DAVE: A Unified Framework for Fast Vehicle Detection and Annotation. - Yi Zhou 007; Li Liu 004; Ling Shao 001; Matt Mellor (ECCV (2), 2016)

Cross-View GAN Based Vehicle Generation for Re-identification. - Yi Zhou 007; Ling Shao 001 (BMVC, 2017)

DAP3D-Net: Where, what and how actions occur in videos? - Li Liu 004; Yi Zhou 007; Ling Shao 001 (ICRA, 2017)

Viewpoint-Aware Attentive Multi-View Inference for Vehicle Re-Identification. - Yi Zhou 007; Ling Shao 001 (CVPR, 2018)

Vehicle Re-Identification by Adversarial Bi-Directional LSTM Network. - Yi Zhou 007; Ling Shao 001 (WACV, 2018)

Deep Action Parsing in Videos With Large-Scale Synthesized Data. - Li Liu 004; Yi Zhou 007; Ling Shao 001 (IEEE Trans. Image Process., 2018)

Vehicle Re-Identification by Deep Hidden Multi-View Inference. - Yi Zhou 007; Li Liu 004; Ling Shao 001 (IEEE Trans. Image Process., 2018)

Fast Automatic Vehicle Annotation for Urban Traffic Surveillance. - Yi Zhou 007; Li Liu 004; Ling Shao 001; Matt Mellor (IEEE Trans. Intell. Transp. Syst., 2018)

Deep visual feature learning for vehicle detection, recognition and re-identification. - Yi Zhou 007 (2018)

Iterative Normalization: Beyond Standardization Towards Efficient Whitening. - Lei Huang 015; Yi Zhou 007; Fan Zhu 001; Li Liu 004; Ling Shao 001 (CVPR, 2019)

Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling. - Zhen Wei; Jingyi Zhang 005; Li Liu 004; Fan Zhu 001; Fumin Shen; Yi Zhou 007; Si Liu 001; Yao Sun 004; Ling Shao 001 (CVPR, 2019)

Collaborative Learning of Semi-Supervised Segmentation and Classification for Medical Images. - Yi Zhou 007; Xiaodong He 004; Lei Huang 015; Li Liu 004; Fan Zhu 001; Shanshan Cui; Ling Shao 001 (CVPR, 2019)

DME-Net: Diabetic Macular Edema Grading by Auxiliary Task Learning. - Xiaodong He 004; Yi Zhou 007; Boyang Wang; Shanshan Cui; Ling Shao 001 (MICCAI (1), 2019)

High-Resolution Diabetic Retinopathy Image Synthesis Manipulated by Grading and Lesions. - Yi Zhou 007; Xiaodong He 004; Shanshan Cui; Fan Zhu 001; Li Liu 004; Ling Shao 001 (MICCAI (1), 2019)

DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images. - Yi Zhou 007; Boyang Wang; Xiaodong He 004; Shanshan Cui; Fan Zhu 001; Li Liu 004; Ling Shao 001 (CoRR, 2019)

Motion-Attentive Transition for Zero-Shot Video Object Segmentation. - Tianfei Zhou; Shunzhou Wang; Yi Zhou 007; Yazhou Yao; Jianwu Li; Ling Shao 001 (AAAI, 2020)

An Investigation Into the Stochasticity of Batch Whitening. - Lei Huang 015; Lei Zhao; Yi Zhou 007; Fan Zhu 001; Li Liu 004; Ling Shao 001 (CVPR, 2020)

Inf-Net: Automatic COVID-19 Lung Infection Segmentation from CT Scans. - Deng-Ping Fan; Tao Zhou 002; Ge-Peng Ji; Yi Zhou 007; Geng Chen 001; Huazhu Fu; Jianbing Shen; Ling Shao 001 (CoRR, 2020)

Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images. - Deng-Ping Fan; Tao Zhou 002; Ge-Peng Ji; Yi Zhou 007; Geng Chen 001; Huazhu Fu; Jianbing Shen; Ling Shao 001 (IEEE Trans. Medical Imaging, 2020)

