Multi-view Subspace Clustering via a Global Low-Rank Affinity Matrix. - Lei Qi 001; Yinghuan Shi; Huihui Wang; Wanqi Yang; Yang Gao 001 (IDEAL, 2016)

A Novel Image-Specific Transfer Approach for Prostate Segmentation in MR Images. - Pinzhuo Tian; Lei Qi 001; Yinghuan Shi; Luping Zhou; Yang Gao 001; Dinggang Sheri (ICASSP, 2018)

Joint Multi-field Siamese Recurrent Neural Network for Entity Resolution. - Yang Lv; Lei Qi 001; Jing Huo; Hao Wang 013; Yang Gao 001 (PRICAI, 2018)

MaskReID: A Mask Based Deep Ranking Neural Network for Person Re-identification. - Lei Qi 001; Jing Huo; Lei Wang 001; Yinghuan Shi; Yang Gao 001 (CoRR, 2018)

Unsupervised Joint Subspace and Dictionary Learning for Enhanced Cross-Domain Person Re-Identification. - Lei Qi 001; Jing Huo; Xiaocong Fan; Yinghuan Shi; Yang Gao 001 (IEEE J. Sel. Top. Signal Process., 2018)

A Novel Unsupervised Camera-Aware Domain Adaptation Framework for Person Re-Identification. - Lei Qi 001; Lei Wang 001; Jing Huo; Luping Zhou; Yinghuan Shi; Yang Gao 001 (ICCV, 2019)

A Mask Based Deep Ranking Neural Network for Person Retrieval. - Lei Qi 001; Jing Huo; Lei Wang 001; Yinghuan Shi; Yang Gao 001 (ICME, 2019)

Adversarial Camera Alignment Network for Unsupervised Cross-camera Person Re-identification. - Lei Qi 001; Lei Wang 001; Jing Huo; Yinghuan Shi; Yang Gao 001 (CoRR, 2019)

GreyReID: A Two-stream Deep Framework with RGB-grey Information for Person Re-identification. - Lei Qi 001; Lei Wang 001; Jing Huo; Yinghuan Shi; Yang Gao 001 (CoRR, 2019)

Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation. - Pinzhuo Tian; Zhangkai Wu; Lei Qi 001; Lei Wang 001; Yinghuan Shi; Yang Gao 001 (AAAI, 2020)

Biased Feature Learning for Occlusion Invariant Face Recognition. - Changbin Shao; Jing Huo; Lei Qi 001; Zhenhua Feng 001; Wenbin Li 006; Chuanqi Dong; Yang Gao 001 (IJCAI, 2020)

Consistent MetaReg: Alleviating Intra-task Discrepancy for Better Meta-knowledge. - Pinzhuo Tian; Lei Qi 001; Shaokang Dong; Yinghuan Shi; Yang Gao 001 (IJCAI, 2020)

Generalizable Semantic Segmentation via Model-agnostic Learning and Target-specific Normalization. - Jian Zhang 018; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (CoRR, 2020)

Progressive Cross-Camera Soft-Label Learning for Semi-Supervised Person Re-Identification. - Lei Qi 001; Lei Wang 001; Jing Huo; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Mining Latent Classes for Few-shot Segmentation. - Lihe Yang; Wei Zhuo; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (ICCV, 2021)

ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation. - Lihe Yang; Wei Zhuo; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (CoRR, 2021)

Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions. - Qian Yu; Lei Qi 001; Luping Zhou; Lei Wang 001; Yilong Yin; Yinghuan Shi; Wuzhang Wang; Yang Gao 001 (CoRR, 2021)

Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework. - Lei Qi 001; Lei Wang 001; Yinghuan Shi; Xin Geng 001 (CoRR, 2021)

Domain Generalization via Progressive Layer-wise and Channel-wise Dropout. - Jintao Guo; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (CoRR, 2021)

More is Better: A Novel Multi-view Framework for Domain Generalization. - Jian Zhang 018; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (CoRR, 2021)

A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning. - Zekun Li 010; Wei Zhao 040; Feng Shi 001; Lei Qi 001; Xingzhi Xie; Ying Wei 009; Zhongxiang Ding; Yang Gao 001; Shangjie Wu; Jun Liu 075; Yinghuan Shi; Dinggang Shen (Medical Image Anal., 2021)

