zhanghexuan Ji, Qinji Yu, Le Lu, Bin Dong, Li Zhang, Xianghua Ye, Kuaile Zhao, Dakai Jin |
| 2024 | AISTATS | Continual Domain Adversarial Adaptation via Double-Head Discriminators. | Yan Shen, Zhanghexuan Ji, Chunwei Ma, Mingchen Gao |
| 2024 | MICCAI | Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation. | Vince Zhu, Zhanghexuan Ji, Dazhou Guo, Puyang Wang, Yingda Xia, Le Lu, Xianghua Ye, Wei Zhu, Dakai Jin |
| 2023 | ICCV | Continual Segment: Towards a Single, Unified and Non-forgetting Continual Segmentation Model of 143 Whole-body Organs in CT Scans. | Zhanghexuan Ji, Dazhou Guo, Puyang Wang, Ke Yan, Le Lu, Minfeng Xu, Qifeng Wang, Jia Ge, Mingchen Gao, Xianghua Ye, Dakai Jin |
| 2023 | ICLR | Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning. | Chunwei Ma, Zhanghexuan Ji, Ziyun Huang, Yan Shen, Mingchen Gao, Jinhui Xu |
| 2021 | MICCAI | Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment. | Zhanghexuan Ji, Mohammad Abuzar Shaikh, Dana Moukheiber, Sargur N. Srihari, Yifan Peng, Mingchen Gao |
| 2020 | MICCAI | User-Guided Domain Adaptation for Rapid Annotation from User Interactions: A Study on Pathological Liver Segmentation. | Ashwin Raju, Zhanghexuan Ji, Chi-Tung Cheng, Jinzheng Cai, Junzhou Huang, Jing Xiao, Le Lu, Chien-Hung Liao, Adam P. Harrison |
| 2020 | MICCAI | An End-to-End Learnable Flow Regularized Model for Brain Tumor Segmentation. | Yan Shen, Zhanghexuan Ji, Mingchen Gao |
| 2019 | MICCAI | Scribble-Based Hierarchical Weakly Supervised Learning for Brain Tumor Segmentation. | Zhanghexuan Ji, Yan Shen, Chunwei Ma, Mingchen Gao |
| 2019 | MICCAI | Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data. | Chunwei Ma, Zhanghexuan Ji, Mingchen Gao |