Lei Qi

According to our database, Lei Qi authored at least 92 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A SAM-guided Two-stream Lightweight Model for Anomaly Detection.

Chenghao Li, Lei Qi, Xin Geng

ACM Trans. Multim. Comput. Commun. Appl., February, 2025

eVAE: Evolutionary Variational Autoencoder.

Zhangkai Wu, Longbing Cao, Lei Qi

IEEE Trans. Neural Networks Learn. Syst., February, 2025

CLIP-DFGS: A Hard Sample Mining Method for CLIP in Generalizable Person Re-Identification.

Huazhong Zhao, Lei Qi, Xin Geng

ACM Trans. Multim. Comput. Commun. Appl., January, 2025

Patch-Aware Batch Normalization for Improving Cross-Domain Robustness.

Lei Qi, Dongjia Zhao, Yinghuan Shi, Xin Geng

IEEE Trans. Circuits Syst. Video Technol., January, 2025

DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization.

Yunlong Tang, Yuxuan Wan, Lei Qi, Xin Geng

IEEE Trans. Multim., 2025

CILP-FGDI: Exploiting Vision-Language Model for Generalizable Person Re-Identification.

Huazhong Zhao, Lei Qi, Xin Geng

IEEE Trans. Inf. Forensics Secur., 2025

2024

Exploring Flat Minima for Domain Generalization With Large Learning Rates.

Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

IEEE Trans. Knowl. Data Eng., November, 2024

A Novel Cross-Perturbation for Single Domain Generalization.

Dongjia Zhao, Lei Qi, Xiao Shi, Yinghuan Shi, Xin Geng

IEEE Trans. Circuits Syst. Video Technol., November, 2024

Generalizable Metric Network for Cross-Domain Person Re-Identification.

Lei Qi, Ziang Liu, Yinghuan Shi, Xin Geng

IEEE Trans. Circuits Syst. Video Technol., October, 2024

MultiMatch: Multi-task Learning for Semi-supervised Domain Generalization.

Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng

ACM Trans. Multim. Comput. Commun. Appl., June, 2024

MutexMatch: Semi-Supervised Learning With Mutex-Based Consistency Regularization.

Yue Duan, Zhen Zhao, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi, Yang Gao

IEEE Trans. Neural Networks Learn. Syst., June, 2024

DoubleAUG: Single-domain Generalized Object Detector in Urban via Color Perturbation and Dual-style Memory.

Lei Qi, Peng Dong, Tan Xiong, Hui Xue, Xin Geng

ACM Trans. Multim. Comput. Commun. Appl., May, 2024

PLACE Dropout: A Progressive Layer-wise and Channel-wise Dropout for Domain Generalization.

Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao

ACM Trans. Multim. Comput. Commun. Appl., March, 2024

Adaptation via Proxy: Building Instance-Aware Proxy for Unsupervised Domain Adaptive 3D Object Detection.

Ziyu Li, Yuncong Yao, Zhibin Quan, Lei Qi, Zhenhua Feng, Wankou Yang

IEEE Trans. Intell. Veh., February, 2024

Domain generalization via Inter-domain Alignment and Intra-domain Expansion.

Jiajun Hu, Lei Qi, Jian Zhang, Yinghuan Shi

Pattern Recognit., February, 2024

Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations.

Na Wang, Lei Qi, Jintao Guo, Yinghuan Shi, Yang Gao

IEEE Trans. Image Process., 2024

NormAUG: Normalization-Guided Augmentation for Domain Generalization.

Lei Qi, Hongpeng Yang, Yinghuan Shi, Xin Geng

IEEE Trans. Image Process., 2024

SETA: Semantic-Aware Edge-Guided Token Augmentation for Domain Generalization.

Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao

IEEE Trans. Image Process., 2024

Vision-Based UAV Self-Positioning in Low-Altitude Urban Environments.

Ming Dai, Enhui Zheng, Zhenhua Feng, Lei Qi, Jiedong Zhuang, Wankou Yang

IEEE Trans. Image Process., 2024

Text and Image Are Mutually Beneficial: Enhancing Training-Free Few-Shot Classification with CLIP.

Yayuan Li, Jintao Guo, Lei Qi, Wenbin Li, Yinghuan Shi

CoRR, 2024

Dual-Teacher Ensemble Models with Double-Copy-Paste for 3D Semi-Supervised Medical Image Segmentation.

Zhan Fa, Shumeng Li, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi

CoRR, 2024

ChipExpert: The Open-Source Integrated-Circuit-Design-Specific Large Language Model.