A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition. - Yang Li 019; Lei Wang 001; Wenming Zheng; Yuan Zong; Lei Qi 001; Zhen Cui 001; Tong Zhang 021; Tengfei Song (IEEE Trans. Cogn. Dev. Syst., 2021)

High-Resolution Vehicle Trajectory Extraction and Denoising From Aerial Videos. - Xinqiang Chen; Zhibin Li 003; Yongsheng Yang; Lei Qi 001; Ruimin Ke (IEEE Trans. Intell. Transp. Syst., 2021)

GreyReID: A Novel Two-stream Deep Framework with RGB-grey Information for Person Re-identification. - Lei Qi 001; Lei Wang 001; Jing Huo; Yinghuan Shi; Yang Gao 001 (ACM Trans. Multim. Comput. Commun. Appl., 2021)

Learngene: From Open-World to Your Learning Task. - Qiu-Feng Wang 002; Xin Geng 001; Shuxia Lin; Shiyu Xia; Lei Qi 001; Ning Xu 009 (AAAI, 2022)

Adaptive Weight of Unreliable Relation Module for Semi-supervised Multi-label Image Recognition. - Ziyuan Wang; Zhen Zhao 001; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (CCIS, 2022)

ST++: Make Self-trainingWork Better for Semi-supervised Semantic Segmentation. - Lihe Yang; Wei Zhuo; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (CVPR, 2022)

DC-SSL: Addressing Mismatched Class Distribution in Semi-supervised Learning. - Zhen Zhao 001; Luping Zhou; Yue Duan; Lei Wang 001; Lei Qi 001; Yinghuan Shi (CVPR, 2022)

Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization. - Ziqi Zhou; Lei Qi 001; Xin Yang 009; Dong Ni 001; Yinghuan Shi (CVPR, 2022)

RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning. - Yue Duan; Lei Qi 001; Lei Wang 001; Luping Zhou; Yinghuan Shi (ECCV (30), 2022)

MVDG: A Unified Multi-view Framework for Domain Generalization. - Jian Zhang 018; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (ECCV (27), 2022)

Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration. - Ziqi Zhou; Lei Qi 001; Yinghuan Shi (ECCV (21), 2022)

Improving Barely Supervised Learning by Discriminating Unlabeled Samples with Super-Class. - Guan Gui 002; Zhen Zhao 001; Lei Qi 001; Luping Zhou; Lei Wang 001; Yinghuan Shi (NeurIPS, 2022)

Label Distribution Learning for Generalizable Multi-source Person Re-identification. - Lei Qi 001; Jiaying Shen; Jiaqi Liu; Yinghuan Shi; Xin Geng 001 (CoRR, 2022)

Generalizable model-agnostic semantic segmentation via target-specific normalization. - Jian Zhang 018; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (Pattern Recognit., 2022)

Adversarial Camera Alignment Network for Unsupervised Cross-Camera Person Re-Identification. - Lei Qi 001; Lei Wang 001; Jing Huo; Yinghuan Shi; Xin Geng 001; Yang Gao 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Feature-Based Style Randomization for Domain Generalization. - Yue Wang 076; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Label Distribution Learning for Generalizable Multisource Person Re-Identification. - Lei Qi 001; Jiaying Shen; Jiaqi Liu; Yinghuan Shi; Xin Geng 001 (IEEE Trans. Inf. Forensics Secur., 2022)

Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image Segmentation. - Qian Yu; Lei Qi 001; Yang Gao 001; Wuzhang Wang; Yinghuan Shi (IEEE Trans. Image Process., 2022)

Deep Symmetric Adaptation Network for Cross-Modality Medical Image Segmentation. - Xiaoting Han; Lei Qi 001; Qian Yu; Ziqi Zhou; Yefeng Zheng 001; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Medical Imaging, 2022)

Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical Image Segmentation. - Yinghuan Shi; Jian Zhang 018; Tong Ling; Jiwen Lu; Yefeng Zheng 001; Qian Yu; Lei Qi 001; Yang Gao 001 (IEEE Trans. Medical Imaging, 2022)

Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation. - Heng Cai; Shumeng Li; Lei Qi 001; Qian Yu; Yinghuan Shi; Yang Gao 001 (CVPR, 2023)

ALOFT: A Lightweight MLP-Like Architecture with Dynamic Low-Frequency Transform for Domain Generalization. - Jintao Guo; Na Wang; Lei Qi 001; Yinghuan Shi (CVPR, 2023)

Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation. - Lihe Yang; Lei Qi 001; Litong Feng; Wayne Zhang 001; Yinghuan Shi (CVPR, 2023)

DomainAdaptor: A Novel Approach to Test-time Adaptation. - Jian Zhang 018; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (ICCV, 2023)

IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization. - Zekun Li 010; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (ICCV, 2023)

Towards Semi-supervised Learning with Non-random Missing Labels. - Yue Duan; Zhen Zhao 001; Lei Qi 001; Luping Zhou; Lei Wang 001; Yinghuan Shi (ICCV, 2023)

Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning. - Guan Gui 002; Zhen Zhao 001; Lei Qi 001; Luping Zhou; Lei Wang 001; Yinghuan Shi (ICCV, 2023)

DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization. - Jintao Guo; Lei Qi 001; Yinghuan Shi (ICCV, 2023)

Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization. - Xiran Wang; Jian Zhang 018; Lei Qi 001; Yinghuan Shi (ICCV, 2023)

Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning. - Lihe Yang; Zhen Zhao 001; Lei Qi 001; Yu Qiao 001; Yinghuan Shi; Hengshuang Zhao (ICCV, 2023)

3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching Between 3D and 2D Networks. - Heng Cai; Lei Qi 001; Qian Yu; Yinghuan Shi; Yang Gao 001 (MICCAI (3), 2023)

Generalizable Label Distribution Learning. - Xingyu Zhao 002; Lei Qi 001; Yuexuan An; Xin Geng 001 (ACM Multimedia, 2023)

A Theoretical Explanation of Activation Sparsity through Flat Minima and Adversarial Robustness. - Ze Peng; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (CoRR, 2023)

Better pseudo-label: Joint domain-aware label and dual-classifier for semi-supervised domain generalization. - Ruiqi Wang; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (Pattern Recognit., 2023)

A Novel Mix-Normalization Method for Generalizable Multi-Source Person Re-Identification. - Lei Qi 001; Lei Wang 001; Yinghuan Shi; Xin Geng 001 (IEEE Trans. Multim., 2023)

PLN: Parasitic-Like Network for Barely Supervised Medical Image Segmentation. - Shumeng Li; Heng Cai; Lei Qi 001; Qian Yu; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Medical Imaging, 2023)

Defensive Few-Shot Learning. - Wenbin Li 006; Lei Wang 001; Xingxing Zhang; Lei Qi 001; Jing Huo; Yang Gao 001; Jiebo Luo 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Unsupervised generalizable multi-source person re-identification: A Domain-specific adaptive framework. - Lei Qi 001; Jiaqi Liu; Lei Wang 001; Yinghuan Shi; Xin Geng 001 (Pattern Recognit., 2023)

PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance. - Taicai Chen; Yue Duan; Dong Li 016; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (AAAI, 2024)

Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning. - Yue Duan; Zhen Zhao 001; Lei Qi 001; Luping Zhou; Lei Wang 001; Yinghuan Shi (AAAI, 2024)

Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation. - Qinghe Ma; Jian Zhang 018; Lei Qi 001; Qian Yu; Yinghuan Shi; Yang Gao 001 (CVPR, 2024)

Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization. - Jiajun Hu; Jian Zhang 018; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (ECCV (51), 2024)

The Devil Is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation. - Muyang Qiu; Jian Zhang 018; Lei Qi 001; Qian Yu; Yinghuan Shi; Yang Gao 001 (ECCV (54), 2024)

Enhancing Weakly Supervised Medical Segmentation via Heterogeneous Co-training with Box-Wise Augmentation and Pseudo-Label Filtering. - You Wang; Lei Qi 001; Qian Yu; Yinghuan Shi; Yang Gao 001 (ICIS, 2024)

PC2: Pseudo-Classification Based Pseudo-Captioning for Noisy Correspondence Learning in Cross-Modal Retrieval. - Yue Duan; Zhangxuan Gu; Zhenzhe Ying; Lei Qi 001; Changhua Meng; Yinghuan Shi (ACM Multimedia, 2024)

START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation. - Jintao Guo; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (NeurIPS, 2024)

Concatenate, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation. - Shumeng Li; Lei Qi 001; Qian Yu; Jing Huo; Yinghuan Shi; Yang Gao 001 (CoRR, 2024)

