Zhanghexuan Ji

25 papers A* 2A 2Journal 14Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Continual Learning-driven Model for Accurate and Generalizable Segmentation of Clinically Comprehensive and Fine-grained Whole-body Anatomies in CT.
CoRR
Dazhou Guo, Zhanghexuan Ji, Yanzhou Su, Dandan Zheng, Heng Guo, Puyang Wang, Ke Yan, Yirui Wang, Qinji Yu, Zi Li, Minfeng Xu, Jianfeng Zhang, Haoshen Li, Jia Ge, Tsung-Ying Ho, Bing-shen Huang, Tashan Ai, Kuaile Zhao, Na Shen, Qifeng Wang, Yun Bian, Tingyu Wu, Peng Du, Hua Zhang, Feng-Ming (Spring) Kong, Alan L. Yuille, Cher Heng Tan, Chunyan Miao, Perry J. Pickhardt, Senxiang Yan, Ronald M. Summers, Le Lu, Dakai Jin, Xianghua Ye
2025 J jnl
From Slices to Sequences: Autoregressive Tracking Transformer for Cohesive and Consistent 3D Lymph Node Detection in CT Scans.
CoRR
Qinji Yu, Yirui Wang, Ke Yan, Dandan Zheng, Dashan Ai, Dazhou Guo, Zhanghexuan Ji, Yanzhou Su, Yun Bian, Na Shen, Xiaowei Ding, Le Lu, Xianghua Ye, Dakai Jin
2025 — conf
Lymph Node Metastasis Classification with Prototype-Guided Multiple Instance Aggregation and Heterogeneous Feature Fusion.
MICCAI (1)
Haoshen Li, Tashan Ai, Yirui Wang, Zhanghexuan Ji, Qinji Yu, Le Lu, Bin Dong, Li Zhang, Xianghua Ye, Kuaile Zhao, Dakai Jin
2024 A conf
Continual Domain Adversarial Adaptation via Double-Head Discriminators.
AISTATS
Yan Shen, Zhanghexuan Ji, Chunwei Ma, Mingchen Gao
2024 J jnl
Continual Domain Adversarial Adaptation via Double-Head Discriminators.
CoRR
Yan Shen, Zhanghexuan Ji, Chunwei Ma, Mingchen Gao
2024 — conf
Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation.
MICCAI (8)
Vince Zhu, Zhanghexuan Ji, Dazhou Guo, Puyang Wang, Yingda Xia, Le Lu, Xianghua Ye, Wei Zhu, Dakai Jin
2024 J jnl
Low-Rank Continual Pyramid Vision Transformer: Incrementally Segment Whole-Body Organs in CT with Light-Weighted Adaptation.
CoRR
Vince Zhu, Zhanghexuan Ji, Dazhou Guo, Puyang Wang, Yingda Xia, Le Lu, Xianghua Ye, Wei Zhu, Dakai Jin
2023 J jnl
Continual Segment: Towards a Single, Unified and Accessible Continual Segmentation Model of 143 Whole-body Organs in CT Scans.
CoRR
Zhanghexuan Ji, Dazhou Guo, Puyang Wang, Ke Yan, Le Lu, Minfeng Xu, Jingren Zhou, Qifeng Wang, Jia Ge, Mingchen Gao, Xianghua Ye, Dakai Jin
2023 A* conf
Continual Segment: Towards a Single, Unified and Non-forgetting Continual Segmentation Model of 143 Whole-body Organs in CT Scans.
ICCV
Zhanghexuan Ji, Dazhou Guo, Puyang Wang, Ke Yan, Le Lu, Minfeng Xu, Qifeng Wang, Jia Ge, Mingchen Gao, Xianghua Ye, Dakai Jin
2023 A conf
FedMM: A Communication Efficient Solver for Federated Adversarial Domain Adaptation.
AAMAS
Yan Shen, Jian Du, Han Zhao, Zhanghexuan Ji, Chunwei Ma, Mingchen Gao
2023 A* conf
Progressive Voronoi Diagram Subdivision Enables Accurate Data-free Class-Incremental Learning.
ICLR
Chunwei Ma, Zhanghexuan Ji, Ziyun Huang, Yan Shen, Mingchen Gao, Jinhui Xu
2022 J jnl
A Bayesian Detect to Track System for Robust Visual Object Tracking and Semi-Supervised Model Learning.
CoRR
Yan Shen, Zhanghexuan Ji, Chunwei Ma, Mingchen Gao
2022 J jnl
Progressive Voronoi Diagram Subdivision: Towards A Holistic Geometric Framework for Exemplar-free Class-Incremental Learning.
CoRR
Chunwei Ma, Zhanghexuan Ji, Ziyun Huang, Yan Shen, Mingchen Gao, Jinhui Xu
2021 J jnl
An End-to-End learnable Flow Regularized Model for Brain Tumor Segmentation.
CoRR
Yan Shen, Zhanghexuan Ji, Mingchen Gao
2021 J jnl
FedMM: Saddle Point Optimization for Federated Adversarial Domain Adaptation.
CoRR
Yan Shen, Jian Du, Hao Zhang, Benyu Zhang, Zhanghexuan Ji, Mingchen Gao
2021 — conf
Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment.
MLMI@MICCAI
Zhanghexuan Ji, Mohammad Abuzar Shaikh, Dana Moukheiber, Sargur N. Srihari, Yifan Peng, Mingchen Gao
2021 J jnl
Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment.
CoRR
Zhanghexuan Ji, Mohammad Abuzar Shaikh, Dana Moukheiber, Sargur N. Srihari, Yifan Peng, Mingchen Gao
2021 J jnl
LAViTeR: Learning Aligned Visual and Textual Representations Assisted by Image and Caption Generation.
CoRR
Mohammad Abuzar Shaikh, Zhanghexuan Ji, Dana Moukheiber, Sargur N. Srihari, Mingchen Gao
2020 — conf
An End-to-End Learnable Flow Regularized Model for Brain Tumor Segmentation.
MLMI@MICCAI
Yan Shen, Zhanghexuan Ji, Mingchen Gao
2020 — conf
User-Guided Domain Adaptation for Rapid Annotation from User Interactions: A Study on Pathological Liver Segmentation.
MICCAI (1)
Ashwin Raju, Zhanghexuan Ji, Chi-Tung Cheng, Jinzheng Cai, Junzhou Huang, Jing Xiao, Le Lu, Chien-Hung Liao, Adam P. Harrison
2020 J jnl
User-Guided Domain Adaptation for Rapid Annotation from User Interactions: A Study on Pathological Liver Segmentation.
CoRR
Ashwin Raju, Zhanghexuan Ji, Chi-Tung Cheng, Jinzheng Cai, Junzhou Huang, Jing Xiao, Le Lu, Chien-Hung Liao, Adam P. Harrison
2019 — conf
Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data.
MICCAI (2)
Chunwei Ma, Zhanghexuan Ji, Mingchen Gao
2019 J jnl
Neural Style Transfer Improves 3D Cardiovascular MR Image Segmentation on Inconsistent Data.
CoRR
Chunwei Ma, Zhanghexuan Ji, Mingchen Gao
2019 — conf
Scribble-Based Hierarchical Weakly Supervised Learning for Brain Tumor Segmentation.
MICCAI (3)
Zhanghexuan Ji, Yan Shen, Chunwei Ma, Mingchen Gao
2019 J jnl
Scribble-based Hierarchical Weakly Supervised Learning for Brain Tumor Segmentation.
CoRR
Zhanghexuan Ji, Yan Shen, Chunwei Ma, Mingchen Gao