Yinghuan Shi - RankMe

244 papers A* 42A 4B 4C 9Misc 2Journal 162Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A hybrid dual-augmentation constraint framework for single-source domain generalization in medical image segmentation. Pattern Recognit. Ruofan Wang, Jintao Guo, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi
2026	A*	`conf`	Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA. AAAI Zhan Fa, Yue Duan, Jian Zhang, Lei Qi, Wanqi Yang, Yinghuan Shi
2026	J	`jnl`	Decomposing and Composing: Towards Efficient Vision-Language Continual Learning via Rank-1 Expert Pool in a Single LoRA. CoRR Zhan Fa, Yue Duan, Jian Zhang, Lei Qi, Wanqi Yang, Yinghuan Shi
2026	J	`jnl`	Diffusion-Based Data Augmentation for Image Recognition: A Systematic Analysis and Evaluation. CoRR Zekun Li, Yinghuan Shi, Yang Gao, Dong Xu
2026	J	`jnl`	Diffusion-Based Data Augmentation for Image Recognition: A Systematic Analysis and Evaluation. Int. J. Comput. Vis. Zekun Li, Yinghuan Shi, Yang Gao, Dong Xu
2026	J	`jnl`	Diversity-Enhanced Collaborative Mamba for Semi-Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging Shumeng Li, Jian Zhang, Lei Qi, Luping Zhou, Yinghuan Shi, Yang Gao
2026	J	`jnl`	Duala: Dual-Level Alignment of Subjects and Stimuli for Cross-Subject fMRI Decoding. CoRR Shumeng Li, Jintao Guo, Jian Zhang, Yulin Zhou, Luyang Cao, Yinghuan Shi
2026	J	`jnl`	Leveraging Flatness to Improve Information-Theoretic Generalization Bounds for SGD. CoRR Ze Peng, Jian Zhang, Yisen Wang, Lei Qi, Yinghuan Shi, Yang Gao
2026	J	`jnl`	One Token, Two Fates: A Unified Framework via Vision Token Manipulation Against MLLMs Hallucination. CoRR Zhan Fa, Yue Duan, Jian Zhang, Lei Qi, Yinghuan Shi
2026	J	`jnl`	When Shared Knowledge Hurts: Spectral Over-Accumulation in Model Merging. CoRR Yayuan Li, Ze Peng, Jian Zhang, Jintao Guo, Yue Duan, Yinghuan Shi
2025	J	`jnl`	An Adaptor for Triggering Semi-Supervised Learning to Out-of-Box Serve Deep Image Clustering. CoRR Yue Duan, Lei Qi, Yinghuan Shi, Yang Gao
2025	J	`jnl`	An Adaptor for Triggering Semi-Supervised Learning to Out-of-Box Serve Deep Image Clustering. IEEE Trans. Image Process. Yue Duan, Lei Qi, Yinghuan Shi, Yang Gao
2025	J	`jnl`	Background Matters: A Cross-View Bidirectional Modeling Framework for Semi-Supervised Medical Image Segmentation. IEEE Trans. Image Process. Luyang Cao, Jianwei Li, Yinghuan Shi
2025	J	`jnl`	Background Matters: A Cross-view Bidirectional Modeling Framework for Semi-supervised Medical Image Segmentation. CoRR Luyang Cao, Jianwei Li, Yinghuan Shi
2025	A*	`conf`	Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization. CVPR Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi
2025	J	`jnl`	Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization. CoRR Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi
2025	J	`jnl`	Balancing Multi-Target Semi-Supervised Medical Image Segmentation With Collaborative Generalist and Specialists. IEEE Trans. Medical Imaging You Wang, Zekun Li, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2025	J	`jnl`	Balancing Multi-Target Semi-Supervised Medical Image Segmentation with Collaborative Generalist and Specialists. CoRR You Wang, Zekun Li, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2025	J	`jnl`	Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild. CoRR Haoran Wang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi
2025	J	`jnl`	Diversity-enhanced Collaborative Mamba for Semi-supervised Medical Image Segmentation. CoRR Shumeng Li, Jian Zhang, Lei Qi, Luping Zhou, Yinghuan Shi, Yang Gao
2025	J	`jnl`	Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning. CoRR Yue Duan, Taicai Chen, Lei Qi, Yinghuan Shi
2025	J	`jnl`	Enhancing semi-supervised medical image segmentation with bidirectional copy-paste and masked image reconstruction. Int. J. Mach. Learn. Cybern. Xixuan Yu, Qinghe Ma, Tong Ling, Jiewen Zhu, Yinghuan Shi
2025	—	`conf`	Fusing Dual Encoders: Single-Source Domain Generalization with Extremely Few Annotations. MICCAI (6) Ruofan Wang, Jintao Guo, Jian Zhang, Lei Qi, Yinghuan Shi
2025	—	`conf`	GA-SAM: Geometry-Aware SAM Adaptation with Sparse Annotation-Driven Point Cloud Completion. MICCAI (8) Shumeng Li, Jian Zhang, Lei Qi, Yinghuan Shi
2025	A*	`conf`	Leveraging Flatness to Improve Information-Theoretic Generalization Bounds for SGD. ICLR Ze Peng, Jian Zhang, Yisen Wang, Lei Qi, Yinghuan Shi, Yang Gao
2025	J	`jnl`	LibContinual: A Comprehensive Library towards Realistic Continual Learning. CoRR Wenbin Li, Shangge Liu, Borui Kang, Yiyang Chen, KaXuan Lew, Yang Chen, Yinghuan Shi, Lei Wang, Yang Gao, Jiebo Luo
2025	J	`jnl`	MAGIC: Achieving Superior Model Merging via Magnitude Calibration. CoRR Yayuan Li, Jian Zhang, Jintao Guo, Zihan Cheng, Lei Qi, Yinghuan Shi, Yang Gao
2025	J	`jnl`	Mamba-Sea: A Mamba-Based Framework With Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation. IEEE Trans. Medical Imaging Zihan Cheng, Jintao Guo, Jian Zhang, Lei Qi, Luping Zhou, Yinghuan Shi, Yang Gao
2025	J	`jnl`	Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation. CoRR Zihan Cheng, Jintao Guo, Jian Zhang, Lei Qi, Luping Zhou, Yinghuan Shi, Yang Gao
