Yinghuan Shi

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 163

Top Venues

Publications

Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning. AAAI (2024)
Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao
SETA: Semantic-Aware Token Augmentation for Domain Generalization. CoRR (2024)
Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng
MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization. ACM Trans. Multim. Comput. Commun. Appl. 20 (6) (2024)
Qinghe Ma, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation. CoRR (2024)
Na Wang, Lei Qi, Jintao Guo, Yinghuan Shi, Yang Gao
Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations. CoRR (2024)
Jiajun Hu, Lei Qi, Jian Zhang, Yinghuan Shi
Domain generalization via Inter-domain Alignment and Intra-domain Expansion. Pattern Recognit. 146 (2024)
Yue Duan, Zhen Zhao, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi, Yang Gao
MutexMatch: Semi-Supervised Learning With Mutex-Based Consistency Regularization. IEEE Trans. Neural Networks Learn. Syst. 35 (6) (2024)
Taicai Chen, Yue Duan, Dong Li, Lei Qi, Yinghuan Shi, Yang Gao
PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance. AAAI (2024)
Weijin Xu, Huihua Yang, Yinghuan Shi, Tao Tan, Wentao Liu, Xipeng Pan, Yiming Deng, Feng Gao, Ruisheng Su
ERNet: Edge Regularization Network for Cerebral Vessel Segmentation in Digital Subtraction Angiography Images. IEEE J. Biomed. Health Informatics 28 (3) (2024)
Shumeng Li, Lei Qi, Qian Yu, Jing Huo, Yinghuan Shi, Yang Gao
Concatenate, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation. CoRR (2024)
Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng
NormAUG: Normalization-Guided Augmentation for Domain Generalization. IEEE Trans. Image Process. 33 (2024)
Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao
PLACE Dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization. ACM Trans. Multim. Comput. Commun. Appl. 20 (3) (2024)
Muyang Qiu, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation. CoRR (2024)
Na Wang, Lei Qi, Jintao Guo, Yinghuan Shi, Yang Gao
Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations. IEEE Trans. Image Process. 33 (2024)
Jiajun Hu, Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization. CoRR (2024)
Lihe Yang, Zhen Zhao, Lei Qi, Yu Qiao, Yinghuan Shi, Hengshuang Zhao
Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning. CoRR (2023)
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
Exploring Flat Minima for Domain Generalization with Large Learning Rates. CoRR (2023)
Zekun Li, Lei Qi, Yinghuan Shi, Yang Gao
IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization. CoRR (2023)
Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng
NormAUG: Normalization-guided Augmentation for Domain Generalization. CoRR (2023)
Dongjia Zhao, Lei Qi, Xiao Shi, Yinghuan Shi, Xin Geng
A Novel Cross-Perturbation for Single Domain Generalization. CoRR (2023)
Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization. CoRR (2023)
Wenbin Li, Yanfang Liu, Jing Huo, Yinghuan Shi, Yang Gao, Lei Wang, Jiebo Luo
A Multilayer Framework for Online Metric Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (10) (2023)
Heng Cai, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching Between 3D and 2D Networks. MICCAI (3) (2023)
Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning. ICCV (2023)
Ze Peng, Lei Qi, Yinghuan Shi, Yang Gao
A Theoretical Explanation of Activation Sparsity through Flat Minima and Adversarial Robustness. CoRR (2023)
Heng Cai, Shumeng Li, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation. CVPR (2023)
Lei Qi, Ziang Liu, Yinghuan Shi, Xin Geng
Generalizable Metric Network for Cross-domain Person Re-identification. CoRR (2023)
Jintao Guo, Na Wang, Lei Qi, Yinghuan Shi
