Lefei Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 179

Top Venues

CoRR

IEEE Trans. Geosci. Remote. Sens.

IJCAI

Neurocomputing

Publications

Cong Yang, Zuchao Li, Lefei Zhang
MGIMM: Multi-Granularity Instruction Multimodal Model for Attribute-Guided Remote Sensing Image Detailed Description. CoRR (2024)
Di Wang, Meiqi Hu, Yao Jin, Yuchun Miao, Jiaqi Yang, Yichu Xu, Xiaolei Qin, Jiaqi Ma, Lingyu Sun, Chenxing Li, Chuan Fu, Hongruixuan Chen, Chengxi Han, Naoto Yokoya, Jing Zhang, Minqiang Xu, Lin Liu, Lefei Zhang, Chen Wu, Bo Du, Dacheng Tao, Liangpei Zhang
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. CoRR (2024)
Tianshuo Peng, Zuchao Li, Ping Wang, Lefei Zhang, Hai Zhao
A Novel Energy Based Model Mechanism for Multi-Modal Aspect-Based Sentiment Analysis. AAAI (2024)
Yuqi Zhang, Liang Ding, Lefei Zhang, Dacheng Tao
Intention Analysis Prompting Makes Large Language Models A Good Jailbreak Defender. CoRR (2024)
Ning Wang, Lefei Zhang, Angel X. Chang
DNeRF: Multi-Modal Decomposition NeRF with 3D Feature Fields. CoRR (2024)
Muqi Huang, Wei Yu, Lefei Zhang
DF3Net: Dual frequency feature fusion network with hierarchical transformer for image inpainting. Inf. Fusion 111 (2024)
Quanwei Liu, Yanni Dong, Tao Huang, Lefei Zhang, Bo Du
A Universal Knowledge Embedded Contrastive Learning Framework for Hyperspectral Image Classification. CoRR (2024)
Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Lefei Zhang
Multi-Task Learning With Multi-Query Transformer for Dense Prediction. IEEE Trans. Circuits Syst. Video Technol. 34 (2) (2024)
Cong Yang, Zuchao Li, Lefei Zhang
Bootstrapping Interactive Image-Text Alignment for Remote Sensing Image Captioning. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Tianshuo Peng, Zuchao Li, Lefei Zhang, Hai Zhao, Ping Wang, Bo Du
Multi-modal Auto-regressive Modeling via Visual Words. CoRR (2024)
Yapeng Li, Yong Luo, Lefei Zhang, Zengmao Wang, Bo Du
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Fulin Luo, Yi Liu, Yule Duan, Tan Guo, Lefei Zhang, Bo Du
SDST: Self-Supervised Double-Structure Transformer for Hyperspectral Images Clustering. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Tianpeng Liu, Jing Li, Jia Wu, Lefei Zhang, Jun Chang, Jun Wan, Lezhi Lian
Tracking With Saliency Region Transformer. IEEE Trans. Image Process. 33 (2024)
Youfa Liu, Bo Du, Yongyong Chen, Lefei Zhang
Robust multiple subspaces transfer for heterogeneous domain adaptation. Pattern Recognit. 152 (2024)
Youfa Liu, Bo Du, Yongyong Chen, Lefei Zhang, Mingming Gong, Dacheng Tao
Convex-Concave Tensor Robust Principal Component Analysis. Int. J. Comput. Vis. 132 (5) (2024)
Yuchen Zou, Yineng Chen, Zuchao Li, Lefei Zhang, Hai Zhao
Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba. CoRR (2024)
Liang Lv, Lefei Zhang
Advancing Data-Efficient Exploitation for Semi-Supervised Remote Sensing Images Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yichu Xu, Yonghao Xu, Hongzan Jiao, Zhi Gao, Lefei Zhang
S³ANet: Spatial-Spectral Self-Attention Learning Network for Defending Against Adversarial Attacks in Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Meng Lan, Fu Rong, Zuchao Li, Wei Yu, Lefei Zhang
Bidirectional correlation-driven inter-frame interaction Transformer for referring video object segmentation. Pattern Recognit. 153 (2024)
Yongshan Zhang, Shuaikang Yan, Xinwei Jiang, Lefei Zhang, Zhihua Cai, Jun Li