Group-Wise Semantic Mining for Weakly Supervised Semantic Segmentation. - Xueyi Li 006; Tianfei Zhou; Jianwu Li; Yi Zhou 007; Zhaoxiang Zhang 001 (AAAI, 2021)

Many-to-One Distribution Learning and K-Nearest Neighbor Smoothing for Thoracic Disease Identification. - Yi Zhou 007; Lei Huang 015; Tianfei Zhou; Ling Shao 001 (AAAI, 2021)

Group Whitening: Balancing Learning Efficiency and Representational Capacity. - Lei Huang 015; Yi Zhou 007; Li Liu 004; Fan Zhu 001; Ling Shao 001 (CVPR, 2021)

Specificity-preserving RGB-D Saliency Detection. - Tao Zhou 002; Huazhu Fu; Geng Chen 001; Yi Zhou 007; Deng-Ping Fan; Ling Shao 001 (ICCV, 2021)

CCT-Net: Category-Invariant Cross-Domain Transfer for Medical Single-to-Multiple Disease Diagnosis. - Yi Zhou 007; Lei Huang 015; Tao Zhou 002; Ling Shao 001 (ICCV, 2021)

Visual-Textual Attentive Semantic Consistency for Medical Report Generation. - Yi Zhou 007; Lei Huang 015; Tao Zhou 002; Huazhu Fu; Ling Shao 001 (ICCV, 2021)

A Benchmark for Studying Diabetic Retinopathy: Segmentation, Grading, and Transferability. - Yi Zhou 007; Boyang Wang; Lei Huang 015; Shanshan Cui; Ling Shao 001 (IEEE Trans. Medical Imaging, 2021)

Contrast-Attentive Thoracic Disease Recognition With Dual-Weighting Graph Reasoning. - Yi Zhou 007; Tianfei Zhou; Tao Zhou 002; Huazhu Fu; Jiacheng Liu 011; Ling Shao 001 (IEEE Trans. Medical Imaging, 2021)

Delving into the Estimation Shift of Batch Normalization in a Network. - Lei Huang 015; Yi Zhou 007; Tian Wang 002; Jie Luo 004; Xianglong Liu 001 (CVPR, 2022)

Delving into Local Features for Open-Set Domain Adaptation in Fundus Image Analysis. - Yi Zhou 007; Shaochen Bai; Tao Zhou 002; Yu Zhang 009; Huazhu Fu (MICCAI (8), 2022)

SLMT-Net: A Self-supervised Learning based Multi-scale Transformer Network for Cross-Modality MR Image Synthesis. - Yonghao Li; Tao Zhou 002; Kelei He; Yi Zhou 007; Dinggang Shen (CoRR, 2022)

Feature Aggregation and Propagation Network for Camouflaged Object Detection. - Tao Zhou 002; Yi Zhou 007; Chen Gong 002; Jian Yang 003; Yu Zhang 009 (IEEE Trans. Image Process., 2022)

DR-GAN: Conditional Generative Adversarial Network for Fine-Grained Lesion Synthesis on Diabetic Retinopathy Images. - Yi Zhou 007; Boyang Wang; Xiaodong He 004; Shanshan Cui; Ling Shao 001 (IEEE J. Biomed. Health Informatics, 2022)

Rethinking a Unified Generative Adversarial Model for MRI Modality Completion. - Yixiao Yuan; Yawen Huang; Yi Zhou 007 (DGM4MICCAI, 2023)

Self-Paced Learning for Open-Set Domain Adaptation. - Xinghong Liu; Yi Zhou 007; Tao Zhou 002; Jie Qin; Shengcai Liao (CoRR, 2023)

Can SAM Segment Polyps? - Tao Zhou 002; Yizhe Zhang 001; Yi Zhou 007; Ye Wu 001; Chen Gong 002 (CoRR, 2023)

