A Study Of Wavelet Kernel In Support Vector Regression. - Lefei Zhang; Fengqing Han (Intell. Autom. Soft Comput., 2010)

A Multifeature Tensor for Remote-Sensing Target Recognition. - Lefei Zhang; Liangpei Zhang 001; Dacheng Tao; Xin Huang 002 (IEEE Geosci. Remote. Sens. Lett., 2011)

A method for object identification in multispectral image based on tensor approach. - Lefei Zhang; Xin Huang 002; Bo Du 001; Liangpei Zhang 001 (WHISPERS, 2012)

On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification. - Lefei Zhang; Liangpei Zhang 001; Dacheng Tao; Xin Huang 002 (IEEE Trans. Geosci. Remote. Sens., 2012)

Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction. - Lefei Zhang; Liangpei Zhang 001; Dacheng Tao; Xin Huang 002; Bo Du 001 (IScIDE, 2013)

Nonnegative discriminative manifold learning for hyperspectral data dimension reduction. - Lefei Zhang; Liangpei Zhang 001; Dacheng Tao; Xin Huang 002; Gui-Song Xia (WHISPERS, 2013)

Supervised Graph Embedding for Polarimetric SAR Image Classification. - Lei Shi 005; Lefei Zhang; Jie Yang 040; Liangpei Zhang 001; Pingxiang Li (IEEE Geosci. Remote. Sens. Lett., 2013)

Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction. - Liangpei Zhang 001; Lefei Zhang; Dacheng Tao; Xin Huang 002 (IEEE Trans. Geosci. Remote. Sens., 2013)

Hyperspectral biological images compression based on multiway tensor projection. - Bo Du 001; Mengfei Zhang; Lefei Zhang; Xuelong Li 001 (ICME, 2014)

A K-L divergence constrained sparse NMF for hyperspectral signal unmixing. - Shaodong Wang; Nan Wang 016; Dacheng Tao; Lefei Zhang; Bo Du 001 (SPAC, 2014)

Support tensor machine with local pixel neighborhood for hyperspectral image classification. - Xian Guo; Xin Huang 002; Liangpei Zhang 001; Lefei Zhang (WHISPERS, 2014)

Tensor Representation and Manifold Learning Methods for Remote Sensing Images. - Lefei Zhang (CoRR, 2014)

Local Patch Discriminative Metric Learning for Hyperspectral Image Feature Extraction. - Qian Zhang 009; Lefei Zhang; Yiping Yang; Yuan Tian; Lubin Weng (IEEE Geosci. Remote. Sens. Lett., 2014)

Sparse Transfer Manifold Embedding for Hyperspectral Target Detection. - Lefei Zhang; Liangpei Zhang 001; Dacheng Tao; Xin Huang 002 (IEEE Trans. Geosci. Remote. Sens., 2014)

Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning. - Lefei Zhang; Liangpei Zhang 001; Dacheng Tao; Xin Huang 002; Bo Du 001 (IEEE Trans. Geosci. Remote. Sens., 2014)

Batch Mode Active Learning for Geographical Image Classification. - Zengmao Wang; Bo Du 001; Lefei Zhang; Wenbin Hu 001; Dacheng Tao; Liangpei Zhang 001 (APWeb, 2015)

R2FP: Rich and Robust Feature Pooling for Mining Visual Data. - Wei Xiong 008; Bo Du 001; Lefei Zhang; Ruimin Hu; Wei Bian; Jialie Shen 001; Dacheng Tao (ICDM, 2015)

MMFE: Multitask Multiview Feature Embedding. - Qian Zhang 009; Lefei Zhang; Bo Du 001; Wei Zheng; Wei Bian; Dacheng Tao (ICDM, 2015)

Local decision maximum margin metric learning for hyperspectral target detection. - Yanni Dong; Bo Du 001; Lefei Zhang; Liangpei Zhang 001 (IGARSS, 2015)

Compression of hyperspectral remote sensing images by tensor approach. - Lefei Zhang; Liangpei Zhang 001; Dacheng Tao; Xin Huang 002; Bo Du 001 (Neurocomputing, 2015)

基于类别可分性的高光谱图像波段选择 (Supervised Band Selection Based on Class Separability for Hyperspectral Image). - Mingming Xu; Liangpei Zhang 001; Bo Du 001; Lefei Zhang (计算机科学, 2015)

一种基于背景自学习的高光谱图像生物信息提取方法 (Background Self-learning Framework for Bio Information Extraction from Hyperspectral Images). - Yuxiang Zhang 001; Xuyang Gao; Ting Wang; Lefei Zhang; Bo Du 001 (计算机科学, 2015)

Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding. - Lefei Zhang; Qian Zhang 009; Liangpei Zhang 001; Dacheng Tao; Xin Huang 002; Bo Du 001 (Pattern Recognit., 2015)

A hypothesis independent subpixel target detector for hyperspectral Images. - Bo Du 001; Yuxiang Zhang 001; Liangpei Zhang 001; Lefei Zhang (Signal Process., 2015)

A sparse and discriminative tensor to vector projection for human gait feature representation. - Lefei Zhang; Liangpei Zhang 001; Dacheng Tao; Bo Du 001 (Signal Process., 2015)

Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling. - Zengmao Wang; Bo Du 001; Lefei Zhang; Liangpei Zhang 001; Meng Fang; Dacheng Tao (ECCV (3), 2016)

Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint. - Wei Xiong 008; Bo Du 001; Lefei Zhang; Ruimin Hu; Dacheng Tao (ICDM, 2016)

Multiview clustering based on Robust and Regularized Matrix Approximation. - Jiameng Pu; Qian Zhang 009; Lefei Zhang; Bo Du 001; Jane You (ICPR, 2016)

A quantum-behaved particle swarm optimization for hyperspectral endmember extraction. - Mingming Xu; Liangpei Zhang 001; Bo Du 001; Lefei Zhang; Yuxiang Zhang 001 (IGARSS, 2016)

Denoising auto-encoders toward robust unsupervised feature representation. - Wei Xiong 008; Bo Du 001; Lefei Zhang; Liangpei Zhang 001; Dacheng Tao (IJCNN, 2016)

Sparse tensor discriminative locality alignment for gait recognition. - Nengwen Zhao; Lefei Zhang; Bo Du 001; Liangpei Zhang 001; Dacheng Tao; Jane You (IJCNN, 2016)

A Low-Rank Tensor Decomposition Based Hyperspectral Image Compression Algorithm. - Mengfei Zhang; Bo Du 001; Lefei Zhang; Xuelong Li 001 (PCM (1), 2016)

Quality improvement of hyperspectral remote sensing images: A technical overview. - Huifang Li 001; Huanfeng Shen; Qiangqiang Yuan; Hongyan Zhang 001; Lefei Zhang; Liangpei Zhang 001 (WHISPERS, 2016)

Correntropy-based robust joint sparse representation for hyperspectral image classification. - Jiangtao Peng; Lefei Zhang (WHISPERS, 2016)

The linear mixed model constrained particle swarm optimization for hyperspectral endmember extraction from highly mixed data. - Mingming Xu; Liangpei Zhang 001; Bo Du 001; Lefei Zhang (WHISPERS, 2016)

Hyperspectral signal unmixing based on constrained non-negative matrix factorization approach. - Bo Du 001; Shaodong Wang; Nan Wang 016; Lefei Zhang; Dacheng Tao; Lifu Zhang (Neurocomputing, 2016)

A minimal Munsell value error based laser printer model. - Juhua Liu; Hai Su; Wenbin Hu 001; Lefei Zhang; Dacheng Tao (Neurocomputing, 2016)

A batch-mode active learning framework by querying discriminative and representative samples for hyperspectral image classification. - Zengmao Wang; Bo Du 001; Lefei Zhang; Liangpei Zhang 001 (Neurocomputing, 2016)

An image-based endmember bundle extraction algorithm using reconstruction error for hyperspectral imagery. - Mingming Xu; Liangpei Zhang 001; Bo Du 001; Lefei Zhang (Neurocomputing, 2016)

Hierarchical feature learning with dropout k-means for hyperspectral image classification. - Fan Zhang 006; Bo Du 001; Liangpei Zhang 001; Lefei Zhang (Neurocomputing, 2016)

Adaptive Laplacian Eigenmap-Based Dimension Reduction for Ocean Target Discrimination. - Lei Shi 005; Lefei Zhang; Lingli Zhao; Liangpei Zhang 001; Pingxiang Li; Dan Wu 003 (IEEE Geosci. Remote. Sens. Lett., 2016)

Regularized set-to-set distance metric learning for hyperspectral image classification. - Jiangtao Peng; Lefei Zhang; Luoqing Li (Pattern Recognit. Lett., 2016)

A spectral-spatial based local summation anomaly detection method for hyperspectral images. - Bo Du 001; Rui Zhao 003; Liangpei Zhang 001; Lefei Zhang (Signal Process., 2016)

