Lei Qi - RankMe

188 papers A* 35A 1B 1C 2Misc 1Journal 139Unranked 9

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`	ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications. AAAI Changwen Xing, SamZaak Wong, Xinlai Wan, Yanfeng Lu, Mengli Zhang, Zebin Ma, Lei Qi, Zhengxiong Li, Nan Guan, Zhe Jiang, Xi Wang, Jun Yang
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`	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`	Explore diverse information in diffusion model for single-domain generalized object detection. Pattern Recognit. Lei Qi, Zeyu Shi, Peng Dong, Xin Geng
2026	J	`jnl`	Exploring CLIP with color regularization for single-source generalizable video-based person Re-ID. Int. J. Mach. Learn. Cybern. Lu Yu, Ming Gao, Lei Qi, Wankou Yang
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`	RTLocating: Intent-aware RTL Localization for Hardware Design Iteration. CoRR Changwen Xing, Yanfeng Lu, Lei Qi, Chenxu Niu, Jie Li, Xi Wang, Yong Chen, Jun Yang
2026	A*	`conf`	Stratified Knowledge-Density Super-Network for Scalable Vision Transformers. AAAI Longhua Li, Lei Qi, Xin Geng
2026	J	`jnl`	iScript: A Domain-Adapted Large Language Model and Benchmark for Physical Design Tcl Script Generation. CoRR Ning Xu, Zhaoyang Zhang, Senlin Shu, Lei Qi, Jiaqi Lv, Wensuo Wang, Tianhao Zhao, Chao Zhang, Zhaohui Yang, Xiangyu Li, Zhaorui Su, Jingshan Li, Xin Geng
2025	J	`jnl`	A SAM-guided Two-stream Lightweight Model for Anomaly Detection. ACM Trans. Multim. Comput. Commun. Appl. Chenghao Li, Lei Qi, Xin Geng
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	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`	BatStyler: Advancing Multi-Category Style Generation for Source-Free Domain Generalization. IEEE Trans. Circuits Syst. Video Technol. Xiusheng Xu, Lei Qi, Jingyang Zhou, Xin Geng
2025	J	`jnl`	BatStyler: Advancing Multi-category Style Generation for Source-free Domain Generalization. CoRR Xiusheng Xu, Lei Qi, Jingyang Zhou, Xin Geng
2025	J	`jnl`	CILP-FGDI: Exploiting Vision-Language Model for Generalizable Person Re-Identification. CoRR Huazhong Zhao, Lei Qi, Xin Geng
2025	J	`jnl`	CILP-FGDI: Exploiting Vision-Language Model for Generalizable Person Re-Identification. IEEE Trans. Inf. Forensics Secur. Huazhong Zhao, Lei Qi, Xin Geng
2025	J	`jnl`	CLIP-DFGS: A Hard Sample Mining Method for CLIP in Generalizable Person Re-Identification. ACM Trans. Multim. Comput. Commun. Appl. Huazhong Zhao, Lei Qi, Xin Geng
2025	J	`jnl`	ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications. CoRR Changwen Xing, SamZaak Wong, Xinlai Wan, Yanfeng Lu, Mengli Zhang, Zebin Ma, Lei Qi, Zhengxiong Li, Nan Guan, Zhe Jiang, Xi Wang, Jun Yang
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`	DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization. IEEE Trans. Multim. Yunlong Tang, Yuxuan Wan, Lei Qi, Xin Geng
2025	J	`jnl`	Delving Into Generalizable Label Distribution Learning. IEEE Trans. Pattern Anal. Mach. Intell. Xingyu Zhao, Lei Qi, Yuexuan An, Xin Geng
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	—	`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	J	`jnl`	Global-local information sensitivity adjustment factor. Pattern Recognit. Lett. Yunfei Ma, Zinan Cheng, Letian Wu, Lei Qi, Wankou Yang
2025	J	`jnl`	Image2Net: Datasets, Benchmark and Hybrid Framework to Convert Analog Circuit Diagrams into Netlists. CoRR Haohang Xu, Chengjie Liu, Qihang Wang, Wenhao Huang, Yongjian Xu, Weiyu Chen, Anlan Peng, Zhijun Li, Bo Li, Lei Qi, Jun Yang, Yuan Du, Li Du
2025	J	`jnl`	Interactive Fusion Label Enhancement for Multi-Label Learning. ACM Trans. Knowl. Discov. Data Xingyu Zhao, Yuexuan An, Ning Xu, Lei Qi, Xin Geng
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`	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`	One-Shot Knowledge Transfer for Scalable Person Re-Identification. CoRR Longhua Li, Lei Qi, Xin Geng
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	J	`jnl`	Scalable Label Distribution Learning for Multi-Label Classification. IEEE Trans. Neural Networks Learn. Syst. Xingyu Zhao, Yuexuan An, Lei Qi, 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	J	`jnl`	Stratified Knowledge-Density Super-Network for Scalable Vision Transformers. CoRR Longhua Li, Lei Qi, Xin Geng
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
2025	J	`jnl`	eVAE: Evolutionary Variational Autoencoder. IEEE Trans. Neural Networks Learn. Syst. Zhangkai Wu, Longbing Cao, Lei Qi
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`	A SAM-guided Two-stream Lightweight Model for Anomaly Detection. CoRR Chenghao Li, Lei Qi, Xin Geng