ALOFT: A Lightweight MLP-Like Architecture with Dynamic Low-Frequency Transform for Domain Generalization. CVPR (2023)
Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization. ICCV (2023)
Lei Qi, Lei Wang, Yinghuan Shi, Xin Geng
A Novel Mix-Normalization Method for Generalizable Multi-Source Person Re-Identification. IEEE Trans. Multim. 25 (2023)
Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning. CoRR (2023)
Heng Cai, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D Networks. CoRR (2023)
Taicai Chen, Yue Duan, Dong Li, Lei Qi, Yinghuan Shi, Yang Gao
PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance. CoRR (2023)
Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
Roll With the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning. CoRR (2023)
Jintao Guo, Na Wang, Lei Qi, Yinghuan Shi
ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization. CoRR (2023)
Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
Towards Semi-supervised Learning with Non-random Missing Labels. ICCV (2023)
Zekun Li, Lei Qi, Yinghuan Shi, Yang Gao
IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization. ICCV (2023)
Jintao Guo, Lei Qi, Yinghuan Shi
DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization. CoRR (2023)
Lihe Yang, Lei Qi, Litong Feng, Wayne Zhang, Yinghuan Shi
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation. CVPR (2023)
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
DomainAdaptor: A Novel Approach to Test-time Adaptation. ICCV (2023)
Heng Cai, Shumeng Li, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation. CoRR (2023)
Lihe Yang, Zhen Zhao, Lei Qi, Yu Qiao, Yinghuan Shi, Hengshuang Zhao
Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning. ICCV (2023)
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
DomainAdaptor: A Novel Approach to Test-time Adaptation. CoRR (2023)
Jintao Guo, Lei Qi, Yinghuan Shi
DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization. ICCV (2023)
Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
Towards Semi-supervised Learning with Non-random Missing Labels. CoRR (2023)
Shumeng Li, Heng Cai, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
PLN: Parasitic-Like Network for Barely Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging 42 (3) (2023)
Lihe Yang, Xiaogang Xu, Bingyi Kang, Yinghuan Shi, Hengshuang Zhao
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models. NeurIPS (2023)
Lei Qi, Dongjia Zhao, Yinghuan Shi, Xin Geng
Patch-aware Batch Normalization for Improving Cross-domain Robustness. CoRR (2023)
Lei Qi, Jiaqi Liu, Lei Wang, Yinghuan Shi, Xin Geng
Unsupervised generalizable multi-source person re-identification: A Domain-specific adaptive framework. Pattern Recognit. 140 (2023)
Ruiqi Wang, Lei Qi, Yinghuan Shi, Yang Gao
Better pseudo-label: Joint domain-aware label and dual-classifier for semi-supervised domain generalization. Pattern Recognit. 133 (2023)
Wenbin Li, Ziyi Wang, Xuesong Yang, Chuanqi Dong, Pinzhuo Tian, Tiexin Qin, Jing Huo, Yinghuan Shi, Lei Wang, Yang Gao, Jiebo Luo
LibFewShot: A Comprehensive Library for Few-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Lihe Yang, Xiaogang Xu, Bingyi Kang, Yinghuan Shi, Hengshuang Zhao
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models. CoRR (2023)
Zhen Zhao, Luping Zhou, Lei Wang, Yinghuan Shi, Yang Gao
LaSSL: Label-Guided Self-Training for Semi-supervised Learning. AAAI (2022)
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
Generalizable model-agnostic semantic segmentation via target-specific normalization. Pattern Recognit. 122 (2022)
Yue Wang, Lei Qi, Yinghuan Shi, Yang Gao
Feature-Based Style Randomization for Domain Generalization. IEEE Trans. Circuits Syst. Video Technol. 32 (8) (2022)
Yue Duan, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi
RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning. ECCV (30) (2022)
Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng
MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization. CoRR (2022)
Yue Duan, Zhen Zhao, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi, Yang Gao
MutexMatch: Semi-supervised Learning with Mutex-based Consistency Regularization. CoRR (2022)
Lei Qi, Jiaying Shen, Jiaqi Liu, Yinghuan Shi, Xin Geng
Label Distribution Learning for Generalizable Multi-source Person Re-identification. CoRR (2022)
Weilei Wen, Wenqi Ren, Yinghuan Shi, Yunfeng Nie, Jingang Zhang, Xiaochun Cao
Video Super-Resolution via a Spatio-Temporal Alignment Network. IEEE Trans. Image Process. 31 (2022)
Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Xin Geng, Yang Gao
Adversarial Camera Alignment Network for Unsupervised Cross-Camera Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 32 (5) (2022)
Lei Qi, Lei Wang, Yinghuan Shi, Xin Geng
A Novel Mix-normalization Method for Generalizable Multi-source Person Re-identification. CoRR (2022)
Lei Qi, Jiaying Shen, Jiaqi Liu, Yinghuan Shi, Xin Geng
Label Distribution Learning for Generalizable Multisource Person Re-Identification. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Ziqi Zhou, Lei Qi, Yinghuan Shi
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration. ECCV (21) (2022)
Lihe Yang, Lei Qi, Litong Feng, Wayne Zhang, Yinghuan Shi
Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation. CoRR (2022)
Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
Improving Barely Supervised Learning by Discriminating Unlabeled Samples with Super-Class. NeurIPS (2022)
Yinghuan Shi, Jian Zhang, Tong Ling, Jiwen Lu, Yefeng Zheng, Qian Yu, Lei Qi, Yang Gao
Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging 41 (3) (2022)
Yue Duan, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi
RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning. CoRR (2022)
Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao
ST++: Make Self-trainingWork Better for Semi-supervised Semantic Segmentation. CVPR (2022)
Yang Liu, Kun Gao, Hongbin Deng, Tong Ling, Jiajia Lin, Xianqiang Yu, Xiangwei Bo, Jing Zhou, Lin Gao, Peng Wang, Jiajun Hu, Jian Zhang, Zhihui Tong, Yuxiu Liu, Yinghuan Shi, Lu Ke, Yang Gao, Weiqin Li
A time-incorporated SOFA score-based machine learning model for predicting mortality in critically ill patients: A multicenter, real-world study. Int. J. Medical Informatics 163 (2022)
Zhen Zhao, Luping Zhou, Yue Duan, Lei Wang, Lei Qi, Yinghuan Shi
DC-SSL: Addressing Mismatched Class Distribution in Semi-supervised Learning. CVPR (2022)
Xiaoting Han, Lei Qi, Qian Yu, Ziqi Zhou, Yefeng Zheng, Yinghuan Shi, Yang Gao
Deep Symmetric Adaptation Network for Cross-Modality Medical Image Segmentation. IEEE Trans. Medical Imaging 41 (1) (2022)
Ziqi Zhou, Lei Qi, Xin Yang, Dong Ni, Yinghuan Shi
Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization. CVPR (2022)
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
MVDG: A Unified Multi-view Framework for Domain Generalization. ECCV (27) (2022)
Qian Yu, Lei Qi, Yang Gao, Wuzhang Wang, Yinghuan Shi
Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image Segmentation. IEEE Trans. Image Process. 31 (2022)
Ziqi Zhou, Lei Qi, Yinghuan Shi
Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration. CoRR (2022)
Ziyuan Wang, Zhen Zhao, Lei Qi, Yinghuan Shi, Yang Gao
Adaptive Weight of Unreliable Relation Module for Semi-supervised Multi-label Image Recognition. CCIS (2022)
Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao
Mining Latent Classes for Few-shot Segmentation. ICCV (2021)
Yue Wang, Lei Qi, Yinghuan Shi, Yang Gao
Feature-based Style Randomization for Domain Generalization. CoRR (2021)
Yinghuan Shi, Jian Zhang, Tong Ling, Jiwen Lu, Yefeng Zheng, Qian Yu, Lei Qi, Yang Gao
Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation. CoRR (2021)
Lei Qi, Lei Wang, Yinghuan Shi, Xin Geng
Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework. CoRR (2021)
Qian Yu, Yang Gao, Yefeng Zheng, Jianbing Zhu, Yakang Dai, Yinghuan Shi
Crossover-Net: Leveraging vertical-horizontal crossover relation for robust medical image segmentation. Pattern Recognit. 113 (2021)
Qian Yu, Lei Qi, Luping Zhou, Lei Wang, Yilong Yin, Yinghuan Shi, Wuzhang Wang, Yang Gao
Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions. CoRR (2021)
Gaoping Liu, Zehong Cao, Qiang Xu, Qirui Zhang, Fang Yang, Xinyu Xie, Jingru Hao, Yinghuan Shi, Boris C. Bernhardt, Yichu He, Feng Shi, Guangming Lu, Zhiqiang Zhang
Recycling diagnostic MRI for empowering brain morphometric research - Critical & practical assessment on learning-based image super-resolution. NeuroImage 245 (2021)
Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao
Domain Generalization via Progressive Layer-wise and Channel-wise Dropout. CoRR (2021)
Kelei He, Wei Zhao, Xingzhi Xie, Wen Ji, Mingxia Liu, Zhenyu Tang, Yinghuan Shi, Feng Shi, Yang Gao, Jun Liu, Junfeng Zhang, Dinggang Shen
Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images. Pattern Recognit. 113 (2021)
Jian Zhang, Yinghuan Shi, Jinquan Sun, Lei Wang, Luping Zhou, Yang Gao, Dinggang Shen
Interactive medical image segmentation via a point-based interaction. Artif. Intell. Medicine 111 (2021)
Jing Huo, Shiyin Jin, Wenbin Li, Jing Wu, Yu-Kun Lai, Yinghuan Shi, Yang Gao
Manifold Alignment for Semantically Aligned Style Transfer. ICCV (2021)
Yinghuan Shi, Wanqi Yang, Kim-Han Thung, Hao Wang, Yang Gao, Yang Pan, Li Zhang, Dinggang Shen
Learning-Based Computer-Aided Prescription Model for Parkinson's Disease: A Data-Driven Perspective. IEEE J. Biomed. Health Informatics 25 (9) (2021)
Zekun Li, Wei Zhao, Feng Shi, Lei Qi, Xingzhi Xie, Ying Wei, Zhongxiang Ding, Yang Gao, Shangjie Wu, Jun Liu, Yinghuan Shi, Dinggang Shen
A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning. Medical Image Anal. 69 (2021)
Ziqi Zhou, Lei Qi, Xin Yang, Dong Ni, Yinghuan Shi
Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization. CoRR (2021)
Zekun Li, Wei Zhao, Feng Shi, Lei Qi, Xingzhi Xie, Ying Wei, Zhongxiang Ding, Yang Gao, Shangjie Wu, Jun Liu, Yinghuan Shi, Dinggang Shen
A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning. CoRR (2021)
Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao
GreyReID: A Novel Two-stream Deep Framework with RGB-grey Information for Person Re-identification. ACM Trans. Multim. Comput. Commun. Appl. 17 (1) (2021)
Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao
ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation. CoRR (2021)
Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
More is Better: A Novel Multi-view Framework for Domain Generalization. CoRR (2021)
Ruiqi Wang, Lei Qi, Yinghuan Shi, Yang Gao
Better Pseudo-label: Joint Domain-aware Label and Dual-classifier for Semi-supervised Domain Generalization. CoRR (2021)
Xiaoting Han, Lei Qi, Qian Yu, Ziqi Zhou, Yefeng Zheng, Yinghuan Shi, Yang Gao
Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation. CoRR (2021)
Wenbin Li, Chuanqi Dong, Pinzhuo Tian, Tiexin Qin, Xuesong Yang, Ziyi Wang, Jing Huo, Yinghuan Shi, Lei Wang, Yang Gao, Jiebo Luo
LibFewShot: A Comprehensive Library for Few-shot Learning. CoRR (2021)
Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao
Mining Latent Classes for Few-shot Segmentation. CoRR (2021)
Yinghuan Shi, Wanqi Yang, Kim-Han Thung, Hao Wang, Yang Gao, Yang Pan, Li Zhang, Dinggang Shen
Learning-based Computer-aided Prescription Model for Parkinson's Disease: A Data-driven Perspective. CoRR (2020)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yinghuan Shi