COCA: Classifier-Oriented Calibration for Source-Free Universal Domain Adaptation via Textual Prototype. - Xinghong Liu; Yi Zhou 007; Tao Zhou 002; Chun-Mei Feng 001; Ling Shao 001 (CoRR, 2023)

Segment Anything Model-guided Collaborative Learning Network for Scribble-supervised Polyp Segmentation. - Yiming Zhao; Tao Zhou 002; Yunqi Gu; Yi Zhou 007; Yizhe Zhang 001; Ye Wu 001; Huazhu Fu (CoRR, 2023)

Dual-scale Enhanced and Cross-generative Consistency Learning for Semi-supervised Polyp Segmentation. - Yunqi Gu; Tao Zhou 002; Yizhe Zhang 001; Yi Zhou 007; Kelei He; Chen Gong 002; Huazhu Fu (CoRR, 2023)

Specificity-preserving RGB-D saliency detection. - Tao Zhou 002; Deng-Ping Fan; Geng Chen 001; Yi Zhou 007; Huazhu Fu (Comput. Vis. Media, 2023)

Blind Super-Resolution of 3D MRI via Unsupervised Domain Transformation. - Hexiang Zhou; Yawen Huang; Yuexiang Li; Yi Zhou 007; Yefeng Zheng 001 (IEEE J. Biomed. Health Informatics, 2023)

Combating medical noisy labels by disentangled distribution learning and consistency regularization. - Yi Zhou 007; Lei Huang 015; Tao Zhou 002; Hanshi Sun (Future Gener. Comput. Syst., 2023)

Flexible Fusion Network for Multi-Modal Brain Tumor Segmentation. - Hengyi Yang; Tao Zhou 002; Yi Zhou 007; Yizhe Zhang 001; Huazhu Fu (IEEE J. Biomed. Health Informatics, 2023)

Normalization Techniques in Training DNNs: Methodology, Analysis and Application. - Lei Huang 015; Jie Qin; Yi Zhou 007; Fan Zhu 001; Li Liu 004; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Cross-level Feature Aggregation Network for Polyp Segmentation. - Tao Zhou 002; Yi Zhou 007; Kelei He; Chen Gong 002; Jian Yang 003; Huazhu Fu; Dinggang Shen (Pattern Recognit., 2023)

Multi-Scale Transformer Network With Edge-Aware Pre-Training for Cross-Modality MR Image Synthesis. - Yonghao Li; Tao Zhou 002; Kelei He; Yi Zhou 007; Dinggang Shen (IEEE Trans. Medical Imaging, 2023)

MedSegViG: Medical Image Segmentation with a Vision Graph Neural Network. - Xinhong Li; Geng Chen 001; Yuanfeng Wu; Junqing Yang; Tao Zhou 002; Yi Zhou 007; Wentao Zhu 002 (BIBM, 2024)

Memory-Assisted Sub-Prototype Mining for Universal Domain Adaptation. - Yuxiang Lai; Yi Zhou 007; Xinghong Liu; Tao Zhou 002 (ICLR, 2024)

MM-Retinal: Knowledge-Enhanced Foundational Pretraining with Fundus Image-Text Expertise. - Ruiqi Wu; Chenran Zhang; Jianle Zhang; Yi Zhou 007; Tao Zhou 002; Huazhu Fu (MICCAI (1), 2024)

SimTxtSeg: Weakly-Supervised Medical Image Segmentation with Simple Text Cues. - Yuxin Xie; Tao Zhou 002; Yi Zhou 007; Geng Chen 001 (MICCAI (8), 2024)

TextPolyp: Point-Supervised Polyp Segmentation with Text Cues. - Yiming Zhao; Yi Zhou 007; Yizhe Zhang 001; Ye Wu 001; Tao Zhou 002 (MICCAI (11), 2024)