2025	J	`jnl`	On the Implicit Adversariality of Catastrophic Forgetting in Deep Continual Learning. CoRR Ze Peng, Jian Zhang, Jintao Guo, Lei Qi, Yang Gao, Yinghuan Shi
2025	J	`jnl`	Patch-Aware Batch Normalization for Improving Cross-Domain Robustness. IEEE Trans. Circuits Syst. Video Technol. Lei Qi, Dongjia Zhao, Yinghuan Shi, Xin Geng
2025	A*	`conf`	Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation. CVPR Qinghe Ma, Jian Zhang, Zekun Li, Lei Qi, Qian Yu, Yinghuan Shi
2025	J	`jnl`	Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation. CoRR Qinghe Ma, Jian Zhang, Zekun Li, Lei Qi, Qian Yu, Yinghuan Shi
2025	J	`jnl`	Stitching, Fine-Tuning, and Re-Training: A SAM-Enabled Framework for Semi-Supervised 3D Medical Image Segmentation. IEEE Trans. Medical Imaging Shumeng Li, Lei Qi, Qian Yu, Jing Huo, Yinghuan Shi, Yang Gao
2025	A*	`conf`	Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd Counting. CVPR Maochen Yang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi
2025	J	`jnl`	Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd Counting. CoRR Maochen Yang, Zekun Li, Jian Zhang, Lei Qi, Yinghuan Shi
2025	A*	`conf`	Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP. AAAI Yayuan Li, Jintao Guo, Lei Qi, Wenbin Li, Yinghuan Shi
2025	A*	`conf`	Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement. ACM Multimedia Luyang Cao, Han Xu, Jian Zhang, Lei Qi, Jiayi Ma, Yinghuan Shi, Yang Gao
2025	J	`jnl`	Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement. CoRR Luyang Cao, Han Xu, Jian Zhang, Lei Qi, Jiayi Ma, Yinghuan Shi, Yang Gao
2025	J	`jnl`	Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image Segmentation. CoRR Qinghe Ma, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2025	J	`jnl`	Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging Qinghe Ma, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2025	J	`jnl`	WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM With Sub-Class Exploration and Prompt Affinity Mining. IEEE Trans. Medical Imaging Haoran Wang, Lian Huai, Wenbin Li, Lei Qi, Xingqun Jiang, Yinghuan Shi
2025	J	`jnl`	WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM with Sub-Class Exploration and Prompt Affinity Mining. CoRR Haoran Wang, Lian Huai, Wenbin Li, Lei Qi, Xingqun Jiang, Yinghuan Shi
2024	J	`jnl`	A Novel Cross-Perturbation for Single Domain Generalization. IEEE Trans. Circuits Syst. Video Technol. Dongjia Zhao, Lei Qi, Xiao Shi, Yinghuan Shi, Xin Geng
2024	J	`jnl`	Concatenate, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation. CoRR Shumeng Li, Lei Qi, Qian Yu, Jing Huo, Yinghuan Shi, Yang Gao
2024	A*	`conf`	Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation. CVPR Qinghe Ma, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2024	J	`jnl`	Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation. CoRR Qinghe Ma, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2024	J	`jnl`	Domain generalization via Inter-domain Alignment and Intra-domain Expansion. Pattern Recognit. Jiajun Hu, Lei Qi, Jian Zhang, Yinghuan Shi
2024	J	`jnl`	Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image Segmentation. CoRR Zhan Fa, Shumeng Li, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi
2024	J	`jnl`	ERNet: Edge Regularization Network for Cerebral Vessel Segmentation in Digital Subtraction Angiography Images. IEEE J. Biomed. Health Informatics Weijin Xu, Huihua Yang, Yinghuan Shi, Tao Tan, Wentao Liu, Xipeng Pan, Yiming Deng, Feng Gao, Ruisheng Su
2024	C	`conf`	Enhancing Weakly Supervised Medical Segmentation via Heterogeneous Co-training with Box-Wise Augmentation and Pseudo-Label Filtering. ICIS You Wang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2024	J	`jnl`	Exploring Flat Minima for Domain Generalization With Large Learning Rates. IEEE Trans. Knowl. Data Eng. Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2024	J	`jnl`	Generalizable Metric Network for Cross-Domain Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. Lei Qi, Ziang Liu, Yinghuan Shi, Xin Geng
2024	—	`conf`	Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization. ECCV (51) Jiajun Hu, Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2024	J	`jnl`	Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization. CoRR Jiajun Hu, Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2024	J	`jnl`	Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations. CoRR Na Wang, Lei Qi, Jintao Guo, Yinghuan Shi, Yang Gao
2024	J	`jnl`	Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations. IEEE Trans. Image Process. Na Wang, Lei Qi, Jintao Guo, Yinghuan Shi, Yang Gao
2024	J	`jnl`	MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization. ACM Trans. Multim. Comput. Commun. Appl. Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng
2024	J	`jnl`	MutexMatch: Semi-Supervised Learning With Mutex-Based Consistency Regularization. IEEE Trans. Neural Networks Learn. Syst. Yue Duan, Zhen Zhao, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi, Yang Gao