SETA: Semantic-Aware Token Augmentation for Domain Generalization. - Jintao Guo; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (CoRR, 2024)

ChipExpert: The Open-Source Integrated-Circuit-Design-Specific Large Language Model. - Ning Xu 009; Zhaoyang Zhang; Lei Qi 001; Wensuo Wang; Chao Zhang; Zihao Ren; Huaiyuan Zhang; Xin Cheng; Yanqi Zhang; Zhichao Liu; Qingwen Wei; Shiyang Wu; et al. (CoRR, 2024)

Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image Segmentation. - Zhan Fa; Shumeng Li; Jian Zhang 018; Lei Qi 001; Qian Yu; Yinghuan Shi (CoRR, 2024)

Vision-Based UAV Self-Positioning in Low-Altitude Urban Environments. - Ming Dai; Enhui Zheng; Zhenhua Feng 001; Lei Qi 001; Jiedong Zhuang; Wankou Yang (IEEE Trans. Image Process., 2024)

SETA: Semantic-Aware Edge-Guided Token Augmentation for Domain Generalization. - Jintao Guo; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Image Process., 2024)

NormAUG: Normalization-Guided Augmentation for Domain Generalization. - Lei Qi 001; Hongpeng Yang; Yinghuan Shi; Xin Geng 001 (IEEE Trans. Image Process., 2024)

Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations. - Na Wang; Lei Qi 001; Jintao Guo; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Image Process., 2024)

Open-Domain Semi-Supervised Learning via Glocal Cluster Structure Exploitation. - Zekun Li 010; Lei Qi 001; Yawen Li 001; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Knowl. Data Eng., 2024)

Domain generalization via Inter-domain Alignment and Intra-domain Expansion. - Jiajun Hu; Lei Qi 001; Jian Zhang 018; Yinghuan Shi (Pattern Recognit., 2024)

Adaptation via Proxy: Building Instance-Aware Proxy for Unsupervised Domain Adaptive 3D Object Detection. - Ziyu Li; Yuncong Yao; Zhibin Quan; Lei Qi 001; Zhenhua Feng 001; Wankou Yang (IEEE Trans. Intell. Veh., 2024)

PLACE Dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization. - Jintao Guo; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

DoubleAUG: Single-domain Generalized Object Detector in Urban via Color Perturbation and Dual-style Memory. - Lei Qi 001; Peng Dong; Tan Xiong; Hui Xue 002; Xin Geng 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

MutexMatch: Semi-Supervised Learning With Mutex-Based Consistency Regularization. - Yue Duan; Zhen Zhao 001; Lei Qi 001; Lei Wang 001; Luping Zhou; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization. - Lei Qi 001; Hongpeng Yang; Yinghuan Shi; Xin Geng 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Generalizable Metric Network for Cross-Domain Person Re-Identification. - Lei Qi 001; Ziang Liu 013; Yinghuan Shi; Xin Geng 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

A Novel Cross-Perturbation for Single Domain Generalization. - Dongjia Zhao; Lei Qi 001; Xiao Shi 001; Yinghuan Shi; Xin Geng 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Exploring Flat Minima for Domain Generalization With Large Learning Rates. - Jian Zhang 018; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Knowl. Data Eng., 2024)

Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP. - Yayuan Li; Jintao Guo; Lei Qi 001; Wenbin Li 006; Yinghuan Shi (AAAI, 2025)

Steady Progress Beats Stagnation: Mutual Aid of Foundation and Conventional Models in Mixed Domain Semi-Supervised Medical Image Segmentation. - Qinghe Ma; Jian Zhang 018; Zekun Li 010; Lei Qi 001; Qian Yu; Yinghuan Shi (CVPR, 2025)

Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization. - Xiran Wang; Jian Zhang 018; Lei Qi 001; Yinghuan Shi (CVPR, 2025)

Taste More, Taste Better: Diverse Data and Strong Model Boost Semi-Supervised Crowd Counting. - Maochen Yang; Zekun Li 010; Jian Zhang 018; Lei Qi 001; Yinghuan Shi (CVPR, 2025)

Leveraging Flatness to Improve Information-Theoretic Generalization Bounds for SGD. - Ze Peng; Jian Zhang 018; Yisen Wang 001; Lei Qi 001; Yinghuan Shi; Yang Gao 001 (ICLR, 2025)