A scene change detection framework for multi-temporal very high resolution remote sensing images. - Chen Wu 003; Lefei Zhang; Liangpei Zhang 001 (Signal Process., 2016)

A Dissimilarity-Weighted Sparse Self-Representation Method for Band Selection in Hyperspectral Imagery Classification. - Weiwei Sun 005; Liangpei Zhang 001; Lefei Zhang; Yenming Mark Lai (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016)

Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery. - Xian Guo; Xin Huang 002; Lefei Zhang; Liangpei Zhang 001; Antonio J. Plaza; Jón Atli Benediktsson (IEEE Trans. Geosci. Remote. Sens., 2016)

Multidomain Subspace Classification for Hyperspectral Images. - Liangpei Zhang 001; Xiaojie Zhu; Lefei Zhang; Bo Du 001 (IEEE Trans. Geosci. Remote. Sens., 2016)

Beyond Background Feature Extraction: An Anomaly Detection Algorithm Inspired by Slowly Varying Signal Analysis. - Rui Zhao 003; Bo Du 001; Liangpei Zhang 001; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2016)

Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction. - Lefei Zhang; Qian Zhang 009; Bo Du 001; Dacheng Tao; Jane You (AAAI, 2017)

A Low-Rank Total-Variation Regularized Tensor Completion Algorithm. - Liangchen Song; Bo Du 001; Lefei Zhang; Liangpei Zhang 001 (CCCV (2), 2017)

On Gleaning Knowledge from Multiple Domains for Active Learning. - Zengmao Wang; Bo Du 001; Lefei Zhang; Liangpei Zhang 001; Ruimin Hu; Dacheng Tao (IJCAI, 2017)

Adaptive Manifold Regularized Matrix Factorization for Data Clustering. - Lefei Zhang; Qian Zhang 009; Bo Du 001; Jane You; Dacheng Tao (IJCAI, 2017)

Multi-class active learning: A hybrid informative and representative criterion inspired approach. - Zengmao Wang; Bo Du 001; Lefei Zhang (IJCNN, 2017)

A spectral clustering based method for hyperspectral urban image. - Lefei Zhang; Jane You (JURSE, 2017)

Stochastic Decorrelation Constraint Regularized Auto-Encoder for Visual Recognition. - Fengling Mao; Wei Xiong 008; Bo Du 001; Lefei Zhang (MMM (2), 2017)

LAM3L: Locally adaptive maximum margin metric learning for visual data classification. - Yanni Dong; Bo Du 001; Lefei Zhang; Liangpei Zhang 001; Dacheng Tao (Neurocomputing, 2017)

GPU Parallel Implementation of Isometric Mapping for Hyperspectral Classification. - Wan Li; Liangpei Zhang 001; Lefei Zhang; Bo Du 001 (IEEE Geosci. Remote. Sens. Lett., 2017)

Combining local and global: Rich and robust feature pooling for visual recognition. - Wei Xiong 008; Lefei Zhang; Bo Du 001; Dacheng Tao (Pattern Recognit., 2017)

A Mutation Operator Accelerated Quantum-Behaved Particle Swarm Optimization Algorithm for Hyperspectral Endmember Extraction. - Mingming Xu; Liangpei Zhang 001; Bo Du 001; Lefei Zhang; Yanguo Fan; Dongmei Song (Remote. Sens., 2017)

Real-time tracking based on weighted compressive tracking and a cognitive memory model. - Bo Du 001; Yujia Sun; Chen Wu 003; Lefei Zhang; Liangpei Zhang 001 (Signal Process., 2017)

Exploring Locally Adaptive Dimensionality Reduction for Hyperspectral Image Classification: A Maximum Margin Metric Learning Aspect. - Yanni Dong; Bo Du 001; Liangpei Zhang 001; Lefei Zhang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification. - Xue Li; Liangpei Zhang 001; Bo Du 001; Lefei Zhang; Qian Shi 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017)

Exploring Representativeness and Informativeness for Active Learning. - Bo Du 001; Zengmao Wang; Lefei Zhang; Liangpei Zhang 001; Wei Liu 005; Jialie Shen 001; Dacheng Tao (IEEE Trans. Cybern., 2017)

Stacked Convolutional Denoising Auto-Encoders for Feature Representation. - Bo Du 001; Wei Xiong 008; Jia Wu 001; Lefei Zhang; Liangpei Zhang 001; Dacheng Tao (IEEE Trans. Cybern., 2017)

Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning. - Yanni Dong; Bo Du 001; Liangpei Zhang 001; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2017)