2024	J	`jnl`	NormAUG: Normalization-Guided Augmentation for Domain Generalization. IEEE Trans. Image Process. Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng
2024	J	`jnl`	Open-Domain Semi-Supervised Learning via Glocal Cluster Structure Exploitation. IEEE Trans. Knowl. Data Eng. Zekun Li, Lei Qi, Yawen Li, Yinghuan Shi, Yang Gao
2024	A*	`conf`	PC ACM Multimedia Yue Duan, Zhangxuan Gu, Zhenzhe Ying, Lei Qi, Changhua Meng, Yinghuan Shi
2024	J	`jnl`	PC CoRR Yue Duan, Zhangxuan Gu, Zhenzhe Ying, Lei Qi, Changhua Meng, Yinghuan Shi
2024	A*	`conf`	PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance. AAAI Taicai Chen, Yue Duan, Dong Li, Lei Qi, Yinghuan Shi, Yang Gao
2024	J	`jnl`	PLACE Dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization. ACM Trans. Multim. Comput. Commun. Appl. Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao
2024	A*	`conf`	Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning. AAAI Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
2024	J	`jnl`	SETA: Semantic-Aware Edge-Guided Token Augmentation for Domain Generalization. IEEE Trans. Image Process. Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao
2024	J	`jnl`	SETA: Semantic-Aware Token Augmentation for Domain Generalization. CoRR Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao
2024	A*	`conf`	START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation. NeurIPS Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao
2024	J	`jnl`	START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation. CoRR Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao
2024	J	`jnl`	Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP. CoRR Yayuan Li, Jintao Guo, Lei Qi, Wenbin Li, Yinghuan Shi
2024	—	`conf`	The Devil Is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation. ECCV (54) Muyang Qiu, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2024	J	`jnl`	The Devil is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation. CoRR Muyang Qiu, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2023	—	`conf`	3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching Between 3D and 2D Networks. MICCAI (3) Heng Cai, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2023	J	`jnl`	3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D Networks. CoRR Heng Cai, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2023	J	`jnl`	A Multilayer Framework for Online Metric Learning. IEEE Trans. Neural Networks Learn. Syst. Wenbin Li, Yanfang Liu, Jing Huo, Yinghuan Shi, Yang Gao, Lei Wang, Jiebo Luo
2023	J	`jnl`	A Novel Cross-Perturbation for Single Domain Generalization. CoRR Dongjia Zhao, Lei Qi, Xiao Shi, Yinghuan Shi, Xin Geng
2023	J	`jnl`	A Novel Mix-Normalization Method for Generalizable Multi-Source Person Re-Identification. IEEE Trans. Multim. Lei Qi, Lei Wang, Yinghuan Shi, Xin Geng
2023	J	`jnl`	A Theoretical Explanation of Activation Sparsity through Flat Minima and Adversarial Robustness. CoRR Ze Peng, Lei Qi, Yinghuan Shi, Yang Gao
2023	A*	`conf`	ALOFT: A Lightweight MLP-Like Architecture with Dynamic Low-Frequency Transform for Domain Generalization. CVPR Jintao Guo, Na Wang, Lei Qi, Yinghuan Shi
2023	J	`jnl`	ALOFT: A Lightweight MLP-like Architecture with Dynamic Low-frequency Transform for Domain Generalization. CoRR Jintao Guo, Na Wang, Lei Qi, Yinghuan Shi
2023	J	`jnl`	Better pseudo-label: Joint domain-aware label and dual-classifier for semi-supervised domain generalization. Pattern Recognit. Ruiqi Wang, Lei Qi, Yinghuan Shi, Yang Gao
2023	A*	`conf`	DomainAdaptor: A Novel Approach to Test-time Adaptation. ICCV Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2023	J	`jnl`	DomainAdaptor: A Novel Approach to Test-time Adaptation. CoRR Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2023	A*	`conf`	DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization. ICCV Jintao Guo, Lei Qi, Yinghuan Shi
2023	J	`jnl`	DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization. CoRR Jintao Guo, Lei Qi, Yinghuan Shi
2023	A*	`conf`	Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning. ICCV Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
2023	J	`jnl`	Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning. CoRR Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
2023	J	`jnl`	Exploring Flat Minima for Domain Generalization with Large Learning Rates. CoRR Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2023	A*	`conf`	FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models. NeurIPS Lihe Yang, Xiaogang Xu, Bingyi Kang, Yinghuan Shi, Hengshuang Zhao
2023	J	`jnl`	FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models. CoRR Lihe Yang, Xiaogang Xu, Bingyi Kang, Yinghuan Shi, Hengshuang Zhao
2023	A*	`conf`	Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization. ICCV Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi
2023	J	`jnl`	Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization. CoRR Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi
2023	J	`jnl`	Generalizable Metric Network for Cross-domain Person Re-identification. CoRR Lei Qi, Ziang Liu, Yinghuan Shi, Xin Geng