Delving into Multi-modal Multi-task Foundation Models for Road Scene Understanding: From Learning Paradigm Perspectives. - Sheng Luo; Wei Chen 001; Wanxin Tian; Rui Liu; Luanxuan Hou; Xiubao Zhang; Haifeng Shen; Ruiqi Wu; Shuyi Geng; Yi Zhou 007; Ling Shao 005; Yi Yang 001; et al. (CoRR, 2024)

Exploring the Interplay Between Video Generation and World Models in Autonomous Driving: A Survey. - Ao Fu; Yi Zhou 007; Tao Zhou 002; Yi Yang 001; Bojun Gao; Qun Li; Guobin Wu 001; Ling Shao 005 (CoRR, 2024)

Uncertainty-Aware Hierarchical Aggregation Network for Medical Image Segmentation. - Tao Zhou 002; Yi Zhou 007; Guangyu Li; Geng Chen 001; Jianbing Shen (IEEE Trans. Circuits Syst. Video Technol., 2024)

Delving Into Multi-Modal Multi-Task Foundation Models for Road Scene Understanding: From Learning Paradigm Perspectives. - Sheng Luo; Wei Chen; Wanxin Tian; Rui Liu; Luanxuan Hou; Xiubao Zhang; Haifeng Shen; Ruiqi Wu; Shuyi Geng; Yi Zhou 007; Ling Shao 001; Yi Yang 001; et al. (IEEE Trans. Intell. Veh., 2024)

FREAK: Frequency-modulated High-fidelity and Real-time Audio-driven Talking Portrait Synthesis. - Ziqi Ni; Ao Fu; Yi Zhou 007 (ICMR, 2025)

WeakPolyp-SAM: Segment Anything Model-driven weakly-supervised polyp segmentation. - Yiming Zhao; Tao Zhou 002; Yunqi Gu; Yi Zhou 007; Yizhe Zhang 001; Ye Wu 001; Huazhu Fu (Knowl. Based Syst., 2025)

Dual-scale enhanced and cross-generative consistency learning for semi-supervised medical image segmentation. - Yunqi Gu; Tao Zhou 002; Yizhe Zhang 001; Yi Zhou 007; Kelei He; Chen Gong 002; Huazhu Fu (Pattern Recognit., 2025)

A survey on deep learning for polyp segmentation: techniques, challenges and future trends. - Jiaxin Mei; Tao Zhou 002; Kaiwen Huang; Yizhe Zhang 001; Yi Zhou 007; Ye Wu 001; Huazhu Fu (Vis. Intell., 2025)

MM-Retinal V2: Transfer an Elite Knowledge Spark into Fundus Vision-Language Pretraining. - Ruiqi Wu; Na Su; Chenran Zhang; Tengfei Ma; Tao Zhou 002; Zhiting Cui; Nianfeng Tang; Tianyu Mao; Yi Zhou 007; Wen Fan 003; Tianxing Wu 001; Shenqi Jing; et al. (CoRR, 2025)

Edge-aware Feature Aggregation Network for Polyp Segmentation. - Tao Zhou 002; Yizhe Zhang 001; Geng Chen 001; Yi Zhou 007; Ye Wu 001; Deng-Ping Fan (Mach. Intell. Res., 2025)

Dual Audio-Centric Modality Coupling for Talking Head Generation. - Ao Fu; Ziqi Ni; Yi Zhou 007 (CoRR, 2025)

Learnable Prompting SAM-Induced Knowledge Distillation for Semi-Supervised Medical Image Segmentation. - Kaiwen Huang; Tao Zhou 002; Huazhu Fu; Yizhe Zhang 001; Yi Zhou 007; Chen Gong 002; Dong Liang 001 (IEEE Trans. Medical Imaging, 2025)

Text-driven Multiplanar Visual Interaction for Semi-supervised Medical Image Segmentation. - Kaiwen Huang; Yi Zhou 007; Huazhu Fu; Yizhe Zhang 001; Chen Gong 002; Tao Zhou 002 (CoRR, 2025)