Ning Xu, Zhaoyang Zhang, Lei Qi, Wensuo Wang, Chao Zhang, Zihao Ren, Huaiyuan Zhang, Xin Cheng, Yanqi Zhang, Zhichao Liu, Qingwen Wei, Shiyang Wu, Lanlan Yang, Qianfeng Lu, Yiqun Ma, Mengyao Zhao, Junbo Liu, Yufan Song, Xin Geng, Jun Yang

CoRR, 2024

SETA: Semantic-Aware Token Augmentation for Domain Generalization.

Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao

CoRR, 2024

Concatenate, Fine-tuning, Re-training: A SAM-enabled Framework for Semi-supervised 3D Medical Image Segmentation.

Shumeng Li, Lei Qi, Qian Yu, Jing Huo, Yinghuan Shi, Yang Gao

CoRR, 2024

START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation.

Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

PC²: Pseudo-Classification Based Pseudo-Captioning for Noisy Correspondence Learning in Cross-Modal Retrieval.

Yue Duan, Zhangxuan Gu, Zhenzhe Ying, Lei Qi, Changhua Meng, Yinghuan Shi

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Enhancing Weakly Supervised Medical Segmentation via Heterogeneous Co-training with Box-Wise Augmentation and Pseudo-Label Filtering.

You Wang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

Proceedings of the Intelligence Science V - 6th IFIP TC 12 International Conference, 2024

The Devil Is in the Statistics: Mitigating and Exploiting Statistics Difference for Generalizable Semi-supervised Medical Image Segmentation.

Muyang Qiu, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

Proceedings of the Computer Vision - ECCV 2024, 2024

Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization.

Jiajun Hu, Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

Proceedings of the Computer Vision - ECCV 2024, 2024

Constructing and Exploring Intermediate Domains in Mixed Domain Semi-supervised Medical Image Segmentation.

Qinghe Ma, Jian Zhang, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Roll with the Punches: Expansion and Shrinkage of Soft Label Selection for Semi-supervised Fine-Grained Learning.

Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance.

Taicai Chen, Yue Duan, Dong Li, Lei Qi, Yinghuan Shi, Yang Gao

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Unsupervised generalizable multi-source person re-identification: A Domain-specific adaptive framework.

Lei Qi, Jiaqi Liu, Lei Wang, Yinghuan Shi, Xin Geng

Pattern Recognit., August, 2023

Defensive Few-Shot Learning.

Wenbin Li, Lei Wang, Xingxing Zhang, Lei Qi, Jing Huo, Yang Gao, Jiebo Luo

IEEE Trans. Pattern Anal. Mach. Intell., May, 2023

PLN: Parasitic-Like Network for Barely Supervised Medical Image Segmentation.

Shumeng Li, Heng Cai, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

IEEE Trans. Medical Imaging, March, 2023

A Novel Mix-Normalization Method for Generalizable Multi-Source Person Re-Identification.

Lei Qi, Lei Wang, Yinghuan Shi, Xin Geng

IEEE Trans. Multim., 2023

Better pseudo-label: Joint domain-aware label and dual-classifier for semi-supervised domain generalization.

Ruiqi Wang, Lei Qi, Yinghuan Shi, Yang Gao

Pattern Recognit., 2023

Scalable Label Distribution Learning for Multi-Label Classification.

Xingyu Zhao, Yuexuan An, Lei Qi, Xin Geng

CoRR, 2023

A Theoretical Explanation of Activation Sparsity through Flat Minima and Adversarial Robustness.

Ze Peng, Lei Qi, Yinghuan Shi, Yang Gao

CoRR, 2023

Generalizable Label Distribution Learning.

Xingyu Zhao, Lei Qi, Yuexuan An, Xin Geng

Proceedings of the 31st ACM International Conference on Multimedia, 2023

3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching Between 3D and 2D Networks.

Heng Cai, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Shrinking Class Space for Enhanced Certainty in Semi-Supervised Learning.

Lihe Yang, Zhen Zhao, Lei Qi, Yu Qiao, Yinghuan Shi, Hengshuang Zhao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization.

Xiran Wang, Jian Zhang, Lei Qi, Yinghuan Shi

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization.

Jintao Guo, Lei Qi, Yinghuan Shi

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Enhancing Sample Utilization through Sample Adaptive Augmentation in Semi-Supervised Learning.

Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Towards Semi-supervised Learning with Non-random Missing Labels.

Yue Duan, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

IOMatch: Simplifying Open-Set Semi-Supervised Learning with Joint Inliers and Outliers Utilization.