2023	A*	`conf`	IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization. ICCV Zekun Li, Lei Qi, Yinghuan Shi, Yang Gao
2023	J	`jnl`	IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization. CoRR Zekun Li, Lei Qi, Yinghuan Shi, Yang Gao
2023	J	`jnl`	LibFewShot: A Comprehensive Library for Few-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. Wenbin Li, Ziyi Wang, Xuesong Yang, Chuanqi Dong, Pinzhuo Tian, Tiexin Qin, Jing Huo, Yinghuan Shi, Lei Wang, Yang Gao, Jiebo Luo
2023	J	`jnl`	NormAUG: Normalization-guided Augmentation for Domain Generalization. CoRR Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng
2023	A*	`conf`	Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation. CVPR Heng Cai, Shumeng Li, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2023	J	`jnl`	Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation. CoRR Heng Cai, Shumeng Li, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2023	J	`jnl`	PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance. CoRR Taicai Chen, Yue Duan, Dong Li, Lei Qi, Yinghuan Shi, Yang Gao
2023	J	`jnl`	PLN: Parasitic-Like Network for Barely Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging Shumeng Li, Heng Cai, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao
2023	A*	`conf`	Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation. CVPR Lihe Yang, Lei Qi, Litong Feng, Wayne Zhang, Yinghuan Shi
2023	J	`jnl`	Roll With the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning. CoRR Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
2023	A*	`conf`	Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning. ICCV Lihe Yang, Zhen Zhao, Lei Qi, Yu Qiao, Yinghuan Shi, Hengshuang Zhao
2023	J	`jnl`	Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning. CoRR Lihe Yang, Zhen Zhao, Lei Qi, Yu Qiao, Yinghuan Shi, Hengshuang Zhao
2023	A*	`conf`	Towards Semi-supervised Learning with Non-random Missing Labels. ICCV Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
2023	J	`jnl`	Towards Semi-supervised Learning with Non-random Missing Labels. CoRR Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
2023	J	`jnl`	Unsupervised generalizable multi-source person re-identification: A Domain-specific adaptive framework. Pattern Recognit. Lei Qi, Jiaqi Liu, Lei Wang, Yinghuan Shi, Xin Geng
2022	J	`jnl`	A Novel Mix-normalization Method for Generalizable Multi-source Person Re-identification. CoRR Lei Qi, Lei Wang, Yinghuan Shi, Xin Geng
2022	J	`jnl`	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 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
2022	—	`conf`	Adaptive Weight of Unreliable Relation Module for Semi-supervised Multi-label Image Recognition. CCIS Ziyuan Wang, Zhen Zhao, Lei Qi, Yinghuan Shi, Yang Gao
2022	J	`jnl`	Adversarial Camera Alignment Network for Unsupervised Cross-Camera Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Xin Geng, Yang Gao
2022	B	`ed.`	Big Data - 9th CCF Conference, BigData 2021, Guangzhou, China, January 8-10, 2022, Revised Selected Papers Big Data (CCF) Xiangke Liao, Wei Zhao, Enhong Chen, Nong Xiao, Li Wang, Yang Gao, Yinghuan Shi, Changdong Wang, Dan Huang
2022	J	`jnl`	Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image Segmentation. IEEE Trans. Image Process. Qian Yu, Lei Qi, Yang Gao, Wuzhang Wang, Yinghuan Shi
2022	A*	`conf`	DC-SSL: Addressing Mismatched Class Distribution in Semi-supervised Learning. CVPR Zhen Zhao, Luping Zhou, Yue Duan, Lei Wang, Lei Qi, Yinghuan Shi
2022	J	`jnl`	Deep Symmetric Adaptation Network for Cross-Modality Medical Image Segmentation. IEEE Trans. Medical Imaging Xiaoting Han, Lei Qi, Qian Yu, Ziqi Zhou, Yefeng Zheng, Yinghuan Shi, Yang Gao
2022	J	`jnl`	Feature-Based Style Randomization for Domain Generalization. IEEE Trans. Circuits Syst. Video Technol. Yue Wang, Lei Qi, Yinghuan Shi, Yang Gao
2022	A*	`conf`	Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization. CVPR Ziqi Zhou, Lei Qi, Xin Yang, Dong Ni, Yinghuan Shi
2022	—	`conf`	Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration. ECCV (21) Ziqi Zhou, Lei Qi, Yinghuan Shi
2022	J	`jnl`	Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration. CoRR Ziqi Zhou, Lei Qi, Yinghuan Shi
2022	J	`jnl`	Generalizable model-agnostic semantic segmentation via target-specific normalization. Pattern Recognit. Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2022	A*	`conf`	Improving Barely Supervised Learning by Discriminating Unlabeled Samples with Super-Class. NeurIPS Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi
2022	J	`jnl`	Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical Image Segmentation. IEEE Trans. Medical Imaging Yinghuan Shi, Jian Zhang, Tong Ling, Jiwen Lu, Yefeng Zheng, Qian Yu, Lei Qi, Yang Gao
2022	A*	`conf`	LaSSL: Label-Guided Self-Training for Semi-supervised Learning. AAAI Zhen Zhao, Luping Zhou, Lei Wang, Yinghuan Shi, Yang Gao
2022	J	`jnl`	Label Distribution Learning for Generalizable Multi-source Person Re-identification. CoRR Lei Qi, Jiaying Shen, Jiaqi Liu, Yinghuan Shi, Xin Geng