A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification. - Weiwei Sun 005; Gang Yang 006; Bo Du 001; Lefei Zhang; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2017)

A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification. - Zengmao Wang; Bo Du 001; Lefei Zhang; Liangpei Zhang 001; Xiuping Jia (IEEE Trans. Geosci. Remote. Sens., 2017)

Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion. - Bo Du 001; Zengmao Wang; Lefei Zhang; Liangpei Zhang 001; Dacheng Tao (IEEE Trans. Image Process., 2017)

Robust Dual Clustering with Adaptive Manifold Regularization. - Nengwen Zhao; Lefei Zhang; Bo Du 001; Qian Zhang 009; Jane You; Dacheng Tao (IEEE Trans. Knowl. Data Eng., 2017)

PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral Images. - Bo Du 001; Mengfei Zhang; Lefei Zhang; Ruimin Hu; Dacheng Tao (IEEE Trans. Multim., 2017)

Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis. - Liangchen Song; Bo Du 001; Lefei Zhang; Liangpei Zhang 001; Jia Wu 001; Xuelong Li 001 (AAAI, 2018)

Defect Detection from UAV Images Based on Region-Based CNNs. - Meng Lan; Yipeng Zhang 001; Lefei Zhang; Bo Du 001 (ICDM Workshops, 2018)

Independent Feature and Label Components for Multi-label Classification. - Yongjian Zhong; Chang Xu 002; Bo Du 001; Lefei Zhang (ICDM, 2018)

TLR: Transfer Latent Representation for Unsupervised Domain Adaptation. - Pan Xiao; Bo Du 001; Jia Wu 001; Lefei Zhang; Ruimin Hu; Xuelong Li 001 (ICME, 2018)

Discriminant Spatial-Spectral Hypergraph Learning for Hyperspectral Image Classification. - Fulin Luo; Liangpei Zhang 001; Bo Du 001; Lefei Zhang; Yanni Dong (IGARSS, 2018)

R-SVM+: Robust Learning with Privileged Information. - Xue Li; Bo Du 001; Chang Xu 002; Yipeng Zhang 001; Lefei Zhang; Dacheng Tao (IJCAI, 2018)

Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering. - Sihan Ma; Lefei Zhang; Wenbin Hu 001; Yipeng Zhang 001; Jia Wu 001; Xuelong Li 001 (IJCAI, 2018)

Discriminatively guided filtering (DGF) for hyperspectral image classification. - Ziyu Wang 003; Huafeng Hu; Lefei Zhang; Jing-Hao Xue (Neurocomputing, 2018)

Hyperspectral Image Classification Based on Two-Stage Subspace Projection. - Xiaoyan Li; Lefei Zhang; Jane You (Remote. Sens., 2018)

Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images. - Lefei Zhang; Qian Zhang 009; Bo Du 001; Xin Huang 002; Yuan Yan Tang; Dacheng Tao (IEEE Trans. Cybern., 2018)

Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation. - Yonghao Xu; Bo Du 001; Lefei Zhang; Qian Zhang 009; Guoli Wang 004; Liangpei Zhang 001 (AAAI, 2019)

Leveraging Ratings and Reviews with Gating Mechanism for Recommendation. - Haifeng Xia; Zengmao Wang; Bo Du 001; Lefei Zhang; Shuai Chen; Gang Chun (CIKM, 2019)

Fast Spatio-Temporal Residual Network for Video Super-Resolution. - Sheng Li 001; Fengxiang He; Bo Du 001; Lefei Zhang; Yonghao Xu; Dacheng Tao (CVPR, 2019)

Progressive Reconstruction of Visual Structure for Image Inpainting. - Jingyuan Li; Fengxiang He; Lefei Zhang; Bo Du 001; Dacheng Tao (ICCV, 2019)

Self-Paced Subspace Clustering. - Youfa Liu; Bo Du 001; Lefei Zhang (ICME, 2019)

Pseudo Supervised Matrix Factorization in Discriminative Subspace. - Jiaqi Ma 002; Yipeng Zhang 001; Lefei Zhang; Bo Du 001; Dapeng Tao (IJCAI, 2019)

MUSICAL: Multi-Scale Image Contextual Attention Learning for Inpainting. - Ning Wang 031; Jingyuan Li; Lefei Zhang; Bo Du 001 (IJCAI, 2019)

Accelerated Inference Framework of Sparse Neural Network Based on Nested Bitmask Structure. - Yipeng Zhang 001; Bo Du 001; Lefei Zhang; Rongchun Li; Yong Dou (IJCAI, 2019)

Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification. - Sheng Wan; Chen Gong 002; Ping Zhong 001; Bo Du 001; Lefei Zhang; Jian Yang 003 (CoRR, 2019)

On combining active and transfer learning for medical data classification. - Xinyao Tang; Bo Du 001; Jianzhong Huang; Zengmao Wang; Lefei Zhang (IET Comput. Vis., 2019)

Hyperspectral image unsupervised classification by robust manifold matrix factorization. - Lefei Zhang; Liangpei Zhang 001; Bo Du 001; Jane You; Dacheng Tao (Inf. Sci., 2019)

A robust dimensionality reduction and matrix factorization framework for data clustering. - Ruyue Li; Lefei Zhang; Bo Du 001 (Pattern Recognit. Lett., 2019)

MSDH: Matched subspace detector with heterogeneous noise. - Xiaochen Yang; Lefei Zhang; Lianru Gao; Jing-Hao Xue (Pattern Recognit. Lett., 2019)

Locally Weighted Discriminant Analysis for Hyperspectral Image Classification. - Xiaoyan Li; Lefei Zhang; Jane You (Remote. Sens., 2019)

Domain Transfer Learning for Hyperspectral Image Super-Resolution. - Xiaoyan Li; Lefei Zhang; Jane You (Remote. Sens., 2019)

Robust Graph-Based Semisupervised Learning for Noisy Labeled Data via Maximum Correntropy Criterion. - Bo Du 001; Xinyao Tang; Zengmao Wang; Lefei Zhang; Dacheng Tao (IEEE Trans. Cybern., 2019)

Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image. - Fulin Luo; Bo Du 001; Liangpei Zhang 001; Lefei Zhang; Dacheng Tao (IEEE Trans. Cybern., 2019)

On Gleaning Knowledge From Cross Domains by Sparse Subspace Correlation Analysis for Hyperspectral Image Classification. - Xue Li; Liangpei Zhang 001; Bo Du 001; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2019)

Tracking Objects From Satellite Videos: A Velocity Feature Based Correlation Filter. - Jia Shao; Bo Du 001; Chen Wu 003; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2019)

Can We Track Targets From Space? A Hybrid Kernel Correlation Filter Tracker for Satellite Video. - Jia Shao; Bo Du 001; Chen Wu 003; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2019)

Recurrent Feature Reasoning for Image Inpainting. - Jingyuan Li; Ning Wang 031; Lefei Zhang; Bo Du 001; Dacheng Tao (CVPR, 2020)

E3SN: Efficient End-to-End Siamese Network for Video Object Segmentation. - Meng Lan; Yipeng Zhang 001; Qinning Xu; Lefei Zhang (IJCAI, 2020)

Parallel DNN Inference Framework Leveraging a Compact RISC-V ISA-based Multi-core System. - Yipeng Zhang 001; Bo Du 001; Lefei Zhang; Jia Wu 001 (KDD, 2020)

Robust learning with imperfect privileged information. - Xue Li; Bo Du 001; Chang Xu 002; Yipeng Zhang 001; Lefei Zhang; Dacheng Tao (Artif. Intell., 2020)

Learning selection channels for image steganalysis in spatial domain. - Weixiang Ren; Liming Zhai; Ju Jia; Lina Wang 001; Lefei Zhang (Neurocomputing, 2020)

Global context based automatic road segmentation via dilated convolutional neural network. - Meng Lan; Yipeng Zhang 001; Lefei Zhang; Bo Du 001 (Inf. Sci., 2020)

Robust face alignment by cascaded regression and de-occlusion. - Jun Wan 005; Jing Li 055; Zhihui Lai 001; Bo Du 001; Lefei Zhang (Neural Networks, 2020)

Transferable heterogeneous feature subspace learning for JPEG mismatched steganalysis. - Ju Jia; Liming Zhai; Weixiang Ren; Lina Wang 001; Yanzhen Ren; Lefei Zhang (Pattern Recognit., 2020)

Unsupervised domain adaptive re-identification: Theory and practice. - Liangchen Song; Cheng Wang 048; Lefei Zhang; Bo Du 001; Qian Zhang 009; Chang Huang; Xinggang Wang (Pattern Recognit., 2020)

Multistage attention network for image inpainting. - Ning Wang 031; Sihan Ma; Jingyuan Li; Yipeng Zhang 001; Lefei Zhang (Pattern Recognit., 2020)