Dual Graph Learning Affinity Propagation for Multimodal Remote Sensing Image Clustering. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yuchun Miao, Sen Zhang, Liang Ding, Rong Bao, Lefei Zhang, Dacheng Tao
Mitigating Reward Hacking via Information-Theoretic Reward Modeling. CoRR (2024)
Meng Lan, Fu Rong, Hongzan Jiao, Zhi Gao, Lefei Zhang
Language Query-Based Transformer With Multiscale Cross-Modal Alignment for Visual Grounding on Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Anke Tang, Li Shen, Yong Luo, Nan Yin, Lefei Zhang, Dacheng Tao
Merging Multi-Task Models via Weight-Ensembling Mixture of Experts. CoRR (2024)
Hongyu Li, Lefei Zhang, Kehua Su
Dual Mutual Information Constraints for Discriminative Clustering. AAAI (2023)
Yangyang Xu, Yibo Yang, Bernard Ghanem, Lefei Zhang, Du Bo, Dacheng Tao
Deformable Mixer Transformer with Gating for Multi-Task Learning of Dense Prediction. CoRR (2023)
Haobo Yuan, Teng Chen, Wei Sui, Jiafeng Xie, Lefei Zhang, Yuan Li, Qian Zhang
Monocular Road Planar Parallax Estimation. IEEE Trans. Image Process. 32 (2023)
Congying Xing, Lefei Zhang
Multi-Scale Depth-Aware Unsupervised Domain Adaption in Semantic Segmentation. IJCNN (2023)
Tianshuo Peng, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction. CoRR (2023)
Meng Lan, Fu Rong, Lefei Zhang
Referring Video Object Segmentation with Inter-Frame Interaction and Cross-Modal Correlation. CoRR (2023)
Hang Sun, Zhiming Luo, Dong Ren, Wei Hu, Bo Du, Wen Yang, Jun Wan, Lefei Zhang
Partial Siamese With Multiscale Bi-Codec Networks for Remote Sensing Image Haze Removal. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Tianshuo Peng, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction. ACL (1) (2023)
Zuchao Li, Xingyi Guo, Letian Peng, Lefei Zhang, Hai Zhao
iRe2f: Rethinking Effective Refinement in Language Structure Prediction via Efficient Iterative Retrospecting and Reasoning. IJCAI (2023)
Weixi Song, Zuchao Li, Lefei Zhang, Hai Zhao, Bo Du
Sparse is Enough in Fine-tuning Pre-trained Large Language Model. CoRR (2023)
Shi Chen, Lefei Zhang, Liangpei Zhang
MSDformer: Multiscale Deformable Transformer for Hyperspectral Image Super-Resolution. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Tong Liu, Jing Li, Jia Wu, Lefei Zhang, Shanshan Zhao, Jun Chang, Jun Wan
Cross-Domain Facial Expression Recognition via Disentangling Identity Representation. IJCAI (2023)
Yineng Chen, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao
Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers. CoRR (2023)
Shi Chen, Xiuping Bi, Lefei Zhang
Fused pyramid attention network for single image super-resolution. IET Image Process. 17 (6) (2023)
Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. ICCV (2023)
Meng Lan, Jing Zhang, Lefei Zhang, Dacheng Tao
Learning to Learn Better for Video Object Segmentation. AAAI (2023)
Yineng Chen, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao
Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers. ICML (2023)
Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. CoRR (2023)
Shi Chen, Lefei Zhang, Liangpei Zhang
Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution. CoRR (2023)
Yangyang Xu, Yibo Yang, Lefei Zhang
DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction. CoRR (2023)
Yangyang Xu, Yibo Yang, Lefei Zhang
DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction. AAAI (2023)
Xin Yan, Zuchao Li, Lefei Zhang, Bo Du, Dacheng Tao
Centroid-centered Modeling for Efficient Vision Transformer Pre-training. CoRR (2023)
Jiaqi Ma, Tianheng Cheng, Guoli Wang, Qian Zhang, Xinggang Wang, Lefei Zhang
ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration. CoRR (2023)
Yangyang Xu, Yibo Yang, Lefei Zhang
Multi-Task Learning with Knowledge Distillation for Dense Prediction. ICCV (2023)
Cong Yang, Zuchao Li, Lefei Zhang
Bootstrapping Interactive Image-Text Alignment for Remote Sensing Image Captioning. CoRR (2023)
Yibo Yang, Haobo Yuan, Xiangtai Li, Jianlong Wu, Lefei Zhang, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao, Bernard Ghanem
Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants. CoRR (2023)
Jiaqi Ma, Guoli Wang, Lefei Zhang, Qian Zhang
Restoration and enhancement on low exposure raw images by joint demosaicing and denoising. Neural Networks 162 (2023)
Tianshuo Peng, Zuchao Li, Ping Wang, Lefei Zhang, Hai Zhao
A Novel Energy based Model Mechanism for Multi-modal Aspect-Based Sentiment Analysis. CoRR (2023)
Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao
PolyphonicFormer: Unified Query Learning for Depth-Aware Video Panoptic Segmentation. ECCV (27) (2022)
Ziqing Lu, Chang Xu, Bo Du, Takashi Ishida, Lefei Zhang, Masashi Sugiyama
LocalDrop: A Hybrid Regularization for Deep Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 44 (7) (2022)
Lefei Zhang, Meng Lan, Jing Zhang, Dacheng Tao
Stagewise Unsupervised Domain Adaptation With Adversarial Self-Training for Road Segmentation of Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yawei Li, Kai Zhang, Radu Timofte, Luc Van Gool, Fangyuan Kong, Mingxi Li, Songwei Liu, Zongcai Du, Ding Liu, Chenhui Zhou, Jingyi Chen, Qingrui Han, Zheyuan Li, Yingqi Liu, Xiangyu Chen, Haoming Cai, Yu Qiao, Chao Dong, Long Sun, Jinshan Pan, Yi Zhu, Zhikai Zong, Xiaoxiao Liu, Zheng Hui, Tao Yang, Peiran Ren, Xuansong Xie, Xian-Sheng Hua, Yanbo Wang, Xiaozhong Ji, Chuming Lin, Donghao Luo, Ying Tai, Chengjie Wang, Zhizhong Zhang, Yuan Xie, Shen Cheng, Ziwei Luo, Lei Yu, Zhihong Wen, Qi Wu, Youwei Li, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Yuanfei Huang, Meiguang Jin, Hua Huang, Jing Liu, Xinjian Zhang, Yan Wang, Lingshun Long, Gen Li, Yuanfan Zhang, Zuowei Cao, Lei Sun, Panaetov Alexander, Yucong Wang, Minjie Cai, Li Wang, Lu Tian, Zheyuan Wang, Hongbing Ma, Jie Liu, Chao Chen, Yidong Cai, Jie Tang, Gangshan Wu, Weiran Wang, Shirui Huang, Honglei Lu, Huan Liu, Keyan Wang, Jun Chen, Shi Chen, Yuchun Miao, Zimo Huang, Lefei Zhang, Mustafa Ayazoglu, Wei Xiong, Chengyi Xiong, Fei Wang, Hao Li, Ruimian Wen, Zhijing Yang, Wenbin Zou, Weixin Zheng, Tian Ye, Yuncheng Zhang, Xiangzhen Kong, Aditya Arora, Syed Waqas Zamir, Salman H. Khan, Munawar Hayat, Fahad Shahbaz Khan, Dandan Gao, Dengwen Zhou, Qian Ning, Jingzhu Tang, Han Huang, Yufei Wang, Zhangheng Peng, Haobo Li, Wenxue Guan, Shenghua Gong, Xin Li, Jun Liu, Wanjun Wang, Kun Zeng, Hanjiang Lin, Xinyu Chen, Jinsheng Fang
NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results. CVPR Workshops (2022)
Yichu Xu, Lefei Zhang, Bo Du, Liangpei Zhang
Hyperspectral Anomaly Detection Based on Machine Learning: An Overview. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Yangyang Xu, Lefei Zhang
DGMLP: Deformable Gating MLP Sharing for Multi-Task Learning. CICAI (1) (2022)