Global-local information sensitivity adjustment factor. - Yunfei Ma; Zinan Cheng; Letian Wu; Lei Qi 001; Wankou Yang (Pattern Recognit. Lett., 2025)

CILP-FGDI: Exploiting Vision-Language Model for Generalizable Person Re-Identification. - Huazhong Zhao; Lei Qi 001; Xin Geng 001 (IEEE Trans. Inf. Forensics Secur., 2025)

DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization. - Yunlong Tang 004; Yuxuan Wan; Lei Qi 001; Xin Geng 001 (IEEE Trans. Multim., 2025)

Patch-Aware Batch Normalization for Improving Cross-Domain Robustness. - Lei Qi 001; Dongjia Zhao; Yinghuan Shi; Xin Geng 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

CLIP-DFGS: A Hard Sample Mining Method for CLIP in Generalizable Person Re-Identification. - Huazhong Zhao; Lei Qi 001; Xin Geng 001 (ACM Trans. Multim. Comput. Commun. Appl., 2025)

eVAE: Evolutionary Variational Autoencoder. - Zhangkai Wu; Longbing Cao; Lei Qi 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

A SAM-guided Two-stream Lightweight Model for Anomaly Detection. - Chenghao Li; Lei Qi 001; Xin Geng 001 (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Mamba-Sea: A Mamba-based Framework with Global-to-Local Sequence Augmentation for Generalizable Medical Image Segmentation. - Zihan Cheng; Jintao Guo; Jian Zhang 018; Lei Qi 001; Luping Zhou; Yinghuan Shi; Yang Gao 001 (CoRR, 2025)

Unleashing the Power of Intermediate Domains for Mixed Domain Semi-Supervised Medical Image Segmentation. - Qinghe Ma; Jian Zhang 018; Lei Qi 001; Qian Yu; Yinghuan Shi; Yang Gao 001 (CoRR, 2025)

BatStyler: Advancing Multi-Category Style Generation for Source-Free Domain Generalization. - Xiusheng Xu; Lei Qi 001; Jingyang Zhou; Xin Geng 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

WeakMedSAM: Weakly-Supervised Medical Image Segmentation via SAM With Sub-Class Exploration and Prompt Affinity Mining. - Haoran Wang; Lian Huai; Wenbin Li 006; Lei Qi 001; Xingqun Jiang; Yinghuan Shi (IEEE Trans. Medical Imaging, 2025)

Balancing Multi-Target Semi-Supervised Medical Image Segmentation With Collaborative Generalist and Specialists. - You Wang; Zekun Li 010; Lei Qi 001; Qian Yu; Yinghuan Shi; Yang Gao 001 (IEEE Trans. Medical Imaging, 2025)

Scalable Label Distribution Learning for Multi-Label Classification. - Xingyu Zhao 002; Yuexuan An; Lei Qi 001; Xin Geng 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Divide-and-Conquer for Enhancing Unlabeled Learning, Stability, and Plasticity in Semi-supervised Continual Learning. - Yue Duan; Taicai Chen; Lei Qi 001; Yinghuan Shi (CoRR, 2025)

Correspondence as Video: Test-Time Adaption on SAM2 for Reference Segmentation in the Wild. - Haoran Wang; Zekun Li 010; Jian Zhang 018; Lei Qi 001; Yinghuan Shi (CoRR, 2025)

Towards Perfection: Building Inter-component Mutual Correction for Retinex-based Low-light Image Enhancement. - Luyang Cao; Han Xu 001; Jian Zhang 018; Lei Qi 001; Jiayi Ma 001; Yinghuan Shi; Yang Gao 001 (CoRR, 2025)

Diversity-enhanced Collaborative Mamba for Semi-supervised Medical Image Segmentation. - Shumeng Li; Jian Zhang 018; Lei Qi 001; Luping Zhou; Yinghuan Shi; Yang Gao 001 (CoRR, 2025)

Interactive Fusion Label Enhancement for Multi-Label Learning. - Xingyu Zhao 002; Yuexuan An; Ning Xu 009; Lei Qi 001; Xin Geng 001 (ACM Trans. Knowl. Discov. Data, 2025)

A hybrid dual-augmentation constraint framework for single-source domain generalization in medical image segmentation. - Ruofan Wang; Jintao Guo; Jian Zhang 018; Lei Qi 001; Qian Yu; Yinghuan Shi (Pattern Recognit., 2026)