Data-augmented matched subspace detector for hyperspectral subpixel target detection. - Xiaochen Yang; Mingzhi Dong; Ziyu Wang 003; Lianru Gao; Lefei Zhang; Jing-Hao Xue (Pattern Recognit., 2020)

Dimensionality Reduction With Enhanced Hybrid-Graph Discriminant Learning for Hyperspectral Image Classification. - Fulin Luo; Liangpei Zhang 001; Bo Du 001; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2020)

Multiscale Dynamic Graph Convolutional Network for Hyperspectral Image Classification. - Sheng Wan; Chen Gong 002; Ping Zhong 001; Bo Du 001; Lefei Zhang; Jian Yang 003 (IEEE Trans. Geosci. Remote. Sens., 2020)

Homologous Component Analysis for Domain Adaptation. - Youfa Liu; Weiping Tu; Bo Du 001; Lefei Zhang; Dacheng Tao (IEEE Trans. Image Process., 2020)

Learning From Synthetic Images via Active Pseudo-Labeling. - Liangchen Song; Yonghao Xu; Lefei Zhang; Bo Du 001; Qian Zhang 009; Xinggang Wang (IEEE Trans. Image Process., 2020)

Addressing Domain Gap via Content Invariant Representation for Semantic Segmentation. - Li Gao; Lefei Zhang; Qian Zhang 009 (AAAI, 2021)

Combining CNN with Pathological Information for the Detection of Transmissive Lesions of Jawbones from CBCT Images. - Zimo Huang; Tian Xia; Jinman Kim; Lefei Zhang; Bo Li (EMBC, 2021)

DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation. - Li Gao; Jing Zhang 037; Lefei Zhang; Dacheng Tao (ACM Multimedia, 2021)

Transportation Density Reduction Caused by City Lockdowns Across the World during the COVID-19 Epidemic: From the View of High-resolution Remote Sensing Imagery. - Chen Wu 003; Sihan Zhu; Jiaqi Yang 005; Meiqi Hu; Bo Du 001; Liangpei Zhang 001; Lefei Zhang; Chengxi Han; Meng Lan (CoRR, 2021)

Discriminative subspace matrix factorization for multiview data clustering. - Jiaqi Ma 002; Yipeng Zhang 001; Lefei Zhang (Pattern Recognit., 2021)

Traffic Density Reduction Caused by City Lockdowns Across the World During the COVID-19 Epidemic: From the View of High-Resolution Remote Sensing Imagery. - Chen Wu 003; Sihan Zhu; Jiaqi Yang 005; Meiqi Hu; Bo Du 001; Liangpei Zhang 001; Lefei Zhang; Chengxi Han; Meng Lan (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Nonlocal Low-Rank Tensor Completion for Visual Data. - Lefei Zhang; Liangchen Song; Bo Du 001; Yipeng Zhang 001 (IEEE Trans. Cybern., 2021)

Dynamic Selection Network for Image Inpainting. - Ning Wang 031; Yipeng Zhang 001; Lefei Zhang (IEEE Trans. Image Process., 2021)

Incorporating Distribution Matching into Uncertainty for Multiple Kernel Active Learning. - Zengmao Wang; Bo Du 001; Weiping Tu; Lefei Zhang; Dacheng Tao (IEEE Trans. Knowl. Data Eng., 2021)

Siamese Network with Interactive Transformer for Video Object Segmentation. - Meng Lan; Jing Zhang 037; Fengxiang He; Lefei Zhang (AAAI, 2022)

BSAM: Bidirectional Scene-Aware Mixup for Unsupervised Domain Adaptation in Semantic Segmentation. - Congying Xing; Gao Li; Lefei Zhang (CICAI (1), 2022)

DGMLP: Deformable Gating MLP Sharing for Multi-Task Learning. - Yangyang Xu; Lefei Zhang (CICAI (1), 2022)

NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results. - Yawei Li 001; Kai Zhang 008; Radu Timofte; Luc Van Gool; Fangyuan Kong; Mingxi Li; Songwei Liu; Zongcai Du; Ding Liu 001; Chenhui Zhou; Jingyi Chen; Qingrui Han; et al. (CVPR Workshops, 2022)

PolyphonicFormer: Unified Query Learning for Depth-Aware Video Panoptic Segmentation. - Haobo Yuan; Xiangtai Li; Yibo Yang; Guangliang Cheng; Jing Zhang 037; Yunhai Tong; Lefei Zhang; Dacheng Tao (ECCV (27), 2022)