2022	J	`jnl`	Label Distribution Learning for Generalizable Multisource Person Re-Identification. IEEE Trans. Inf. Forensics Secur. Lei Qi, Jiaying Shen, Jiaqi Liu, Yinghuan Shi, Xin Geng
2022	—	`conf`	MVDG: A Unified Multi-view Framework for Domain Generalization. ECCV (27) Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2022	J	`jnl`	MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization. CoRR Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng
2022	J	`jnl`	MutexMatch: Semi-supervised Learning with Mutex-based Consistency Regularization. CoRR Yue Duan, Zhen Zhao, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi, Yang Gao
2022	—	`conf`	RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning. ECCV (30) Yue Duan, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi
2022	J	`jnl`	RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning. CoRR Yue Duan, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi
2022	J	`jnl`	Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation. CoRR Lihe Yang, Lei Qi, Litong Feng, Wayne Zhang, Yinghuan Shi
2022	A*	`conf`	ST++: Make Self-trainingWork Better for Semi-supervised Semantic Segmentation. CVPR Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao
2022	J	`jnl`	Video Super-Resolution via a Spatio-Temporal Alignment Network. IEEE Trans. Image Process. Weilei Wen, Wenqi Ren, Yinghuan Shi, Yunfeng Nie, Jingang Zhang, Xiaochun Cao
2021	J	`jnl`	A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning. CoRR Zekun Li, Wei Zhao, Feng Shi, Lei Qi, Xingzhi Xie, Ying Wei, Zhongxiang Ding, Yang Gao, Shangjie Wu, Jun Liu, Yinghuan Shi, Dinggang Shen
2021	J	`jnl`	A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning. Medical Image Anal. Zekun Li, Wei Zhao, Feng Shi, Lei Qi, Xingzhi Xie, Ying Wei, Zhongxiang Ding, Yang Gao, Shangjie Wu, Jun Liu, Yinghuan Shi, Dinggang Shen
2021	J	`jnl`	Better Pseudo-label: Joint Domain-aware Label and Dual-classifier for Semi-supervised Domain Generalization. CoRR Ruiqi Wang, Lei Qi, Yinghuan Shi, Yang Gao
2021	J	`jnl`	Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions. CoRR Qian Yu, Lei Qi, Luping Zhou, Lei Wang, Yilong Yin, Yinghuan Shi, Wuzhang Wang, Yang Gao
2021	J	`jnl`	Crossover-Net: Leveraging vertical-horizontal crossover relation for robust medical image segmentation. Pattern Recognit. Qian Yu, Yang Gao, Yefeng Zheng, Jianbing Zhu, Yakang Dai, Yinghuan Shi
2021	J	`jnl`	Deep Symmetric Adaptation Network for Cross-modality Medical Image Segmentation. CoRR Xiaoting Han, Lei Qi, Qian Yu, Ziqi Zhou, Yefeng Zheng, Yinghuan Shi, Yang Gao
2021	J	`jnl`	Domain Generalization via Progressive Layer-wise and Channel-wise Dropout. CoRR Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao
2021	J	`jnl`	Feature-based Style Randomization for Domain Generalization. CoRR Yue Wang, Lei Qi, Yinghuan Shi, Yang Gao
2021	J	`jnl`	Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization. CoRR Ziqi Zhou, Lei Qi, Xin Yang, Dong Ni, Yinghuan Shi
2021	J	`jnl`	GreyReID: A Novel Two-stream Deep Framework with RGB-grey Information for Person Re-identification. ACM Trans. Multim. Comput. Commun. Appl. Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao
2021	J	`jnl`	Inconsistency-aware Uncertainty Estimation for Semi-supervised Medical Image Segmentation. CoRR Yinghuan Shi, Jian Zhang, Tong Ling, Jiwen Lu, Yefeng Zheng, Qian Yu, Lei Qi, Yang Gao
2021	J	`jnl`	Interactive medical image segmentation via a point-based interaction. Artif. Intell. Medicine Jian Zhang, Yinghuan Shi, Jinquan Sun, Lei Wang, Luping Zhou, Yang Gao, Dinggang Shen
2021	J	`jnl`	Learning-Based Computer-Aided Prescription Model for Parkinson's Disease: A Data-Driven Perspective. IEEE J. Biomed. Health Informatics Yinghuan Shi, Wanqi Yang, Kim-Han Thung, Hao Wang, Yang Gao, Yang Pan, Li Zhang, Dinggang Shen
2021	J	`jnl`	LibFewShot: A Comprehensive Library for Few-shot Learning. CoRR Wenbin Li, Chuanqi Dong, Pinzhuo Tian, Tiexin Qin, Xuesong Yang, Ziyi Wang, Jing Huo, Yinghuan Shi, Lei Wang, Yang Gao, Jiebo Luo
2021	A*	`conf`	Manifold Alignment for Semantically Aligned Style Transfer. ICCV Jing Huo, Shiyin Jin, Wenbin Li, Jing Wu, Yu-Kun Lai, Yinghuan Shi, Yang Gao
2021	A*	`conf`	Mining Latent Classes for Few-shot Segmentation. ICCV Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao
2021	J	`jnl`	Mining Latent Classes for Few-shot Segmentation. CoRR Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao
2021	J	`jnl`	More is Better: A Novel Multi-view Framework for Domain Generalization. CoRR Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2021	J	`jnl`	Recycling diagnostic MRI for empowering brain morphometric research - Critical & practical assessment on learning-based image super-resolution. NeuroImage 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
2021	J	`jnl`	ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation. CoRR Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao
2021	J	`jnl`	Synergistic learning of lung lobe segmentation and hierarchical multi-instance classification for automated severity assessment of COVID-19 in CT images. Pattern Recognit. Kelei He, Wei Zhao, Xingzhi Xie, Wen Ji, Mingxia Liu, Zhenyu Tang, Yinghuan Shi, Feng Shi, Yang Gao, Jun Liu, Junfeng Zhang, Dinggang Shen