Congying Xing, Gao Li, Lefei Zhang
BSAM: Bidirectional Scene-Aware Mixup for Unsupervised Domain Adaptation in Semantic Segmentation. CICAI (1) (2022)
Ning Wang, Jing Zhang, Lefei Zhang, Dacheng Tao
GT-MUST: Gated Try-on by Learning the Mannequin-Specific Transformation. ACM Multimedia (2022)
Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao
Multi-Task Learning with Multi-query Transformer for Dense Prediction. CoRR (2022)
Jiaqi Ma, Shengyuan Yan, Lefei Zhang, Guoli Wang, Qian Zhang
ELMformer: Efficient Raw Image Restoration with a Locally Multiplicative Transformer. CoRR (2022)
Meng Lan, Jing Zhang, Fengxiang He, Lefei Zhang
Siamese Network with Interactive Transformer for Video Object Segmentation. AAAI (2022)
Lefei Zhang, Shixiang Feng, Yu Wang, Yanfeng Wang, Ya Zhang, Xin Chen, Qi Tian
Unsupervised Ensemble Distillation for Multi-Organ Segmentation. ISBI (2022)
Muqi Huang, Lefei Zhang
Atrous Pyramid Transformer with Spectral Convolution for Image Inpainting. ACM Multimedia (2022)
Meng Lan, Jing Zhang, Lefei Zhang, Dacheng Tao
Learning to Learn Better for Video Object Segmentation. CoRR (2022)
Jiaqi Ma, Shengyuan Yan, Lefei Zhang, Guoli Wang, Qian Zhang
ELMformer: Efficient Raw Image Restoration with a Locally Multiplicative Transformer. ACM Multimedia (2022)
Ning Wang, Yipeng Zhang, Lefei Zhang
Dynamic Selection Network for Image Inpainting. IEEE Trans. Image Process. 30 (2021)
Li Gao, Jing Zhang, Lefei Zhang, Dacheng Tao
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation. ACM Multimedia (2021)
Lefei Zhang, Liangchen Song, Bo Du, Yipeng Zhang
Nonlocal Low-Rank Tensor Completion for Visual Data. IEEE Trans. Cybern. 51 (2) (2021)
Chen Wu, Sihan Zhu, Jiaqi Yang, Meiqi Hu, Bo Du, Liangpei Zhang, Lefei Zhang, Chengxi Han, Meng Lan
Transportation Density Reduction Caused by City Lockdowns Across the World during the COVID-19 Epidemic: From the View of High-resolution Remote Sensing Imagery. CoRR (2021)
Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao
PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation. CoRR (2021)
Li Gao, Lefei Zhang, Qian Zhang
Addressing Domain Gap via Content Invariant Representation for Semantic Segmentation. AAAI (2021)
Lefei Zhang, Meng Lan, Jing Zhang, Dacheng Tao
Stagewise Unsupervised Domain Adaptation with Adversarial Self-Training for Road Segmentation of Remote Sensing Images. CoRR (2021)
Haobo Yuan, Teng Chen, Wei Sui, Jiafeng Xie, Lefei Zhang, Yuan Li, Qian Zhang
Monocular Road Planar Parallax Estimation. CoRR (2021)
Zengmao Wang, Bo Du, Weiping Tu, Lefei Zhang, Dacheng Tao
Incorporating Distribution Matching into Uncertainty for Multiple Kernel Active Learning. IEEE Trans. Knowl. Data Eng. 33 (1) (2021)
Li Gao, Jing Zhang, Lefei Zhang, Dacheng Tao
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation. CoRR (2021)
Meng Lan, Jing Zhang, Fengxiang He, Lefei Zhang
Siamese Network with Interactive Transformer for Video Object Segmentation. CoRR (2021)
Chen Wu, Sihan Zhu, Jiaqi Yang, Meiqi Hu, Bo Du, Liangpei Zhang, Lefei Zhang, Chengxi Han, Meng Lan
Traffic Density Reduction Caused by City Lockdowns Across the World During the COVID-19 Epidemic: From the View of High-Resolution Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Zimo Huang, Tian Xia, Jinman Kim, Lefei Zhang, Bo Li