Zekun Li, Lei Qi, Yinghuan Shi, Yang Gao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

DomainAdaptor: A Novel Approach to Test-time Adaptation.

Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Revisiting Weak-to-Strong Consistency in Semi-Supervised Semantic Segmentation.

Lihe Yang, Lei Qi, Litong Feng, Wayne Zhang, Yinghuan Shi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

ALOFT: A Lightweight MLP-Like Architecture with Dynamic Low-Frequency Transform for Domain Generalization.

Jintao Guo, Na Wang, Lei Qi, Yinghuan Shi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Orthogonal Annotation Benefits Barely-supervised Medical Image Segmentation.

Heng Cai, Shumeng Li, Lei Qi, Qian Yu, Yinghuan Shi, Yang Gao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Inconsistency-Aware Uncertainty Estimation for Semi-Supervised Medical Image Segmentation.

Yinghuan Shi, Jian Zhang, Tong Ling, Jiwen Lu, Yefeng Zheng, Qian Yu, Lei Qi, Yang Gao

IEEE Trans. Medical Imaging, 2022

Deep Symmetric Adaptation Network for Cross-Modality Medical Image Segmentation.

Xiaoting Han, Lei Qi, Qian Yu, Ziqi Zhou, Yefeng Zheng, Yinghuan Shi, Yang Gao

IEEE Trans. Medical Imaging, 2022

Crosslink-Net: Double-Branch Encoder Network via Fusing Vertical and Horizontal Convolutions for Medical Image Segmentation.

Qian Yu, Lei Qi, Yang Gao, Wuzhang Wang, Yinghuan Shi

IEEE Trans. Image Process., 2022

Label Distribution Learning for Generalizable Multisource Person Re-Identification.

Lei Qi, Jiaying Shen, Jiaqi Liu, Yinghuan Shi, Xin Geng

IEEE Trans. Inf. Forensics Secur., 2022

Feature-Based Style Randomization for Domain Generalization.

Yue Wang, Lei Qi, Yinghuan Shi, Yang Gao

IEEE Trans. Circuits Syst. Video Technol., 2022

Adversarial Camera Alignment Network for Unsupervised Cross-Camera Person Re-Identification.

Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Xin Geng, Yang Gao

IEEE Trans. Circuits Syst. Video Technol., 2022

Generalizable model-agnostic semantic segmentation via target-specific normalization.

Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

Pattern Recognit., 2022

Label Distribution Learning for Generalizable Multi-source Person Re-identification.

Lei Qi, Jiaying Shen, Jiaqi Liu, Yinghuan Shi, Xin Geng

CoRR, 2022

Improving Barely Supervised Learning by Discriminating Unlabeled Samples with Super-Class.

Guan Gui, Zhen Zhao, Lei Qi, Luping Zhou, Lei Wang, Yinghuan Shi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Generalizable Medical Image Segmentation via Random Amplitude Mixup and Domain-Specific Image Restoration.

Ziqi Zhou, Lei Qi, Yinghuan Shi

Proceedings of the Computer Vision - ECCV 2022, 2022

MVDG: A Unified Multi-view Framework for Domain Generalization.

Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

Proceedings of the Computer Vision - ECCV 2022, 2022

RDA: Reciprocal Distribution Alignment for Robust Semi-supervised Learning.

Yue Duan, Lei Qi, Lei Wang, Luping Zhou, Yinghuan Shi

Proceedings of the Computer Vision - ECCV 2022, 2022

Generalizable Cross-modality Medical Image Segmentation via Style Augmentation and Dual Normalization.

Ziqi Zhou, Lei Qi, Xin Yang, Dong Ni, Yinghuan Shi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

DC-SSL: Addressing Mismatched Class Distribution in Semi-supervised Learning.

Zhen Zhao, Luping Zhou, Yue Duan, Lei Wang, Lei Qi, Yinghuan Shi

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

ST++: Make Self-trainingWork Better for Semi-supervised Semantic Segmentation.

Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Adaptive Weight of Unreliable Relation Module for Semi-supervised Multi-label Image Recognition.

Ziyuan Wang, Zhen Zhao, Lei Qi, Yinghuan Shi, Yang Gao

Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

Learngene: From Open-World to Your Learning Task.

Qiu-Feng Wang, Xin Geng, Shuxia Lin, Shiyu Xia, Lei Qi, Ning Xu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

GreyReID: A Novel Two-stream Deep Framework with RGB-grey Information for Person Re-identification.

Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao

ACM Trans. Multim. Comput. Commun. Appl., 2021

High-Resolution Vehicle Trajectory Extraction and Denoising From Aerial Videos.