2021	J	`jnl`	Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework. CoRR Lei Qi, Lei Wang, Yinghuan Shi, Xin Geng
2020	J	`jnl`	A Universal Method of Linear Approximation With Controllable Error for the Efficient Implementation of Transcendental Functions. IEEE Trans. Circuits Syst. I Regul. Pap. Huaqing Sun, Yuanyong Luo, Yajun Ha, Yinghuan Shi, Yang Gao, Qinghong Shen, Hongbing Pan
2020	J	`jnl`	An Effective MR-Guided CT Network Training for Segmenting Prostate in CT Images. IEEE J. Biomed. Health Informatics Wanqi Yang, Yinghuan Shi, Sang Hyun Park, Ming Yang, Yang Gao, Dinggang Shen
2020	A*	`conf`	Asymmetric Distribution Measure for Few-shot Learning. IJCAI Wenbin Li, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao, Jiebo Luo
2020	J	`jnl`	Asymmetric Distribution Measure for Few-shot Learning. CoRR Wenbin Li, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao, Jiebo Luo
2020	Misc	`conf`	Automatic Data Augmentation Via Deep Reinforcement Learning for Effective Kidney Tumor Segmentation. ICASSP Tiexin Qin, Ziyuan Wang, Kelei He, Yinghuan Shi, Yang Gao, Dinggang Shen
2020	J	`jnl`	Automatic Data Augmentation via Deep Reinforcement Learning for Effective Kidney Tumor Segmentation. CoRR Tiexin Qin, Ziyuan Wang, Kelei He, Yinghuan Shi, Yang Gao, Dinggang Shen
2020	J	`jnl`	Class Distribution Alignment for Adversarial Domain Adaptation. CoRR Wanqi Yang, Tong Ling, Chengmei Yang, Lei Wang, Yinghuan Shi, Luping Zhou, Ming Yang
2020	A*	`conf`	Consistent MetaReg: Alleviating Intra-task Discrepancy for Better Meta-knowledge. IJCAI Pinzhuo Tian, Lei Qi, Shaokang Dong, Yinghuan Shi, Yang Gao
2020	J	`jnl`	Crossover-Net: Leveraging the Vertical-Horizontal Crossover Relation for Robust Segmentation. CoRR Qian Yu, Yinghuan Shi, Yefeng Zheng, Yang Gao, Jianbing Zhu, Yakang Dai
2020	A*	`conf`	Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation. AAAI Pinzhuo Tian, Zhangkai Wu, Lei Qi, Lei Wang, Yinghuan Shi, Yang Gao
2020	J	`jnl`	Generalizable Semantic Segmentation via Model-agnostic Learning and Target-specific Normalization. CoRR Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao
2020	J	`jnl`	Learning-based Computer-aided Prescription Model for Parkinson's Disease: A Data-driven Perspective. CoRR Yinghuan Shi, Wanqi Yang, Kim-Han Thung, Hao Wang, Yang Gao, Yang Pan, Li Zhang, Dinggang Shen
2020	J	`jnl`	Leveraging Coupled Interaction for Multimodal Alzheimer's Disease Diagnosis. IEEE Trans. Neural Networks Learn. Syst. Yinghuan Shi, Heung-Il Suk, Yang Gao, Seong-Whan Lee, Dinggang Shen
2020	J	`jnl`	Manifold Alignment for Semantically Aligned Style Transfer. CoRR Jing Huo, Shiyin Jin, Wenbin Li, Jing Wu, Yu-Kun Lai, Yinghuan Shi, Yang Gao
2020	J	`jnl`	Progressive Cross-Camera Soft-Label Learning for Semi-Supervised Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao
2020	J	`jnl`	Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19. CoRR Feng Shi, Jun Wang, Jun Shi, Ziyan Wu, Qian Wang, Zhenyu Tang, Kelei He, Yinghuan Shi, Dinggang Shen
2020	J	`jnl`	Sample-Adaptive GANs: Linking Global and Local Mappings for Cross-Modality MR Image Synthesis. IEEE Trans. Medical Imaging Biting Yu, Luping Zhou, Lei Wang, Yinghuan Shi, Jurgen Fripp, Pierrick Bourgeat
2020	J	`jnl`	TripletUNet: Multi-Task U-Net with Online Voxel-Wise Learning for Precise CT Prostate Segmentation. CoRR Kelei He, Chunfeng Lian, Ehsan Adeli, Jing Huo, Yinghuan Shi, Yang Gao, Bing Zhang, Junfeng Zhang, Dinggang Shen
2020	J	`jnl`	Unsupervised Few-shot Learning via Distribution Shift-based Augmentation. CoRR Tiexin Qin, Wenbin Li, Yinghuan Shi, Yang Gao
2019	A	`conf`	A Mask Based Deep Ranking Neural Network for Person Retrieval. ICME Lei Qi, Jing Huo, Lei Wang, Yinghuan Shi, Yang Gao
2019	A*	`conf`	A Novel Deep Multi-Modal Feature Fusion Method for Celebrity Video Identification. ACM Multimedia Jianrong Chen, Li Yang, Yuanyuan Xu, Jing Huo, Yinghuan Shi, Yang Gao
2019	A*	`conf`	A Novel Unsupervised Camera-Aware Domain Adaptation Framework for Person Re-Identification. ICCV Lei Qi, Lei Wang, Jing Huo, Luping Zhou, Yinghuan Shi, Yang Gao
2019	J	`jnl`	A Novel Unsupervised Camera-aware Domain Adaptation Framework for Person Re-identification. CoRR Lei Qi, Lei Wang, Jing Huo, Luping Zhou, Yinghuan Shi, Yang Gao
2019	J	`jnl`	Adversarial Camera Alignment Network for Unsupervised Cross-camera Person Re-identification. CoRR Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao
2019	—	`conf`	Cross-Modal Attention-Guided Convolutional Network for Multi-modal Cardiac Segmentation. MLMI@MICCAI Ziqi Zhou, Xinna Guo, Wanqi Yang, Yinghuan Shi, Luping Zhou, Lei Wang, Ming Yang
2019	J	`jnl`	Crossbar-Net: A Novel Convolutional Neural Network for Kidney Tumor Segmentation in CT Images. IEEE Trans. Image Process. Qian Yu, Yinghuan Shi, Jinquan Sun, Yang Gao, Jianbing Zhu, Yakang Dai
2019	J	`jnl`	Differentiable Meta-learning Model for Few-shot Semantic Segmentation. CoRR Pinzhuo Tian, Zhangkai Wu, Lei Qi, Lei Wang, Yinghuan Shi, Yang Gao
