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2020 – today
- 2025
[j81]Li Yang, Guannan Cao, Songyao Zhang, Weihan Zhang, Yusong Sun
, Jingchao Zhou, Tianyang Zhong, Yixuan Yuan, Tao Liu, Tianming Liu, Lei Guo, Yongchun Yu, Xi Jiang, Gang Li, Junwei Han, Tuo Zhang:
Contrastive machine learning reveals species -shared and -specific brain functional architecture. Medical Image Anal. 101: 103431 (2025)- [e4]Anirban Mukhopadhyay, Ilkay Öksüz, Sandy Engelhardt, Dorit Mehrof, Yixuan Yuan:
Deep Generative Models - 4th MICCAI Workshop, DGM4MICCAI 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings. Lecture Notes in Computer Science 15224, Springer 2025, ISBN 978-3-031-72743-6 [contents] - 2024
- [j80]Keyuan Zhang, Duanpo Wu, Qinqin Liu, Fang Dong, Junbiao Liu, Lurong Jiang, Yixuan Yuan:
Algorithm for drowsiness detection based on hybrid brain network parameter optimization. Biomed. Signal Process. Control. 94: 106344 (2024) - [j79]Yiwen Luo, Xiaoqing Guo, Li Liu, Yixuan Yuan:
Dynamic Attribute-guided Few-shot Open-set Network for medical image diagnosis. Expert Syst. Appl. 251: 124098 (2024) - [j78]Han Xu, Jiayi Ma, Yixuan Yuan, Hao Zhang, Xin Tian, Xiaojie Guo:
More Than Lightening: A Self-Supervised Low-Light Image Enhancement Method Capable for Multiple Degradations. IEEE CAA J. Autom. Sinica 11(3): 622-637 (2024) - [j77]Qian Hu, Jiayi Ma, Yuan Gao, Junjun Jiang, Yixuan Yuan:
MAUN: Memory-Augmented Deep Unfolding Network for Hyperspectral Image Reconstruction. IEEE CAA J. Autom. Sinica 11(5): 1139-1150 (2024) - [j76]Yifan Zhang, Junhui Hou, Yixuan Yuan:
A Comprehensive Study of the Robustness for LiDAR-Based 3D Object Detectors Against Adversarial Attacks. Int. J. Comput. Vis. 132(5): 1592-1624 (2024) - [j75]Xiaoqing Guo, Jie Liu, Yixuan Yuan:
Infproto-Powered Adaptive Classifier and Agnostic Feature Learning for Single Domain Generalization in Medical Images. Int. J. Comput. Vis. 132(12): 5905-5928 (2024) - [j74]Zhenxiang Xiao, Yuzhong Chen, Junjie Yao, Lu Zhang, Zhengliang Liu, Zihao Wu, Xiaowei Yu, Yi Pan, Lin Zhao, Chong Ma, Xinyu Liu, Wei Liu, Xiang Li, Yixuan Yuan, Dinggang Shen, Dajiang Zhu, Dezhong Yao, Tianming Liu, Xi Jiang:
Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer. Inf. Fusion 104: 102204 (2024) - [j73]Duanpo Wu, Jun Wei, Pierre-Paul Vidal, Danping Wang, Yixuan Yuan, Jiuwen Cao, Tiejia Jiang:
A Novel Seizure Detection Method Based on the Feature Fusion of Multimodal Physiological Signals. IEEE Internet Things J. 11(16): 27545-27556 (2024) - [j72]Xiaohan Xing, Meilu Zhu, Zhen Chen, Yixuan Yuan:
Comprehensive learning and adaptive teaching: Distilling multi-modal knowledge for pathological glioma grading. Medical Image Anal. 91: 102990 (2024) - [j71]Wenting Chen, Wei Zhao, Zhen Chen, Tianming Liu, Li Liu, Jun Liu, Yixuan Yuan:
Mask-aware transformer with structure invariant loss for CT translation. Medical Image Anal. 96: 103205 (2024) - [j70]Jie Liu, Yixiao Zhang, Kang Wang, Mehmet Can Yavuz, Xiaoxi Chen, Yixuan Yuan, Haoliang Li, Yang Yang, Alan L. Yuille, Yucheng Tang, Zongwei Zhou:
Universal and extensible language-vision models for organ segmentation and tumor detection from abdominal computed tomography. Medical Image Anal. 97: 103226 (2024) - [j69]Boyun Zheng, Ranran Zhang, Songhui Diao, Jingke Zhu, Yixuan Yuan, Jing Cai, Liang Shao, Shuo Li, Wenjian Qin:
Dual domain distribution disruption with semantics preservation: Unsupervised domain adaptation for medical image segmentation. Medical Image Anal. 97: 103275 (2024) - [j68]Linshan Jia, Tommy W. S. Chow, Yixuan Yuan:
Causal Disentanglement Domain Generalization for time-series signal fault diagnosis. Neural Networks 172: 106099 (2024) - [j67]Lishan Liu, Runze Zheng, Duanpo Wu, Yixuan Yuan, Yi Lin, Danping Wang, Tiejia Jiang, Jiuwen Cao, Yuansheng Xu:
Global and multi-partition local network analysis of scalp EEG in West syndrome before and after treatment. Neural Networks 179: 106540 (2024) - [j66]Xiaochun Mai, Meilu Zhu, Yixuan Yuan:
CMCNet: Colorization-Aware Mix-Uncertainty-Adaptive Consistency Network for Semi-Supervised Fruit Counting. IEEE Trans Autom. Sci. Eng. 21(4): 5766-5778 (2024) - [j65]Yixiao Mao, Runze Zheng, Duanpo Wu, Yixuan Yuan, Jie Li, Tiejia Jiang, Feng Gao, Junbiao Liu, Shenyi Dai, Danping Wang, Jiuwen Cao, Pierre-Paul Vidal:
Algorithm for Detection of Convulsive Seizures in Severe Encephalitis Based on Multiscale Compressed Shapelets. IEEE Trans. Instrum. Meas. 73: 1-14 (2024) - [j64]Huaqi Zhang, Jie Liu, Weifan Liu, Huang Chen, Zekuan Yu, Yixuan Yuan, Pengyu Wang, Jing Qin:
MHD-Net: Memory-Aware Hetero-Modal Distillation Network for Thymic Epithelial Tumor Typing With Missing Pathology Modality. IEEE J. Biomed. Health Informatics 28(5): 3003-3014 (2024) - [j63]Meilu Zhu, Jing Liao, Jun Liu, Yixuan Yuan:
FedOSS: Federated Open Set Recognition via Inter-Client Discrepancy and Collaboration. IEEE Trans. Medical Imaging 43(1): 190-202 (2024) - [j62]Yuanyuan Chen, Xiaoqing Guo, Yong Xia, Yixuan Yuan:
Disentangle Then Calibrate With Gradient Guidance: A Unified Framework for Common and Rare Disease Diagnosis. IEEE Trans. Medical Imaging 43(5): 1816-1827 (2024) - [j61]Pengyu Wang, Huaqi Zhang, Meilu Zhu, Xi Jiang, Jing Qin, Yixuan Yuan:
MGIML: Cancer Grading With Incomplete Radiology-Pathology Data via Memory Learning and Gradient Homogenization. IEEE Trans. Medical Imaging 43(6): 2113-2124 (2024) - [j60]Pengyu Wang, Huaqi Zhang, Yixuan Yuan:
MCPL: Multi-Modal Collaborative Prompt Learning for Medical Vision-Language Model. IEEE Trans. Medical Imaging 43(12): 4224-4235 (2024) - [j59]Wenting Chen, Jie Liu, Tommy W. S. Chow, Yixuan Yuan:
STAR-RL: Spatial-Temporal Hierarchical Reinforcement Learning for Interpretable Pathology Image Super-Resolution. IEEE Trans. Medical Imaging 43(12): 4368-4379 (2024) - [j58]Chunwei Tian, Yanning Zhang, Wangmeng Zuo, Chia-Wen Lin, David Zhang, Yixuan Yuan:
A Heterogeneous Group CNN for Image Super-Resolution. IEEE Trans. Neural Networks Learn. Syst. 35(5): 6507-6519 (2024) - [j57]Xinyu Liu, Wuyang Li, Yixuan Yuan:
Decoupled Unbiased Teacher for Source-Free Domain Adaptive Medical Object Detection. IEEE Trans. Neural Networks Learn. Syst. 35(6): 7287-7298 (2024) - [j56]Yixuan Yuan, Junsheng Zhao, Zong-Yao Sun, Xiangpeng Xie:
Practically Fast Finite-Time Stability in the Mean Square of Stochastic Nonlinear Systems: Application to One-Link Manipulator. IEEE Trans. Syst. Man Cybern. Syst. 54(1): 312-323 (2024) - [c82]Wenting Chen, Linlin Shen, Jingyang Lin, Jiebo Luo, Xiang Li, Yixuan Yuan:
Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation. ACL (1) 2024: 9494-9509 - [c81]Chenxin Li, Xinyu Liu, Cheng Wang, Yifan Liu, Weihao Yu, Jing Shao, Yixuan Yuan:
GTP-4o: Modality-Prompted Heterogeneous Graph Learning for Omni-Modal Biomedical Representation. ECCV (4) 2024: 168-187 - [c80]Zhen Zhao, Zicheng Wang, Longyue Wang, Dian Yu, Yixuan Yuan, Luping Zhou:
Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation. ECCV (5) 2024: 227-243 - [c79]Wuyang Li, Xinyu Liu, Jiayi Ma, Yixuan Yuan:
CLIFF: Continual Latent Diffusion for Open-Vocabulary Object Detection. ECCV (55) 2024: 255-273 - [c78]Yixuan Yuan, Liping Xie:
Practically Fast Finite-Time Stability in the Mean Square of Stochastic Nonlinear Systems with Dead-Zone. iFUZZY 2024: 1-6 - [c77]Xinyu Liu, Wuyang Li, Yixuan Yuan:
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation. MICCAI (12) 2024: 56-66 - [c76]Zhihao Peng, Zhibin He, Yu Jiang, Pengyu Wang, Yixuan Yuan:
GBT: Geometric-Oriented Brain Transformer for Autism Diagnosis. MICCAI (12) 2024: 142-152 - [c75]Wuyang Li, Xinyu Liu, Qiushi Yang, Yixuan Yuan:
From Static to Dynamic Diagnostics: Boosting Medical Image Analysis via Motion-Informed Generative Videos. MICCAI (3) 2024: 195-205 - [c74]Chenxin Li, Hengyu Liu, Yifan Liu, Brandon Y. Feng, Wuyang Li, Xinyu Liu, Zhen Chen, Jing Shao, Yixuan Yuan:
[inline-graphic not available: see fulltext]Endora: Video Generation Models as Endoscopy Simulators. MICCAI (6) 2024: 230-240 - [c73]Wenting Chen, Pengyu Wang, Hui Ren, Lichao Sun, Quanzheng Li, Yixuan Yuan, Xiang Li:
Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting. MICCAI (12) 2024: 240-250 - [c72]Chenxin Li, Brandon Y. Feng, Yifan Liu, Hengyu Liu, Cheng Wang, Weihao Yu, Yixuan Yuan:
EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting. MICCAI (6) 2024: 252-262 - [c71]Zhibin He, Wuyang Li, Yu Jiang, Zhihao Peng, Pengyu Wang, Xiang Li, Tianming Liu, Junwei Han, Tuo Zhang, Yixuan Yuan:
F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype Prediction. MICCAI (11) 2024: 265-275 - [c70]Yu Jiang, Zhibin He, Zhihao Peng, Yixuan Yuan:
Hierarchical Graph Learning with Small-World Brain Connectomes for Cognitive Prediction. MICCAI (5) 2024: 306-316 - [c69]Xinyu Liu, Zhen Chen, Yixuan Yuan:
MOST: Multi-formation Soft Masking for Semi-supervised Medical Image Segmentation. MICCAI (11) 2024: 469-480 - [c68]Pengyu Wang, Huaqi Zhang, Zhibin He, Zhihao Peng, Yixuan Yuan:
fTSPL: Enhancing Brain Analysis with FMRI-Text Synergistic Prompt Learning. MICCAI (12) 2024: 564-574 - [c67]Hengyu Liu, Yifan Liu, Chenxin Li, Wuyang Li, Yixuan Yuan:
LGS: A Light-Weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction. MICCAI (3) 2024: 660-670 - [c66]Meilu Zhu, Qiushi Yang, Zhifan Gao, Jun Liu, Yixuan Yuan:
Stealing Knowledge from Pre-trained Language Models for Federated Classifier Debiasing. MICCAI (10) 2024: 685-695 - [c65]Qi Zhang, Xiujian Liu, Heye Zhang, Chenchu Xu, Guang Yang, Yixuan Yuan, Tao Tan, Zhifan Gao:
Variational Field Constraint Learning for Degree of Coronary Artery Ischemia Assessment. MICCAI (3) 2024: 768-778 - [c64]Yifan Liu, Wuyang Li, Cheng Wang, Hui Chen, Yixuan Yuan:
When 3D Partial Points Meets SAM: Tooth Point Cloud Segmentation with Sparse Labels. MICCAI (11) 2024: 778-788 - [c63]Linfeng Tang, Yuxin Deng, Xunpeng Yi, Qinglong Yan, Yixuan Yuan, Jiayi Ma:
DRMF: Degradation-Robust Multi-Modal Image Fusion via Composable Diffusion Prior. ACM Multimedia 2024: 8546-8555 - [c62]Yuzhi Huang, Chenxin Li, Zixu Lin, Hengyu Liu, Haote Xu, Yifan Liu, Yue Huang, Xinghao Ding, Xiaotong Tu, Yixuan Yuan:
P2SAM: Probabilistically Prompted SAMs Are Efficient Segmentator for Ambiguous Medical Images. ACM Multimedia 2024: 9779-9788 - [e3]Anirban Mukhopadhyay, Ilkay Öksüz, Sandy Engelhardt, Dajiang Zhu, Yixuan Yuan:
Deep Generative Models - Third MICCAI Workshop, DGM4MICCAI 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 8, 2023, Proceedings. Lecture Notes in Computer Science 14533, Springer 2024, ISBN 978-3-031-53766-0 [contents] - [i47]Yifan Liu, Chenxin Li, Chen Yang, Yixuan Yuan:
EndoGaussian: Gaussian Splatting for Deformable Surgical Scene Reconstruction. CoRR abs/2401.12561 (2024) - [i46]Zhen Chen, Qing Xu, Xinyu Liu, Yixuan Yuan:
UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images. CoRR abs/2402.16663 (2024) - [i45]Wenting Chen, Pengyu Wang, Hui Ren, Lichao Sun, Quanzheng Li, Yixuan Yuan, Xiang Li:
Medical Image Synthesis via Fine-Grained Image-Text Alignment and Anatomy-Pathology Prompting. CoRR abs/2403.06835 (2024) - [i44]Chenxin Li, Hengyu Liu, Yifan Liu, Brandon Y. Feng, Wuyang Li, Xinyu Liu, Zhen Chen, Jing Shao, Yixuan Yuan:
Endora: Video Generation Models as Endoscopy Simulators. CoRR abs/2403.11050 (2024) - [i43]Jie Liu, Yixiao Zhang, Kang Wang, Mehmet Can Yavuz, Xiaoxi Chen, Yixuan Yuan, Haoliang Li, Yang Yang, Alan L. Yuille, Yucheng Tang, Zongwei Zhou:
Universal and Extensible Language-Vision Models for Organ Segmentation and Tumor Detection from Abdominal Computed Tomography. CoRR abs/2405.18356 (2024) - [i42]Chenxin Li, Xinyu Liu, Wuyang Li, Cheng Wang, Hengyu Liu, Yixuan Yuan:
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation. CoRR abs/2406.02918 (2024) - [i41]Bowen Zhang, Ying Chen, Long Bai, Yan Zhao, Yuxiang Sun, Yixuan Yuan, Jianhua Zhang, Hongliang Ren:
Learning to Adapt Foundation Model DINOv2 for Capsule Endoscopy Diagnosis. CoRR abs/2406.10508 (2024) - [i40]Hengyu Liu, Yifan Liu, Chenxin Li, Wuyang Li, Yixuan Yuan:
LGS: A Light-weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction. CoRR abs/2406.16073 (2024) - [i39]Wenting Chen, Jie Liu, Tommy W. S. Chow, Yixuan Yuan:
Spatial-temporal Hierarchical Reinforcement Learning for Interpretable Pathology Image Super-Resolution. CoRR abs/2406.18310 (2024) - [i38]Chenxin Li, Brandon Y. Feng, Yifan Liu, Hengyu Liu, Cheng Wang, Weihao Yu, Yixuan Yuan:
EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting. CoRR abs/2407.01029 (2024) - [i37]Chenxin Li, Hengyu Liu, Zhiwen Fan, Wuyang Li, Yifan Liu, Panwang Pan, Yixuan Yuan:
GaussianStego: A Generalizable Stenography Pipeline for Generative 3D Gaussians Splatting. CoRR abs/2407.01301 (2024) - [i36]Chenxin Li, Xinyu Liu, Cheng Wang, Yifan Liu, Weihao Yu, Jing Shao, Yixuan Yuan:
GTP-4o: Modality-prompted Heterogeneous Graph Learning for Omni-modal Biomedical Representation. CoRR abs/2407.05540 (2024) - [i35]Wei Dai, Rui Liu, Zixuan Wu, Tianyi Wu, Min Wang, Junxian Zhou, Yixuan Yuan, Jun Liu:
SvANet: A Scale-variant Attention-based Network for Small Medical Object Segmentation. CoRR abs/2407.07720 (2024) - [i34]Xinyu Liu, Wuyang Li, Yixuan Yuan:
DiffRect: Latent Diffusion Label Rectification for Semi-supervised Medical Image Segmentation. CoRR abs/2407.09918 (2024) - [i33]Yifan Liu, Wuyang Li, Cheng Wang, Hui Chen, Yixuan Yuan:
When 3D Partial Points Meets SAM: Tooth Point Cloud Segmentation with Sparse Labels. CoRR abs/2409.01691 (2024) - [i32]Lap Yan Lennon Chan, Chenxin Li, Yixuan Yuan:
AutoPET Challenge: Tumour Synthesis for Data Augmentation. CoRR abs/2409.08068 (2024) - [i31]Meilu Zhu, Axiu Mao, Jun Liu, Yixuan Yuan:
DEeR: Deviation Eliminating and Noise Regulating for Privacy-preserving Federated Low-rank Adaptation. CoRR abs/2410.12926 (2024) - [i30]Lingcong Cai, Yun Li, Xiaomao Fan, Kaixuan Song, Yongcheng Li, Yixuan Yuan, Ruxin Wang, Wenbin Lei:
LoCo: Low-Contrast-Enhanced Contrastive Learning for Semi-Supervised Endoscopic Image Segmentation. CoRR abs/2412.02314 (2024) - 2023
- [j55]Junsheng Zhao, Yixuan Yuan, Zong-Yao Sun, Xiangpeng Xie:
Applications to the dynamics of the suspension system of fast finite time stability in probability of p-norm stochastic nonlinear systems. Appl. Math. Comput. 457: 128221 (2023) - [j54]Linshan Jia, Tommy W. S. Chow, Yixuan Yuan:
GTFE-Net: A Gramian Time Frequency Enhancement CNN for bearing fault diagnosis. Eng. Appl. Artif. Intell. 119: 105794 (2023) - [j53]Xinyu Liu, Baopu Li, Zhen Chen, Yixuan Yuan:
Generalized Gradient Flow Based Saliency for Pruning Deep Convolutional Neural Networks. Int. J. Comput. Vis. 131(12): 3121-3135 (2023) - [j52]Yifan Zhang, Qijian Zhang, Zhiyu Zhu, Junhui Hou, Yixuan Yuan:
GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation. Int. J. Comput. Vis. 131(12): 3332-3352 (2023) - [j51]Xiaohan Xing, Zhen Chen, Yuenan Hou, Yixuan Yuan:
Gradient modulated contrastive distillation of low-rank multi-modal knowledge for disease diagnosis. Medical Image Anal. 88: 102874 (2023) - [j50]Yuanyuan Chen, Xiaoqing Guo, Yongsheng Pan, Yong Xia, Yixuan Yuan:
Dynamic feature splicing for few-shot rare disease diagnosis. Medical Image Anal. 90: 102959 (2023) - [j49]Zhen Chen, Wuyang Li, Xiaohan Xing, Yixuan Yuan:
Medical federated learning with joint graph purification for noisy label learning. Medical Image Anal. 90: 102976 (2023) - [j48]Wuyang Li, Xinyu Liu, Yixuan Yuan:
SIGMA++: Improved Semantic-Complete Graph Matching for Domain Adaptive Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 9022-9040 (2023) - [j47]Xiaoqing Guo, Jie Liu, Tongliang Liu, Yixuan Yuan:
Handling Open-Set Noise and Novel Target Recognition in Domain Adaptive Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 9846-9861 (2023) - [j46]Yang Yang, Bo Wang, Dingwen Zhang, Yixuan Yuan, Qingsen Yan, Shijie Zhao, Zheng You, Junwei Han:
Self-Supervised Interactive Embedding for One-Shot Organ Segmentation. IEEE Trans. Biomed. Eng. 70(10): 2799-2808 (2023) - [j45]Meilu Zhu, Zhen Chen, Yixuan Yuan:
FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-Conflicting. IEEE Trans. Medical Imaging 42(6): 1632-1643 (2023) - [j44]Qiushi Yang, Zhen Chen, Yixuan Yuan:
Hierarchical Bias Mitigation for Semi-Supervised Medical Image Classification. IEEE Trans. Medical Imaging 42(8): 2200-2210 (2023) - [j43]Yifan Liu, Wuyang Li, Jie Liu, Hui Chen, Yixuan Yuan:
GRAB-Net: Graph-Based Boundary-Aware Network for Medical Point Cloud Segmentation. IEEE Trans. Medical Imaging 42(9): 2776-2786 (2023) - [j42]Yuanyuan Chen, Yongsheng Pan, Yong Xia, Yixuan Yuan:
Disentangle First, Then Distill: A Unified Framework for Missing Modality Imputation and Alzheimer's Disease Diagnosis. IEEE Trans. Medical Imaging 42(12): 3566-3578 (2023) - [j41]Wuyang Li, Xinyu Liu, Yixuan Yuan:
SCAN++: Enhanced Semantic Conditioned Adaptation for Domain Adaptive Object Detection. IEEE Trans. Multim. 25: 7051-7061 (2023) - [c61]Yiwen Luo, Yixuan Yuan:
Semantic-guided Unknown-aware Rare Disease Diagnosis System. BIBM 2023: 2133-2136 - [c60]Xinyu Liu, Houwen Peng, Ningxin Zheng, Yuqing Yang, Han Hu, Yixuan Yuan:
EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention. CVPR 2023: 14420-14430 - [c59]Wuyang Li, Jie Liu, Bo Han, Yixuan Yuan:
Adjustment and Alignment for Unbiased Open Set Domain Adaptation. CVPR 2023: 24110-24119 - [c58]Chen Yang, Meilu Zhu, Yifan Liu, Yixuan Yuan:
FedPD: Federated Open Set Recognition with Parameter Disentanglement. ICCV 2023: 4859-4868 - [c57]Wuyang Li, Xiaoqing Guo, Yixuan Yuan:
Novel Scenes & Classes: Towards Adaptive Open-set Object Detection. ICCV 2023: 15734-15744 - [c56]Jie Liu, Yixiao Zhang, Jieneng Chen, Junfei Xiao, Yongyi Lu, Bennett A. Landman, Yixuan Yuan, Alan L. Yuille, Yucheng Tang, Zongwei Zhou:
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection. ICCV 2023: 21095-21107 - [c55]Qiushi Yang, Wuyang Li, Baopu Li, Yixuan Yuan:
MRM: Masked Relation Modeling for Medical Image Pre-Training with Genetics. ICCV 2023: 21395-21405 - [c54]Li Yang, Songyao Zhang, Weihan Zhang, Jingchao Zhou, Tianyang Zhong, Yaonai Wei, Xi Jiang, Tianming Liu, Junwei Han, Yixuan Yuan, Tuo Zhang:
Species-Shared and -Specific Brain Functional Connectomes Revealed by Shared-Unique Variational Autoencoder. IPMI 2023: 41-52 - [c53]Xiaohan Xing, Zhen Chen, Zhifan Gao, Yixuan Yuan:
Gradient and Feature Conformity-Steered Medical Image Classification with Noisy Labels. MICCAI (6) 2023: 75-84 - [c52]Baihong Xie, Xiujian Liu, Heye Zhang, Chenchu Xu, Tieyong Zeng, Yixuan Yuan, Guang Yang, Zhifan Gao:
Conditional Physics-Informed Graph Neural Network for Fractional Flow Reserve Assessment. MICCAI (7) 2023: 110-120 - [c51]Zhibin He, Wuyang Li, Tuo Zhang, Yixuan Yuan:
$\mathrm {H^{2}}$GM: A Hierarchical Hypergraph Matching Framework for Brain Landmark Alignment. MICCAI (10) 2023: 548-558 - [c50]Chen Yang, Yifan Liu, Yixuan Yuan:
Transferability-Guided Multi-source Model Adaptation for Medical Image Segmentation. MICCAI (2) 2023: 703-712 - [c49]Yifan Zhang, Qijian Zhang, Junhui Hou, Yixuan Yuan, Guoliang Xing:
Unleash the Potential of Image Branch for Cross-modal 3D Object Detection. NeurIPS 2023 - [i29]Jie Liu, Yixiao Zhang, Jieneng Chen, Junfei Xiao, Yongyi Lu, Bennett A. Landman, Yixuan Yuan, Alan L. Yuille, Yucheng Tang, Zongwei Zhou:
CLIP-Driven Universal Model for Organ Segmentation and Tumor Detection. CoRR abs/2301.00785 (2023) - [i28]Yifan Zhang, Qijian Zhang, Junhui Hou, Yixuan Yuan, Guoliang Xing:
Bidirectional Propagation for Cross-Modal 3D Object Detection. CoRR abs/2301.09077 (2023) - [i27]Jiaqi Wang, Enze Shi, Sigang Yu, Zihao Wu, Chong Ma, Haixing Dai, Qiushi Yang, Yanqing Kang, Jinru Wu, Huawen Hu, Chenxi Yue, Haiyang Zhang, Yiheng Liu, Xiang Li, Bao Ge, Dajiang Zhu, Yixuan Yuan, Dinggang Shen, Tianming Liu, Shu Zhang:
Prompt Engineering for Healthcare: Methodologies and Applications. CoRR abs/2304.14670 (2023) - [i26]Zhenxiang Xiao, Yuzhong Chen, Lu Zhang, Junjie Yao, Zihao Wu, Xiaowei Yu, Yi Pan, Lin Zhao, Chong Ma, Xinyu Liu, Wei Liu, Xiang Li, Yixuan Yuan, Dinggang Shen, Dajiang Zhu, Tianming Liu, Xi Jiang:
Instruction-ViT: Multi-Modal Prompts for Instruction Learning in ViT. CoRR abs/2305.00201 (2023) - [i25]Xinyu Liu, Houwen Peng, Ningxin Zheng, Yuqing Yang, Han Hu, Yixuan Yuan:
EfficientViT: Memory Efficient Vision Transformer with Cascaded Group Attention. CoRR abs/2305.07027 (2023) - [i24]Wenting Chen, Jie Liu, Yixuan Yuan:
Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation. CoRR abs/2305.12231 (2023) - [i23]Xiang Li, Lu Zhang, Zihao Wu, Zhengliang Liu, Lin Zhao, Yixuan Yuan, Jun Liu, Gang Li, Dajiang Zhu, Pingkuan Yan, Quanzheng Li, Wei Liu, Tianming Liu, Dinggang Shen:
Artificial General Intelligence for Medical Imaging. CoRR abs/2306.05480 (2023) - [i22]Jiaqi Wang, Zhengliang Liu, Lin Zhao, Zihao Wu, Chong Ma, Sigang Yu, Haixing Dai, Qiushi Yang, Yiheng Liu, Songyao Zhang, Enze Shi, Yi Pan, Tuo Zhang, Dajiang Zhu, Xiang Li, Xi Jiang, Bao Ge, Yixuan Yuan, Dinggang Shen, Tianming Liu, Shu Zhang:
Review of Large Vision Models and Visual Prompt Engineering. CoRR abs/2307.00855 (2023) - [i21]Zhen Zhao, Ye Liu, Meng Zhao, Di Yin, Yixuan Yuan, Luping Zhou:
Rethinking Data Perturbation and Model Stabilization for Semi-supervised Medical Image Segmentation. CoRR abs/2308.11903 (2023) - [i20]Zhen Zhao, Zicheng Wang, Longyue Wang, Yixuan Yuan, Luping Zhou:
Alternate Diverse Teaching for Semi-supervised Medical Image Segmentation. CoRR abs/2311.17325 (2023) - [i19]Zhengliang Liu, Hanqi Jiang, Tianyang Zhong, Zihao Wu, Chong Ma, Yiwei Li, Xiaowei Yu, Yutong Zhang, Yi Pan, Peng Shu, Yanjun Lyu, Lu Zhang, Junjie Yao, Peixin Dong, Chao Cao, Zhenxiang Xiao, Jiaqi Wang, Huan Zhao, Shaochen Xu, Yaonai Wei, Jingyuan Chen, Haixing Dai, Peilong Wang, Hao He, Zewei Wang, Xinyu Wang, Xu Zhang, Lin Zhao, Yiheng Liu, Kai Zhang, Liheng Yan, Lichao Sun, Jun Liu, Ning Qiang, Bao Ge, Xiaoyan Cai, Shijie Zhao, Xintao Hu, Yixuan Yuan, Gang Li, Shu Zhang, Xin Zhang, Xi Jiang, Tuo Zhang, Dinggang Shen, Quanzheng Li, Wei Liu, Xiang Li, Dajiang Zhu, Tianming Liu:
Holistic Evaluation of GPT-4V for Biomedical Imaging. CoRR abs/2312.05256 (2023) - [i18]Wenting Chen, Linlin Shen, Xiang Li, Yixuan Yuan:
Fine-Grained Image-Text Alignment in Medical Imaging Enables Cyclic Image-Report Generation. CoRR abs/2312.08078 (2023) - 2022
- [j40]Yixuan Yuan, Junsheng Zhao, Zong-Yao Sun:
Fast finite time stability of stochastic nonlinear systems. J. Frankl. Inst. 359(16): 9039-9055 (2022) - [j39]Xiaoqing Guo, Zhen Chen, Jun Liu, Yixuan Yuan:
Non-equivalent images and pixels: Confidence-aware resampling with meta-learning mixup for polyp segmentation. Medical Image Anal. 78: 102394 (2022) - [j38]Zhen Chen, Jie Liu, Meilu Zhu, Yat Ming Peter Woo, Yixuan Yuan:
Instance importance-Aware graph convolutional network for 3D medical diagnosis. Medical Image Anal. 78: 102421 (2022) - [j37]Chen Yang, Xiaoqing Guo, Zhen Chen, Yixuan Yuan:
Source free domain adaptation for medical image segmentation with fourier style mining. Medical Image Anal. 79: 102457 (2022) - [j36]Chunwei Tian, Yixuan Yuan, Shichao Zhang, Chia-Wen Lin, Wangmeng Zuo, David Zhang:
Image super-resolution with an enhanced group convolutional neural network. Neural Networks 153: 373-385 (2022) - [j35]Linshan Jia, Tommy W. S. Chow, Yu Wang, Yixuan Yuan:
Multiscale Residual Attention Convolutional Neural Network for Bearing Fault Diagnosis. IEEE Trans. Instrum. Meas. 71: 1-13 (2022) - [j34]Wenting Chen, Yifan Liu, Jiancong Hu, Yixuan Yuan:
Dynamic Depth-Aware Network for Endoscopy Super-Resolution. IEEE J. Biomed. Health Informatics 26(10): 5189-5200 (2022) - [j33]Xiaoqing Guo, Jie Liu, Yixuan Yuan:
Semantic-Oriented Labeled-to-Unlabeled Distribution Translation for Image Segmentation. IEEE Trans. Medical Imaging 41(2): 434-445 (2022) - [j32]Jie Liu, Xiaoqing Guo, Yixuan Yuan:
Graph-Based Surgical Instrument Adaptive Segmentation via Domain-Common Knowledge. IEEE Trans. Medical Imaging 41(3): 715-726 (2022) - [j31]Xinyu Liu, Yixuan Yuan:
A Source-Free Domain Adaptive Polyp Detection Framework With Style Diversification Flow. IEEE Trans. Medical Imaging 41(7): 1897-1908 (2022) - [j30]Qiushi Yang, Xiaoqing Guo, Zhen Chen, Yat Ming Peter Woo, Yixuan Yuan:
D2-Net: Dual Disentanglement Network for Brain Tumor Segmentation With Missing Modalities. IEEE Trans. Medical Imaging 41(10): 2953-2964 (2022) - [j29]Zhen Chen, Chen Yang, Meilu Zhu, Zhe Peng, Yixuan Yuan:
Personalized Retrogress-Resilient Federated Learning Toward Imbalanced Medical Data. IEEE Trans. Medical Imaging 41(12): 3663-3674 (2022) - [c48]Wuyang Li, Xinyu Liu, Xiwen Yao, Yixuan Yuan:
SCAN: Cross Domain Object Detection with Semantic Conditioned Adaptation. AAAI 2022: 1421-1428 - [c47]Wuyang Li, Xinyu Liu, Yixuan Yuan:
SIGMA: Semantic-complete Graph Matching for Domain Adaptive Object Detection. CVPR 2022: 5281-5290 - [c46]Yiming Zeng, Yue Qian, Qijian Zhang, Junhui Hou, Yixuan Yuan, Ying He:
IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment. CVPR 2022: 6328-6337 - [c45]Xiaoqing Guo, Jie Liu, Tongliang Liu, Yixuan Yuan:
SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation. CVPR 2022: 7022-7031 - [c44]Xinyu Liu, Wuyang Li, Qiushi Yang, Baopu Li, Yixuan Yuan:
Towards Robust Adaptive Object Detection under Noisy Annotations. CVPR 2022: 14187-14196 - [c43]Chaowei Fang, Liang Wang, Dingwen Zhang, Jun Xu, Yixuan Yuan, Junwei Han:
Incremental Cross-view Mutual Distillation for Self-supervised Medical CT Synthesis. CVPR 2022: 20645-20654 - [c42]Jie Liu, Xiaoqing Guo, Yixuan Yuan:
Unknown-Oriented Learning for Open Set Domain Adaptation. ECCV (33) 2022: 334-350 - [c41]Zhe Peng, Songlin Hou, Yixuan Yuan:
EPAR: An Efficient and Privacy-Aware Augmented Reality Framework for Indoor Location-Based Services. IROS 2022: 8948-8955 - [c40]Yifan Liu, Jie Liu, Yixuan Yuan:
Edge-Oriented Point-Cloud Transformer for 3D Intracranial Aneurysm Segmentation. MICCAI (5) 2022: 97-106 - [c39]Qiushi Yang, Xinyu Liu, Zhen Chen, Bulat Ibragimov, Yixuan Yuan:
Semi-supervised Medical Image Classification with Temporal Knowledge-Aware Regularization. MICCAI (8) 2022: 119-129 - [c38]Xinyu Liu, Wuyang Li, Yixuan Yuan:
Intervention & Interaction Federated Abnormality Detection with Noisy Clients. MICCAI (8) 2022: 309-319 - [c37]Yuanyuan Chen, Xiaoqing Guo, Yong Xia, Yixuan Yuan:
Disentangle Then Calibrate: Selective Treasure Sharing for Generalized Rare Disease Diagnosis. MICCAI (3) 2022: 512-522 - [c36]Xiaoqing Guo, Yixuan Yuan:
Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels. MICCAI (4) 2022: 588-598 - [c35]Xiaohan Xing, Zhen Chen, Meilu Zhu, Yuenan Hou, Zhifan Gao, Yixuan Yuan:
Discrepancy and Gradient-Guided Multi-modal Knowledge Distillation for Pathological Glioma Grading. MICCAI (5) 2022: 636-646 - [c34]Maksim Kholiavchenko, Ilya Pershin, Bulat Maksudov, Tamerlan Mustafaev, Yixuan Yuan, Bulat Ibragimov:
Gaze-based attention to improve the classification of lung diseases. Image Processing 2022 - [e2]Anirban Mukhopadhyay, Ilkay Öksüz, Sandy Engelhardt, Dajiang Zhu, Yixuan Yuan:
Deep Generative Models - Second MICCAI Workshop, DGM4MICCAI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings. Lecture Notes in Computer Science 13609, Springer 2022, ISBN 978-3-031-18575-5 [contents] - [i17]Wuyang Li, Xinyu Liu, Yixuan Yuan:
SIGMA: Semantic-complete Graph Matching for Domain Adaptive Object Detection. CoRR abs/2203.06398 (2022) - [i16]Yiming Zeng, Yue Qian, Qijian Zhang, Junhui Hou, Yixuan Yuan, Ying He:
IDEA-Net: Dynamic 3D Point Cloud Interpolation via Deep Embedding Alignment. CoRR abs/2203.11590 (2022) - [i15]Xiaoqing Guo, Jie Liu, Tongliang Liu, Yixuan Yuan:
SimT: Handling Open-set Noise for Domain Adaptive Semantic Segmentation. CoRR abs/2203.15202 (2022) - [i14]Xinyu Liu, Wuyang Li, Qiushi Yang, Baopu Li, Yixuan Yuan:
Towards Robust Adaptive Object Detection under Noisy Annotations. CoRR abs/2204.02620 (2022) - [i13]Chunwei Tian, Yixuan Yuan, Shichao Zhang, Chia-Wen Lin, Wangmeng Zuo, David Zhang:
Image Super-resolution with An Enhanced Group Convolutional Neural Network. CoRR abs/2205.14548 (2022) - [i12]Xiaoqing Guo, Yixuan Yuan:
Joint Class-Affinity Loss Correction for Robust Medical Image Segmentation with Noisy Labels. CoRR abs/2206.07994 (2022) - [i11]Yifan Zhang, Qijian Zhang, Zhiyu Zhu, Junhui Hou, Yixuan Yuan:
GLENet: Boosting 3D Object Detectors with Generative Label Uncertainty Estimation. CoRR abs/2207.02466 (2022) - [i10]Chunwei Tian, Yanning Zhang, Wangmeng Zuo, Chia-Wen Lin, David Zhang, Yixuan Yuan:
A heterogeneous group CNN for image super-resolution. CoRR abs/2209.12406 (2022) - [i9]Yifan Zhang, Junhui Hou, Yixuan Yuan:
A Comprehensive Study and Comparison of the Robustness of 3D Object Detectors Against Adversarial Attacks. CoRR abs/2212.10230 (2022) - 2021
- [j28]Xinyu Liu, Xiaoqing Guo, Yajie Liu, Yixuan Yuan:
Consolidated domain adaptive detection and localization framework for cross-device colonoscopic images. Medical Image Anal. 71: 102052 (2021) - [j27]Xiaoqing Guo, Chen Yang, Yixuan Yuan:
Dynamic-weighting hierarchical segmentation network for medical images. Medical Image Anal. 73: 102196 (2021) - [j26]Yuxuan Liu, Yixuan Yuan, Ming Liu:
Ground-Aware Monocular 3D Object Detection for Autonomous Driving. IEEE Robotics Autom. Lett. 6(2): 919-926 (2021) - [j25]Wuyang Li, Zhen Chen, Baopu Li, Dingwen Zhang, Yixuan Yuan:
HTD: Heterogeneous Task Decoupling for Two-Stage Object Detection. IEEE Trans. Image Process. 30: 9456-9469 (2021) - [j24]Chen Yang, Xiaoqing Guo, Meilu Zhu, Bulat Ibragimov, Yixuan Yuan:
Mutual-Prototype Adaptation for Cross-Domain Polyp Segmentation. IEEE J. Biomed. Health Informatics 25(10): 3886-3897 (2021) - [j23]Xiaoqing Guo, Chen Yang, Yajie Liu, Yixuan Yuan:
Learn to Threshold: ThresholdNet With Confidence-Guided Manifold Mixup for Polyp Segmentation. IEEE Trans. Medical Imaging 40(4): 1134-1146 (2021) - [j22]Zhen Chen, Xiaoqing Guo, Yat Ming Peter Woo, Yixuan Yuan:
Super-Resolution Enhanced Medical Image Diagnosis With Sample Affinity Interaction. IEEE Trans. Medical Imaging 40(5): 1377-1389 (2021) - [j21]Meilu Zhu, Zhen Chen, Yixuan Yuan:
DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation With Endoscope Images. IEEE Trans. Medical Imaging 40(12): 3315-3325 (2021) - [c33]Zhen Chen, Jun Zhang, Shuanlong Che, Junzhou Huang, Xiao Han, Yixuan Yuan:
Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring. AAAI 2021: 47-54 - [c32]Xiaoqing Guo, Chen Yang, Baopu Li, Yixuan Yuan:
MetaCorrection: Domain-Aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation. CVPR 2021: 3927-3936 - [c31]Zhihao Liu, Zhijian He, Lujia Wang, Wenguan Wang, Yixuan Yuan, Dingwen Zhang, Jinglin Zhang, Pengfei Zhu, Luc Van Gool, Junwei Han, Steven C. H. Hoi, Qinghua Hu, Ming Liu, Junwen Pan, Baoqun Yin, Binyu Zhang, Chengxin Liu, Ding Ding, Dingkang Liang, Guanchen Ding, Hao Lu, Hui Lin, Jingyuan Chen, Jiong Li, Liang Liu, Lin Zhou, Min Shi, Qianqian Yang, Qing He, Sifan Peng, Wei Xu, Wenwei Han, Xiang Bai, Xiwu Chen, Yabin Wang, Yinfeng Xia, Yiran Tao, Zhenzhong Chen, Zhiguo Cao:
VisDrone-CC2021: The Vision Meets Drone Crowd Counting Challenge Results. ICCVW 2021: 2830-2838 - [c30]Guanlin Chen, Wenguan Wang, Zhijian He, Lujia Wang, Yixuan Yuan, Dingwen Zhang, Jinglin Zhang, Pengfei Zhu, Luc Van Gool, Junwei Han, Steven Chu-Hong Hoi, Qinghua Hu, Ming Liu, Andrea Sciarrone, Chao Sun, Chiara Garibotto, Duong Nguyen-Ngoc Tran, Fabio Lavagetto, Halar Haleem, Hakki Motorcu, Hasan F. Ates, Huy-Hung Nguyen, Hyung-Joon Jeon, Igor Bisio, Jae Wook Jeon, Jiahao Li, Long Hoang Pham, Moongu Jeon, Qianyu Feng, Shengwen Li, Tai Huu-Phuong Tran, Xiao Pan, Young-Min Song, Yuehan Yao, Yunhao Du, Zhenyu Xu, Zhipeng Luo:
VisDrone-MOT2021: The Vision Meets Drone Multiple Object Tracking Challenge Results. ICCVW 2021: 2839-2846 - [c29]Yaru Cao, Zhijian He, Lujia Wang, Wenguan Wang, Yixuan Yuan, Dingwen Zhang, Jinglin Zhang, Pengfei Zhu, Luc Van Gool, Junwei Han, Steven C. H. Hoi, Qinghua Hu, Ming Liu, Chong Cheng, Fanfan Liu, Guojin Cao, Guozhen Li, Hongkai Wang, Jianye He, Junfeng Wan, Qi Wan, Qi Zhao, Shuchang Lyu, Wenzhe Zhao, Xiaoqiang Lu, Xingkui Zhu, Yingjie Liu, Yixuan Lv, Yujing Ma, Yuting Yang, Zhe Wang, Zhenyu Xu, Zhipeng Luo, Zhimin Zhang, Zhiguang Zhang, Zihao Li, Zixiao Zhang:
VisDrone-DET2021: The Vision Meets Drone Object detection Challenge Results. ICCVW 2021: 2847-2854 - [c28]Min Wang, Kwan Yi Leung, Rui Liu, Shuang Song, Yixuan Yuan, Jianqin Yin, Max Q.-H. Meng, Jun Liu:
Dynamic tracking for microrobot with active magnetic sensor array. ICRA 2021: 7288-7294 - [c27]Jie Liu, Xiaoqing Guo, Baopu Li, Yixuan Yuan:
COINet: Adaptive Segmentation with Co-Interactive Network for Autonomous Driving. IROS 2021: 4800-4806 - [c26]Wuyang Li, Chen Yang, Jie Liu, Xinyu Liu, Xiaoqing Guo, Yixuan Yuan:
Joint Polyp Detection and Segmentation with Heterogeneous Endoscopic Data. EndoCV@ISBI 2021: 69-79 - [c25]Xiaohan Xing, Yuenan Hou, Hang Li, Yixuan Yuan, Hongsheng Li, Max Q.-H. Meng:
Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification. MICCAI (5) 2021: 163-173 - [c24]Jie Liu, Xiaoqing Guo, Yixuan Yuan:
Prototypical Interaction Graph for Unsupervised Domain Adaptation in Surgical Instrument Segmentation. MICCAI (3) 2021: 272-281 - [c23]Zhen Chen, Meilu Zhu, Chen Yang, Yixuan Yuan:
Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning. MICCAI (3) 2021: 347-356 - [c22]Xinyu Liu, Baopu Li, Zhen Chen, Yixuan Yuan:
Exploring Gradient Flow Based Saliency for DNN Model Compression. ACM Multimedia 2021: 3238-3246 - [e1]Sandy Engelhardt, Ilkay Öksüz, Dajiang Zhu, Yixuan Yuan, Anirban Mukhopadhyay, Nicholas Heller, Sharon Xiaolei Huang, Hien Van Nguyen, Raphael Sznitman, Yuan Xue:
Deep Generative Models, and Data Augmentation, Labelling, and Imperfections - First Workshop, DGM4MICCAI 2021, and First Workshop, DALI 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings. Lecture Notes in Computer Science 13003, Springer 2021, ISBN 978-3-030-88209-9 [contents] - [i8]Yuxuan Liu, Yixuan Yuan, Ming Liu:
Ground-aware Monocular 3D Object Detection for Autonomous Driving. CoRR abs/2102.00690 (2021) - [i7]Xiaoqing Guo, Chen Yang, Baopu Li, Yixuan Yuan:
MetaCorrection: Domain-aware Meta Loss Correction for Unsupervised Domain Adaptation in Semantic Segmentation. CoRR abs/2103.05254 (2021) - [i6]Xiaohan Xing, Yuenan Hou, Hang Li, Yixuan Yuan, Hongsheng Li, Max Q.-H. Meng:
Categorical Relation-Preserving Contrastive Knowledge Distillation for Medical Image Classification. CoRR abs/2107.03225 (2021) - [i5]Zhen Chen, Meilu Zhu, Chen Yang, Yixuan Yuan:
Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning. CoRR abs/2110.00394 (2021) - [i4]Xinyu Liu, Baopu Li, Zhen Chen, Yixuan Yuan:
Exploring Gradient Flow Based Saliency for DNN Model Compression. CoRR abs/2110.12477 (2021) - [i3]Chaowei Fang, Liang Wang, Dingwen Zhang, Jun Xu, Yixuan Yuan, Junwei Han:
Incremental Cross-view Mutual Distillation for Self-supervised Medical CT Synthesis. CoRR abs/2112.10325 (2021) - 2020
- [j20]Maksym Kholiavchenko, Ilyas Sirazitdinov, Konstantin Kubrak, R. Badrutdinova, Ramil Kuleev, Yixuan Yuan, Tomaz Vrtovec, Bulat Ibragimov:
Contour-aware multi-label chest X-ray organ segmentation. Int. J. Comput. Assist. Radiol. Surg. 15(3): 425-436 (2020) - [j19]Bulat Ibragimov, Diego A. S. Toesca, Daniel T. Chang, Yixuan Yuan, Albert C. Koong, Lei Xing:
Automated hepatobiliary toxicity prediction after liver stereotactic body radiation therapy with deep learning-based portal vein segmentation. Neurocomputing 392: 181-188 (2020) - [j18]Xiaoqing Guo, Yixuan Yuan:
Semi-supervised WCE image classification with adaptive aggregated attention. Medical Image Anal. 64: 101733 (2020) - [j17]Xiao Jia, Xiaohan Xing, Yixuan Yuan, Lei Xing, Max Q.-H. Meng:
Wireless Capsule Endoscopy: A New Tool for Cancer Screening in the Colon With Deep-Learning-Based Polyp Recognition. Proc. IEEE 108(1): 178-197 (2020) - [j16]Yixuan Yuan, Wenjian Qin, Bulat Ibragimov, Guanglei Zhang, Bin Han, Max Q.-H. Meng, Lei Xing:
Densely Connected Neural Network With Unbalanced Discriminant and Category Sensitive Constraints for Polyp Recognition. IEEE Trans Autom. Sci. Eng. 17(2): 574-583 (2020) - [j15]Xiao Jia, Xiaochun Mai, Yi Cui, Yixuan Yuan, Xiaohan Xing, Hyunseok Seo, Lei Xing, Max Q.-H. Meng:
Automatic Polyp Recognition in Colonoscopy Images Using Deep Learning and Two-Stage Pyramidal Feature Prediction. IEEE Trans Autom. Sci. Eng. 17(3): 1570-1584 (2020) - [j14]Xiaohan Xing, Yixuan Yuan, Max Q.-H. Meng:
Zoom in Lesions for Better Diagnosis: Attention Guided Deformation Network for WCE Image Classification. IEEE Trans. Medical Imaging 39(12): 4047-4059 (2020) - [c21]Qiushi Yang, Yixuan Yuan:
Learning Dynamic Convolutions for Multi-modal 3D MRI Brain Tumor Segmentation. BrainLes@MICCAI (2) 2020: 441-451 - [c20]Xiaohan Xing, Yixuan Yuan, Max Q.-H. Meng:
Diagnose like a Clinician: Third-order Attention Guided Lesion Amplification Network for WCE Image Classification. IROS 2020: 10145-10151 - [c19]Xiaoqing Guo, Zhen Chen, Yixuan Yuan:
Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation. ISBI 2020: 2010-2013 - [c18]Zhen Chen, Xiaoqing Guo, Chen Yang, Bulat Ibragimov, Yixuan Yuan:
Joint Spatial-Wavelet Dual-Stream Network for Super-Resolution. MICCAI (5) 2020: 184-193 - [c17]Wenjian Qin, Zhibo Xiao, Yaoqin Xie, Yixuan Yuan:
Self-Paced Learning for Automatic Prostate Segmentation on MR Images with Hierarchical Boundary Sensitive Network. RCAR 2020: 321-326 - [i2]Xiaoqing Guo, Zhen Chen, Yixuan Yuan:
Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation. CoRR abs/2001.03893 (2020)
2010 – 2019
- 2019
- [j13]Ilyas Sirazitdinov, Maksym Kholiavchenko, Tamerlan Mustafaev, Yixuan Yuan, Ramil Kuleev, Bulat Ibragimov:
Deep neural network ensemble for pneumonia localization from a large-scale chest x-ray database. Comput. Electr. Eng. 78: 388-399 (2019) - [j12]Hui Liu, Haiou Wang, Yixuan Yuan, Caiming Zhang:
Models for multiple attribute decision making with picture fuzzy information. J. Intell. Fuzzy Syst. 37(2): 1973-1980 (2019) - [j11]Bulat Ibragimov, Diego A. S. Toesca, Yixuan Yuan, Albert C. Koong, Daniel T. Chang, Lei Xing:
Neural Networks for Deep Radiotherapy Dose Analysis and Prediction of Liver SBRT Outcomes. IEEE J. Biomed. Health Informatics 23(5): 1821-1833 (2019) - [c16]Xiaoqing Guo, Chen Yang, Pak Lun Lam, Yat Ming Peter Woo, Yixuan Yuan:
Domain Knowledge Based Brain Tumor Segmentation and Overall Survival Prediction. BrainLes@MICCAI (2) 2019: 285-295 - [c15]Xiaohan Xing, Yixuan Yuan, Xiao Jia, Max Q.-H. Meng:
A Saliency-Aware Hybrid Dense Network for Bleeding Detection in Wireless Capsule Endoscopy Images. ISBI 2019: 104-107 - [c14]Yixuan Yuan, Wenjian Qin, Xiaoqing Guo, Mark Buyyounouski, Steve Hancock, Bin Han, Lei Xing:
Prostate Segmentation with Encoder-Decoder Densely Connected Convolutional Network (Ed-Densenet). ISBI 2019: 434-437 - [c13]Xiaoqing Guo, Yixuan Yuan:
Triple ANet: Adaptive Abnormal-aware Attention Network for WCE Image Classification. MICCAI (1) 2019: 293-301 - [c12]Yuqi Fang, Cheng Chen, Yixuan Yuan, Raymond Kai-Yu Tong:
Selective Feature Aggregation Network with Area-Boundary Constraints for Polyp Segmentation. MICCAI (1) 2019: 302-310 - [i1]Xiaoqing Guo, Chen Yang, Pak Lun Lam, Yat Ming Peter Woo, Yixuan Yuan:
Domain Knowledge Based Brain Tumor Segmentation and Overall Survival Prediction. CoRR abs/1912.07224 (2019) - 2018
- [j10]Yixuan Yuan, Xiwen Yao, Junwei Han, Lei Guo, Max Q.-H. Meng:
Discriminative Joint-Feature Topic Model With Dual Constraints for WCE Classification. IEEE Trans. Cybern. 48(7): 2074-2085 (2018) - [j9]Yixuan Yuan, Dengwang Li, Max Q.-H. Meng:
Automatic Polyp Detection via a Novel Unified Bottom-Up and Top-Down Saliency Approach. IEEE J. Biomed. Health Informatics 22(4): 1250-1260 (2018) - [c11]Yixuan Yuan, Wenjian Qin, Bulat Ibragimov, Bin Han, Lei Xing:
RIIS-DenseNet: Rotation-Invariant and Image Similarity Constrained Densely Connected Convolutional Network for Polyp Detection. MICCAI (2) 2018: 620-628 - [c10]Bulat Ibragimov, Diego A. S. Toesca, Yixuan Yuan, Albert C. Koong, Daniel T. Chang, Lei Xing:
Deep 3D Dose Analysis for Prediction of Outcomes After Liver Stereotactic Body Radiation Therapy. MICCAI (2) 2018: 684-692 - 2017
- [j8]Yixuan Yuan, Baopu Li, Max Q.-H. Meng:
WCE Abnormality Detection Based on Saliency and Adaptive Locality-Constrained Linear Coding. IEEE Trans Autom. Sci. Eng. 14(1): 149-159 (2017) - [c9]Yixuan Yuan, Max Q.-H. Meng, Wenjian Qin, Lei Xing:
Liver Lesion Detection Based on Two-Stage Saliency Model with Modified Sparse Autoencoder. MICCAI (3) 2017: 577-585 - 2016
- [j7]Yixuan Yuan, Baopu Li, Max Q.-H. Meng:
Improved Bag of Feature for Automatic Polyp Detection in Wireless Capsule Endoscopy Images. IEEE Trans Autom. Sci. Eng. 13(2): 529-535 (2016) - [j6]Yixuan Yuan, Baopu Li, Max Q.-H. Meng:
Bleeding Frame and Region Detection in the Wireless Capsule Endoscopy Video. IEEE J. Biomed. Health Informatics 20(2): 624-630 (2016) - [c8]Yixuan Yuan, Max Q.-H. Meng:
A novel global and local saliency coding method for polyp recognition in WCE videos. IROS 2016: 2394-2399 - 2015
- [j5]Yixuan Yuan, Jiaole Wang, Baopu Li, Max Q.-H. Meng:
Saliency Based Ulcer Detection for Wireless Capsule Endoscopy Diagnosis. IEEE Trans. Medical Imaging 34(10): 2046-2057 (2015) - [c7]Yixuan Yuan, Assaf Hoogi, Christopher F. Beaulieu, Max Q.-H. Meng, Daniel L. Rubin:
Weighted locality-constrained linear coding for lesion classification in CT images. EMBC 2015: 6362-6365 - [c6]Yixuan Yuan, Max Q.-H. Meng:
Automatic bleeding frame detection in the wireless capsule endoscopy images. ICRA 2015: 1310-1315 - 2014
- [j4]Yixuan Yuan, Max Q.-H. Meng:
Hierarchical key frame extraction for wireless capsule endoscopy video based on the saliency map. Int. J. Mechatronics Autom. 4(4): 259-268 (2014) - [c5]Yixuan Yuan, Max Q.-H. Meng:
Polyp classification based on Bag of Features and saliency in wireless capsule endoscopy. ICRA 2014: 3930-3935 - [c4]Yixuan Yuan, Max Q.-H. Meng:
A novel feature for polyp detection in wireless capsule endoscopy images. IROS 2014: 5010-5015 - 2013
- [j3]Yixuan Yuan, Xi Jiang, Dajiang Zhu, Hanbo Chen, Kaiming Li, Peili Lv, Xiang Yu, Xiaojin Li, Shu Zhang, Tuo Zhang, Xintao Hu, Junwei Han, Lei Guo, Tianming Liu:
Meta-Analysis of Functional Roles of DICCCOLs. Neuroinformatics 11(1): 47-63 (2013) - [j2]Hanbo Chen, Kaiming Li, Dajiang Zhu, Xi Jiang, Yixuan Yuan, Peili Lv, Tuo Zhang, Lei Guo, Dinggang Shen, Tianming Liu:
Inferring Group-Wise Consistent Multimodal Brain Networks via Multi-View Spectral Clustering. IEEE Trans. Medical Imaging 32(9): 1576-1586 (2013) - 2012
- [j1]Kaiming Li, Lei Guo, Carlos Faraco, Dajiang Zhu, Hanbo Chen, Yixuan Yuan, Jinglei Lv, Fan Deng, Xi Jiang, Tuo Zhang, Xintao Hu, Degang Zhang, L. Stephen Miller, Tianming Liu:
Visual analytics of brain networks. NeuroImage 61(1): 82-97 (2012) - 2011
- [c3]Yixuan Yuan, Lei Guo, Peili Lv, Xintao Hu, Degang Zhang, Junwei Han, Li Xie, Tianming Liu:
Assessing graph models for description of brain networks. ISBI 2011: 827-831 - [c2]Zhaojin Gong, Jianfeng Lu, Jia Chen, Yaping Wang, Yixuan Yuan, Tuo Zhang, Lei Guo, L. Stephen Miller:
Ventricle Shape Analysis for Centenarians, Elderly Subjects, MCI and AD Patients. MBIA 2011: 84-92 - 2010
- [c1]Yixuan Yuan, Lei Guo, Gang Li, Tuo Zhang, Xintao Hu, Tianming Liu:
Joint analysis of cortical folding pattern, thickness and fiber density using structural and DTI data. ISBI 2010: 404-407
Coauthor Index
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