Xinqiang Chen, Zhibin Li, Yongsheng Yang, Lei Qi, Ruimin Ke

IEEE Trans. Intell. Transp. Syst., 2021

A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition.

Yang Li, Lei Wang, Wenming Zheng, Yuan Zong, Lei Qi, Zhen Cui, Tong Zhang, Tengfei Song

IEEE Trans. Cogn. Dev. Syst., 2021

A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning.

Zekun Li, Wei Zhao, Feng Shi, Lei Qi, Xingzhi Xie, Ying Wei, Zhongxiang Ding, Yang Gao, Shangjie Wu, Jun Liu, Yinghuan Shi, Dinggang Shen

Medical Image Anal., 2021

More is Better: A Novel Multi-view Framework for Domain Generalization.

Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

CoRR, 2021

Domain Generalization via Progressive Layer-wise and Channel-wise Dropout.

Jintao Guo, Lei Qi, Yinghuan Shi, Yang Gao

CoRR, 2021

Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework.

Lei Qi, Lei Wang, Yinghuan Shi, Xin Geng

CoRR, 2021

Crosslink-Net: Double-branch Encoder Segmentation Network via Fusing Vertical and Horizontal Convolutions.

Qian Yu, Lei Qi, Luping Zhou, Lei Wang, Yilong Yin, Yinghuan Shi, Wuzhang Wang, Yang Gao

CoRR, 2021

ST++: Make Self-training Work Better for Semi-supervised Semantic Segmentation.

Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao

CoRR, 2021

Mining Latent Classes for Few-shot Segmentation.

Lihe Yang, Wei Zhuo, Lei Qi, Yinghuan Shi, Yang Gao

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Progressive Cross-Camera Soft-Label Learning for Semi-Supervised Person Re-Identification.

Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao

IEEE Trans. Circuits Syst. Video Technol., 2020

Generalizable Semantic Segmentation via Model-agnostic Learning and Target-specific Normalization.

Jian Zhang, Lei Qi, Yinghuan Shi, Yang Gao

CoRR, 2020

Consistent MetaReg: Alleviating Intra-task Discrepancy for Better Meta-knowledge.

Pinzhuo Tian, Lei Qi, Shaokang Dong, Yinghuan Shi, Yang Gao

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Biased Feature Learning for Occlusion Invariant Face Recognition.

Changbin Shao, Jing Huo, Lei Qi, Zhenhua Feng, Wenbin Li, Chuanqi Dong, Yang Gao

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Differentiable Meta-Learning Model for Few-Shot Semantic Segmentation.

Pinzhuo Tian, Zhangkai Wu, Lei Qi, Lei Wang, Yinghuan Shi, Yang Gao

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

GreyReID: A Two-stream Deep Framework with RGB-grey Information for Person Re-identification.

Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao

CoRR, 2019

Adversarial Camera Alignment Network for Unsupervised Cross-camera Person Re-identification.

Lei Qi, Lei Wang, Jing Huo, Yinghuan Shi, Yang Gao

CoRR, 2019

A Mask Based Deep Ranking Neural Network for Person Retrieval.

Lei Qi, Jing Huo, Lei Wang, Yinghuan Shi, Yang Gao

Proceedings of the IEEE International Conference on Multimedia and Expo, 2019

A Novel Unsupervised Camera-Aware Domain Adaptation Framework for Person Re-Identification.

Lei Qi, Lei Wang, Jing Huo, Luping Zhou, Yinghuan Shi, Yang Gao

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

2018

Unsupervised Joint Subspace and Dictionary Learning for Enhanced Cross-Domain Person Re-Identification.

Lei Qi, Jing Huo, Xiaocong Fan, Yinghuan Shi, Yang Gao

IEEE J. Sel. Top. Signal Process., 2018

MaskReID: A Mask Based Deep Ranking Neural Network for Person Re-identification.

Lei Qi, Jing Huo, Lei Wang, Yinghuan Shi, Yang Gao

CoRR, 2018

Joint Multi-field Siamese Recurrent Neural Network for Entity Resolution.

Yang Lv, Lei Qi, Jing Huo, Hao Wang, Yang Gao

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

A Novel Image-Specific Transfer Approach for Prostate Segmentation in MR Images.

Pinzhuo Tian, Lei Qi, Yinghuan Shi, Luping Zhou, Yang Gao, Dinggang Sheri

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2016

Multi-view Subspace Clustering via a Global Low-Rank Affinity Matrix.

Lei Qi, Yinghuan Shi, Huihui Wang, Wanqi Yang, Yang Gao

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2016, 2016