2019	J	`jnl`	Ea-GANs: Edge-Aware Generative Adversarial Networks for Cross-Modality MR Image Synthesis. IEEE Trans. Medical Imaging Biting Yu, Luping Zhou, Lei Wang, Yinghuan Shi, Jurgen Fripp, Pierrick Bourgeat
2019	J	`jnl`	GreyReID: A Two-stream Deep Framework with RGB-grey Information for Person Re-identification. CoRR Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao
2019	—	`conf`	MIDCN: A Multiple Instance Deep Convolutional Network for Image Classification. PRICAI (1) Kelei He, Jing Huo, Yinghuan Shi, Yang Gao, Dinggang Shen
2019	J	`jnl`	Machine Learning in Medical Imaging. IEEE J. Biomed. Health Informatics Qian Wang, Yinghuan Shi, Dinggang Shen
2019	J	`jnl`	Pelvic Organ Segmentation Using Distinctive Curve Guided Fully Convolutional Networks. IEEE Trans. Medical Imaging Kelei He, Xiaohuan Cao, Yinghuan Shi, Dong Nie, Yang Gao, Dinggang Shen
2019	J	`jnl`	Progressive Cross-camera Soft-label Learning for Semi-supervised Person Re-identification. CoRR Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao
2019	J	`jnl`	Special issue on machine learning in medical imaging. Comput. Medical Imaging Graph. Li Wang, Yinghuan Shi, Heung-Il Suk, J. Alison Noble, Ghassan Hamarneh
2018	—	`conf`	A Joint Local and Global Deep Metric Learning Method for Caricature Recognition. ACCV (4) Wenbin Li, Jing Huo, Yinghuan Shi, Yang Gao, Lei Wang, Jiebo Luo
2018	Misc	`conf`	A Novel Image-Specific Transfer Approach for Prostate Segmentation in MR Images. ICASSP Pinzhuo Tian, Lei Qi, Yinghuan Shi, Luping Zhou, Yang Gao, Dinggang Sheri
2018	B	`conf`	A Novel Two-Stage Deep Method for Mitosis Detection in Breast Cancer Histology Images. ICPR Minglin Ma, Yinghuan Shi, Wenbin Li, Yang Gao, Jun Xu
2018	J	`jnl`	Cross-Modal Metric Learning for AUC Optimization. IEEE Trans. Neural Networks Learn. Syst. Jing Huo, Yang Gao, Yinghuan Shi, Hujun Yin
2018	J	`jnl`	Crossbar-Net: A Novel Convolutional Network for Kidney Tumor Segmentation in CT Images. CoRR Qian Yu, Yinghuan Shi, Jinquan Sun, Yang Gao, Yakang Dai, Jianbing Zhu
2018	J	`jnl`	Heterogeneous Face Recognition by Margin-Based Cross-Modality Metric Learning. IEEE Trans. Cybern. Jing Huo, Yang Gao, Yinghuan Shi, Wanqi Yang, Hujun Yin
2018	J	`jnl`	Incomplete-Data Oriented Multiview Dimension Reduction via Sparse Low-Rank Representation. IEEE Trans. Neural Networks Learn. Syst. Wanqi Yang, Yinghuan Shi, Yang Gao, Lei Wang, Ming Yang
2018	J	`jnl`	Interactive Medical Image Segmentation via Point-Based Interaction and Sequential Patch Learning. CoRR Jinquan Sun, Yinghuan Shi, Yang Gao, Lei Wang, Luping Zhou, Wanqi Yang, Dinggang Shen
2018	—	`ed.`	Machine Learning in Medical Imaging - 9th International Workshop, MLMI 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings MLMI@MICCAI Yinghuan Shi, Heung-Il Suk, Mingxia Liu
2018	J	`jnl`	MaskReID: A Mask Based Deep Ranking Neural Network for Person Re-identification. CoRR Lei Qi, Jing Huo, Lei Wang, Yinghuan Shi, Yang Gao
2018	A	`conf`	Modelling Diffusion Process by Deep Neural Networks for Image Retrieval. BMVC Yan Zhao, Lei Wang, Luping Zhou, Yinghuan Shi, Yang Gao
2018	J	`jnl`	OPML: A one-pass closed-form solution for online metric learning. Pattern Recognit. Wenbin Li, Yang Gao, Lei Wang, Luping Zhou, Jing Huo, Yinghuan Shi
2018	J	`jnl`	Online Deep Metric Learning. CoRR Wenbin Li, Jing Huo, Yinghuan Shi, Yang Gao, Lei Wang, Jiebo Luo
2018	J	`jnl`	Online multi-view subspace learning via group structure analysis for visual object tracking. Distributed Parallel Databases Wanqi Yang, Yinghuan Shi, Yang Gao, Ming Yang
2018	J	`jnl`	The Automatic Identification of Butterfly Species. CoRR Juanying Xie, Qi Hou, Yinghuan Shi, Lv Peng, Liping Jing, Fuzhen Zhuang, Junping Zhang, Xiaoyang Tang, Shengquan Xu
2018	J	`jnl`	Unsupervised Joint Subspace and Dictionary Learning for Enhanced Cross-Domain Person Re-Identification. IEEE J. Sel. Top. Signal Process. Lei Qi, Jing Huo, Xiaocong Fan, Yinghuan Shi, Yang Gao
2018	A	`conf`	WebCaricature: a benchmark for caricature recognition. BMVC Jing Huo, Wenbin Li, Yinghuan Shi, Yang Gao, Hujun Yin
2017	—	`conf`	A Point Says a Lot: An Interactive Segmentation Method for MR Prostate via One-Point Labeling. MLMI@MICCAI Jinquan Sun, Yinghuan Shi, Yang Gao, Dinggang Shen
2017	A*	`conf`	Beyond IID: Learning to Combine Non-IID Metrics for Vision Tasks. AAAI Yinghuan Shi, Wenbin Li, Yang Gao, Longbing Cao, Dinggang Shen
2017	C	`conf`	Cost-Sensitive Alternating Direction Method of Multipliers for Large-Scale Classification. IDEAL Huihui Wang, Yinghuan Shi, Xingguo Chen, Yang Gao
2017	—	`conf`	Does Manual Delineation only Provide the Side Information in CT Prostate Segmentation? MICCAI (3) Yinghuan Shi, Wanqi Yang, Yang Gao, Dinggang Shen
2017	J	`jnl`	Group-Based Alternating Direction Method of Multipliers for Distributed Linear Classification. IEEE Trans. Cybern. Huihui Wang, Yang Gao, Yinghuan Shi, Ruili Wang
2017	—	`ed.`	Machine Learning in Medical Imaging - 8th International Workshop, MLMI 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC, Canada, September 10, 2017, Proceedings MLMI@MICCAI Qian Wang, Yinghuan Shi, Heung-Il Suk, Kenji Suzuki