2024	J	`jnl`	Adaptation via Proxy: Building Instance-Aware Proxy for Unsupervised Domain Adaptive 3D Object Detection. IEEE Trans. Intell. Veh. Ziyu Li, Yuncong Yao, Zhibin Quan, Lei Qi, Zhenhua Feng, Wankou Yang
2024	J	`jnl`	CLIP-DFGS: A Hard Sample Mining Method for CLIP in Generalizable Person Re-Identification. CoRR Huazhong Zhao, Lei Qi, Xin Geng
2024	J	`jnl`	ChipExpert: The Open-Source Integrated-Circuit-Design-Specific Large Language Model. CoRR 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
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`	DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization. CoRR Yunlong Tang, Yuxuan Wan, Lei Qi, Xin Geng
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`	DoubleAUG: Single-domain Generalized Object Detector in Urban via Color Perturbation and Dual-style Memory. ACM Trans. Multim. Comput. Commun. Appl. Lei Qi, Peng Dong, Tan Xiong, Hui Xue, Xin Geng
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	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
2024	J	`jnl`	Vision-Based UAV Self-Positioning in Low-Altitude Urban Environments. IEEE Trans. Image Process. Ming Dai, Enhui Zheng, Zhenhua Feng, Lei Qi, Jiedong Zhuang, Wankou Yang
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 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	J	`jnl`	Defensive Few-Shot Learning. IEEE Trans. Pattern Anal. Mach. Intell. Wenbin Li, Lei Wang, Xingxing Zhang, Lei Qi, Jing Huo, Yang Gao, Jiebo Luo
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	J	`jnl`	DoubleAUG: Single-domain Generalized Object Detector in Urban via Color Perturbation and Dual-style Memory. CoRR Lei Qi, Peng Dong, Tan Xiong, Hui Xue, Xin Geng
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`	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	A*	`conf`	Generalizable Label Distribution Learning. ACM Multimedia Xingyu Zhao, Lei Qi, Yuexuan An, Xin Geng
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`	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	J	`jnl`	Scalable Label Distribution Learning for Multi-Label Classification. CoRR Xingyu Zhao, Yuexuan An, Lei Qi, Xin Geng
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
2023	J	`jnl`	eVAE: Evolutionary Variational Autoencoder. CoRR Zhangkai Wu, Longbing Cao, Lei Qi
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	—	`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	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	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	A*	`conf`	Learngene: From Open-World to Your Learning Task. AAAI Qiu-Feng Wang, Xin Geng, Shuxia Lin, Shiyu Xia, Lei Qi, Ning Xu
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
2021	J	`jnl`	A Novel Bi-Hemispheric Discrepancy Model for EEG Emotion Recognition. IEEE Trans. Cogn. Dev. Syst. Yang Li, Lei Wang, Wenming Zheng, Yuan Zong, Lei Qi, Zhen Cui, Tong Zhang, Tengfei Song
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`	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`	High-Resolution Vehicle Trajectory Extraction and Denoising From Aerial Videos. IEEE Trans. Intell. Transp. Syst. Xinqiang Chen, Zhibin Li, Yongsheng Yang, Lei Qi, Ruimin Ke
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`	Learngene: From Open-World to Your Learning Task. CoRR Qiufeng Wang, Xin Geng, Shuxia Lin, Shiyu Xia, Lei Qi, Ning Xu
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`	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`	Unsupervised Domain Generalization for Person Re-identification: A Domain-specific Adaptive Framework. CoRR Lei Qi, Lei Wang, Yinghuan Shi, Xin Geng
2020	A*	`conf`	Biased Feature Learning for Occlusion Invariant Face Recognition. IJCAI Changbin Shao, Jing Huo, Lei Qi, Zhenhua Feng, Wenbin Li, Chuanqi Dong, Yang Gao
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	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`	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
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 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	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`	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	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
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`	Joint Multi-field Siamese Recurrent Neural Network for Entity Resolution. PRICAI Yang Lv, Lei Qi, Jing Huo, Hao Wang, Yang Gao
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	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
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