Combining CNN with Pathological Information for the Detection of Transmissive Lesions of Jawbones from CBCT Images. EMBC (2021)
Ziqing Lu, Chang Xu, Bo Du, Takashi Ishida, Lefei Zhang, Masashi Sugiyama
LocalDrop: A Hybrid Regularization for Deep Neural Networks. CoRR (2021)
Jiaqi Ma, Yipeng Zhang, Lefei Zhang
Discriminative subspace matrix factorization for multiview data clustering. Pattern Recognit. 111 (2021)
Ju Jia, Liming Zhai, Weixiang Ren, Lina Wang, Yanzhen Ren, Lefei Zhang
Transferable heterogeneous feature subspace learning for JPEG mismatched steganalysis. Pattern Recognit. 100 (2020)
Sheng Wan, Chen Gong, Ping Zhong, Bo Du, Lefei Zhang, Jian Yang
Multiscale Dynamic Graph Convolutional Network for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58 (5) (2020)
Jingyuan Li, Ning Wang, Lefei Zhang, Bo Du, Dacheng Tao
Recurrent Feature Reasoning for Image Inpainting. CVPR (2020)
Liangchen Song, Cheng Wang, Lefei Zhang, Bo Du, Qian Zhang, Chang Huang, Xinggang Wang
Unsupervised domain adaptive re-identification: Theory and practice. Pattern Recognit. 102 (2020)
Xiaochen Yang, Mingzhi Dong, Ziyu Wang, Lianru Gao, Lefei Zhang, Jing-Hao Xue
Data-augmented matched subspace detector for hyperspectral subpixel target detection. Pattern Recognit. 106 (2020)
Ning Wang, Sihan Ma, Jingyuan Li, Yipeng Zhang, Lefei Zhang
Multistage attention network for image inpainting. Pattern Recognit. 106 (2020)
Weixiang Ren, Liming Zhai, Ju Jia, Lina Wang, Lefei Zhang
Learning selection channels for image steganalysis in spatial domain. Neurocomputing 401 (2020)
Fulin Luo, Liangpei Zhang, Bo Du, Lefei Zhang
Dimensionality Reduction With Enhanced Hybrid-Graph Discriminant Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 58 (8) (2020)
Jingyuan Li, Ning Wang, Lefei Zhang, Bo Du, Dacheng Tao
Recurrent Feature Reasoning for Image Inpainting. CoRR (2020)
Xue Li, Bo Du, Chang Xu, Yipeng Zhang, Lefei Zhang, Dacheng Tao
Robust learning with imperfect privileged information. Artif. Intell. 282 (2020)
Jun Wan, Jing Li, Zhihui Lai, Bo Du, Lefei Zhang
Robust face alignment by cascaded regression and de-occlusion. Neural Networks 123 (2020)
Youfa Liu, Weiping Tu, Bo Du, Lefei Zhang, Dacheng Tao
Homologous Component Analysis for Domain Adaptation. IEEE Trans. Image Process. 29 (2020)
Liangchen Song, Yonghao Xu, Lefei Zhang, Bo Du, Qian Zhang, Xinggang Wang
Learning From Synthetic Images via Active Pseudo-Labeling. IEEE Trans. Image Process. 29 (2020)
Yipeng Zhang, Bo Du, Lefei Zhang, Jia Wu
Parallel DNN Inference Framework Leveraging a Compact RISC-V ISA-based Multi-core System. KDD (2020)
Meng Lan, Yipeng Zhang, Lefei Zhang, Bo Du
Global context based automatic road segmentation via dilated convolutional neural network. Inf. Sci. 535 (2020)
Meng Lan, Yipeng Zhang, Qinning Xu, Lefei Zhang
E3SN: Efficient End-to-End Siamese Network for Video Object Segmentation. IJCAI (2020)
Sheng Li, Fengxiang He, Bo Du, Lefei Zhang, Yonghao Xu, Dacheng Tao
Fast Spatio-Temporal Residual Network for Video Super-Resolution. CoRR (2019)
Xiaochen Yang, Lefei Zhang, Lianru Gao, Jing-Hao Xue
MSDH: Matched subspace detector with heterogeneous noise. Pattern Recognit. Lett. 125 (2019)
Jia Shao, Bo Du, Chen Wu, Lefei Zhang
Can We Track Targets From Space? A Hybrid Kernel Correlation Filter Tracker for Satellite Video. IEEE Trans. Geosci. Remote. Sens. 57 (11) (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Lefei Zhang