2017	A*	`conf`	Revisiting Metric Learning for SPD Matrix Based Visual Representation. CVPR Luping Zhou, Lei Wang, Jianjia Zhang, Yinghuan Shi, Yang Gao
2017	A*	`conf`	Variation Robust Cross-Modal Metric Learning for Caricature Recognition. ACM Multimedia (Thematic Workshops) Jing Huo, Yang Gao, Yinghuan Shi, Hujun Yin
2017	J	`jnl`	WebCaricature: a benchmark for caricature face recognition. CoRR Jing Huo, Wenbin Li, Yinghuan Shi, Yang Gao, Hujun Yin
2016	A*	`conf`	A Fast Distributed Classification Algorithm for Large-Scale Imbalanced Data. ICDM Huihui Wang, Yang Gao, Yinghuan Shi, Hao Wang
2016	J	`jnl`	A learning-based CT prostate segmentation method via joint transductive feature selection and regression. Neurocomputing Yinghuan Shi, Yaozong Gao, Shu Liao, Daoqiang Zhang, Yang Gao, Dinggang Shen
2016	A*	`conf`	Ensemble of Sparse Cross-Modal Metrics for Heterogeneous Face Recognition. ACM Multimedia Jing Huo, Yang Gao, Yinghuan Shi, Wanqi Yang, Hujun Yin
2016	C	`conf`	Grouping Parallel Bayesian Network Structure Learning Algorithm Based on Variable Ordering. IDEAL Xiaolong Qi, Yinghuan Shi, Hao Wang, Yang Gao
2016	—	`ed.`	Machine Learning in Medical Imaging - 7th International Workshop, MLMI 2016, Held in Conjunction with MICCAI 2016, Athens, Greece, October 17, 2016, Proceedings MLMI@MICCAI Li Wang, Ehsan Adeli, Qian Wang, Yinghuan Shi, Heung-Il Suk
2016	C	`conf`	Multi-view Subspace Clustering via a Global Low-Rank Affinity Matrix. IDEAL Lei Qi, Yinghuan Shi, Huihui Wang, Wanqi Yang, Yang Gao
2016	J	`jnl`	OPML: A One-Pass Closed-Form Solution for Online Metric Learning. CoRR Wenbin Li, Yang Gao, Lei Wang, Luping Zhou, Jing Huo, Yinghuan Shi
2015	B	`conf`	Interactive image segmentation via cascaded metric learning. ICIP Wenbin Li, Yinghuan Shi, Wanqi Yang, Hao Wang, Yang Gao
2015	J	`jnl`	MRM-Lasso: A Sparse Multiview Feature Selection Method via Low-Rank Analysis. IEEE Trans. Neural Networks Learn. Syst. Wanqi Yang, Yang Gao, Yinghuan Shi, Longbing Cao
2015	—	`ed.`	Machine Learning in Medical Imaging - 6th International Workshop, MLMI 2015, Held in Conjunction with MICCAI 2015, Munich, Germany, October 5, 2015, Proceedings MLMI Luping Zhou, Li Wang, Qian Wang, Yinghuan Shi
2015	J	`jnl`	Semi-Automatic Segmentation of Prostate in CT Images via Coupled Feature Representation and Spatial-Constrained Transductive Lasso. IEEE Trans. Pattern Anal. Mach. Intell. Yinghuan Shi, Yaozong Gao, Shu Liao, Daoqiang Zhang, Yang Gao, Dinggang Shen
2014	C	`conf`	A Novel Ego-Centered Academic Community Detection Approach via Factor Graph Model. IDEAL Yusheng Jia, Yang Gao, Wanqi Yang, Jing Huo, Yinghuan Shi
2014	—	`conf`	Interactive Prostate Segmentation Based on Adaptive Feature Selection and Manifold Regularization. MLMI Sang Hyun Park, Yaozong Gao, Yinghuan Shi, Dinggang Shen
2014	A*	`conf`	Joint Coupled-Feature Representation and Coupled Boosting for AD Diagnosis. CVPR Yinghuan Shi, Heung-Il Suk, Yang Gao, Dinggang Shen
2014	J	`jnl`	mPadal: a joint local-and-global multi-view feature selection method for activity recognition. Appl. Intell. Wanqi Yang, Yang Gao, Longbing Cao, Ming Yang, Yinghuan Shi
2013	—	`conf`	Automatic Prostate MR Image Segmentation with Sparse Label Propagation and Domain-Specific Manifold Regularization. IPMI Shu Liao, Yaozong Gao, Yinghuan Shi, Ambereen Yousuf, Ibrahim Karademir, Aytekin Oto, Dinggang Shen
2013	C	`conf`	Image Super Resolution via Visual Prior Based Digital Image Characteristics. IDEAL Yusheng Jia, Wanqi Yang, Yang Gao, Hujun Yin, Yinghuan Shi
2013	J	`jnl`	Multimodal Sparse Representation-Based Classification for Lung Needle Biopsy Images. IEEE Trans. Biomed. Eng. Yinghuan Shi, Yang Gao, Yubin Yang, Ying Zhang, Dong Wang
2013	A*	`conf`	Prostate Segmentation in CT Images via Spatial-Constrained Transductive Lasso. CVPR Yinghuan Shi, Shu Liao, Yaozong Gao, Daoqiang Zhang, Yang Gao, Dinggang Shen
2013	J	`jnl`	Transductive cost-sensitive lung cancer image classification. Appl. Intell. Yinghuan Shi, Yang Gao, Ruili Wang, Ying Zhang, Dong Wang
2013	C	`conf`	Voting-XCSc: A Consensus Clustering Method via Learning Classifier System. IDEAL Liqiang Qian, Yinghuan Shi, Yang Gao, Hujun Yin
2012	—	`conf`	Transductive Prostate Segmentation for CT Image Guided Radiotherapy. MLMI Yinghuan Shi, Shu Liao, Yaozong Gao, Daoqiang Zhang, Yang Gao, Dinggang Shen
2011	C	`conf`	P2LSA and P2LSA+: Two Paralleled Probabilistic Latent Semantic Analysis Algorithms Based on the MapReduce Model. IDEAL Yan Jin, Yang Gao, Yinghuan Shi, Lin Shang, Ruili Wang, Yubin Yang
2011	J	`jnl`	Xcsc: a Novel Approach to Clustering with Extended Classifier System. Int. J. Neural Syst. Liangdong Shi, Yinghuan Shi, Yang Gao, Lin Shang, Yubin Yang
2010	B	`conf`	Real-Time Abnormal Event Detection in Complicated Scenes. ICPR Yinghuan Shi, Yang Gao, Ruili Wang
2009	A	`conf`	Apply ant colony optimization to Tetris. GECCO Xingguo Chen, Hao Wang, Weiwei Wang, Yinghuan Shi, Yang Gao
2009	C	`conf`	Clustering with XCS and Agglomerative Rule Merging. IDEAL Liangdong Shi, Yinghuan Shi, Yang Gao