Unsupervised Ensemble Distillation for Multi-Organ Segmentation. - Lefei Zhang; Shixiang Feng; Yu Wang 027; Yanfeng Wang 001; Ya Zhang 002; Xin Chen 033; Qi Tian 001 (ISBI, 2022)

ELMformer: Efficient Raw Image Restoration with a Locally Multiplicative Transformer. - Jiaqi Ma 002; Shengyuan Yan; Lefei Zhang; Guoli Wang 004; Qian Zhang 009 (ACM Multimedia, 2022)

Atrous Pyramid Transformer with Spectral Convolution for Image Inpainting. - Muqi Huang; Lefei Zhang (ACM Multimedia, 2022)

GT-MUST: Gated Try-on by Learning the Mannequin-Specific Transformation. - Ning Wang 031; Jing Zhang 037; Lefei Zhang; Dacheng Tao (ACM Multimedia, 2022)

Multi-Task Learning with Multi-query Transformer for Dense Prediction. - Yangyang Xu; Xiangtai Li; Haobo Yuan; Yibo Yang; Jing Zhang 037; Yunhai Tong; Lefei Zhang; Dacheng Tao (CoRR, 2022)

LocalDrop: A Hybrid Regularization for Deep Neural Networks. - Ziqing Lu; Chang Xu 002; Bo Du 001; Takashi Ishida 001; Lefei Zhang; Masashi Sugiyama (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Hyperspectral Anomaly Detection Based on Machine Learning: An Overview. - Yichu Xu; Lefei Zhang; Bo Du 001; Liangpei Zhang 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Stagewise Unsupervised Domain Adaptation With Adversarial Self-Training for Road Segmentation of Remote-Sensing Images. - Lefei Zhang; Meng Lan; Jing Zhang 037; Dacheng Tao (IEEE Trans. Geosci. Remote. Sens., 2022)

Learning to Learn Better for Video Object Segmentation. - Meng Lan; Jing Zhang 037; Lefei Zhang; Dacheng Tao (AAAI, 2023)

Dual Mutual Information Constraints for Discriminative Clustering. - Hongyu Li; Lefei Zhang; Kehua Su (AAAI, 2023)

DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction. - Yangyang Xu; Yibo Yang; Lefei Zhang (AAAI, 2023)

FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction. - Tianshuo Peng; Zuchao Li; Lefei Zhang; Bo Du 001; Hai Zhao 001 (ACL (1), 2023)

DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration. - Yuchun Miao; Lefei Zhang; Liangpei Zhang 001; Dacheng Tao (ICCV, 2023)

Multi-Task Learning with Knowledge Distillation for Dense Prediction. - Yangyang Xu; Yibo Yang; Lefei Zhang (ICCV, 2023)

Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers. - Yineng Chen; Zuchao Li; Lefei Zhang; Bo Du 001; Hai Zhao 001 (ICML, 2023)

iRe2f: Rethinking Effective Refinement in Language Structure Prediction via Efficient Iterative Retrospecting and Reasoning. - Zuchao Li; Xingyi Guo; Letian Peng; Lefei Zhang; Hai Zhao 001 (IJCAI, 2023)

Cross-Domain Facial Expression Recognition via Disentangling Identity Representation. - Tong Liu; Jing Li 055; Jia Wu 001; Lefei Zhang; Shanshan Zhao; Jun Chang; Jun Wan 005 (IJCAI, 2023)

Multi-Scale Depth-Aware Unsupervised Domain Adaption in Semantic Segmentation. - Congying Xing; Lefei Zhang (IJCNN, 2023)

Centroid-centered Modeling for Efficient Vision Transformer Pre-training. - Xin Yan 008; Zuchao Li; Lefei Zhang; Bo Du 001; Dacheng Tao (CoRR, 2023)

ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration. - Jiaqi Ma 002; Tianheng Cheng; Guoli Wang 004; Qian Zhang 009; Xinggang Wang; Lefei Zhang (CoRR, 2023)

Referring Video Object Segmentation with Inter-Frame Interaction and Cross-Modal Correlation. - Meng Lan; Fu Rong; Lefei Zhang (CoRR, 2023)

Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants. - Yibo Yang; Haobo Yuan; Xiangtai Li; Jianlong Wu; Lefei Zhang; Zhouchen Lin; Philip H. S. Torr; Dacheng Tao; Bernard Ghanem (CoRR, 2023)

Deformable Mixer Transformer with Gating for Multi-Task Learning of Dense Prediction. - Yangyang Xu; Yibo Yang; Bernard Ghanem; Lefei Zhang; Du Bo; Dacheng Tao (CoRR, 2023)

Sparse is Enough in Fine-tuning Pre-trained Large Language Model. - Weixi Song; Zuchao Li; Lefei Zhang; Hai Zhao 001; Bo Du 001 (CoRR, 2023)

MSDformer: Multiscale Deformable Transformer for Hyperspectral Image Super-Resolution. - Shi Chen; Lefei Zhang; Liangpei Zhang 001 (IEEE Trans. Geosci. Remote. Sens., 2023)

Partial Siamese With Multiscale Bi-Codec Networks for Remote Sensing Image Haze Removal. - Hang Sun; Zhiming Luo; Dong Ren; Wei Hu; Bo Du 001; Wen Yang 001; Jun Wan 005; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2023)

Monocular Road Planar Parallax Estimation. - Haobo Yuan; Teng Chen; Wei Sui; Jiafeng Xie; Lefei Zhang; Yuan Li; Qian Zhang 009 (IEEE Trans. Image Process., 2023)

Fused pyramid attention network for single image super-resolution. - Shi Chen; Xiuping Bi; Lefei Zhang (IET Image Process., 2023)

Restoration and enhancement on low exposure raw images by joint demosaicing and denoising. - Jiaqi Ma 002; Guoli Wang 004; Lefei Zhang; Qian Zhang 009 (Neural Networks, 2023)

A Novel Energy Based Model Mechanism for Multi-Modal Aspect-Based Sentiment Analysis. - Tianshuo Peng; Zuchao Li; Ping Wang 028; Lefei Zhang; Hai Zhao 001 (AAAI, 2024)

A Coin Has Two Sides: A Novel Detector-Corrector Framework for Chinese Spelling Correction. - Xiangke Zeng; Zuchao Li; Lefei Zhang; Ping Wang 028; Hongqiu Wu; Hai Zhao 001 (ECAI, 2024)

VHASR: A Multimodal Speech Recognition System With Vision Hotwords. - Jiliang Hu; Zuchao Li; Ping Wang 028; Haojun Ai; Lefei Zhang; Hai Zhao 001 (EMNLP, 2024)

Sparse is Enough in Fine-tuning Pre-trained Large Language Models. - Weixi Song; Zuchao Li; Lefei Zhang; Hai Zhao 001; Bo Du 001 (ICML, 2024)

Merging Multi-Task Models via Weight-Ensembling Mixture of Experts. - Anke Tang; Li Shen 008; Yong Luo 002; Nan Yin; Lefei Zhang; Dacheng Tao (ICML, 2024)

Eliminating the Cross-Domain Misalignment in Text-guided Image Inpainting. - Muqi Huang; Chaoyue Wang; Yong Luo 002; Lefei Zhang (IJCAI, 2024)

MAdapter: A Better Interaction Between Image and Language for Medical Image Segmentation. - Xu Zhang; Bo Ni; Yang Yang; Lefei Zhang (MICCAI (9), 2024)

Multi-modal Auto-regressive Modeling via Visual Tokens. - Tianshuo Peng; Zuchao Li; Lefei Zhang; Hai Zhao 001; Ping Wang 028; Bo Du 001 (ACM Multimedia, 2024)

Driving Scene Understanding with Traffic Scene-Assisted Topology Graph Transformer. - Fu Rong; Wenjin Peng; Meng Lan; Qian Zhang 009; Lefei Zhang (ACM Multimedia, 2024)

InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling. - Yuchun Miao; Sen Zhang 006; Liang Ding 006; Rong Bao; Lefei Zhang; Dacheng Tao (NeurIPS, 2024)

MMSite: A Multi-modal Framework for the Identification of Active Sites in Proteins. - Song Ouyang; Huiyu Cai; Yong Luo 002; Kehua Su; Lefei Zhang; Bo Du 001 (NeurIPS, 2024)

Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models. - Luohe Shi; Yao Yao; Zuchao Li; Lefei Zhang; Hai Zhao 001 (NeurIPS, 2024)

Centroid-Centered Modeling for Efficient Vision Transformer Pre-Training. - Xin Yan 008; Zuchao Li; Lefei Zhang (PRCV (4), 2024)

Intention Analysis Prompting Makes Large Language Models A Good Jailbreak Defender. - Yuqi Zhang 002; Liang Ding 006; Lefei Zhang; Dacheng Tao (CoRR, 2024)

Mitigating Reward Hacking via Information-Theoretic Reward Modeling. - Yuchun Miao; Sen Zhang 006; Liang Ding 006; Rong Bao; Lefei Zhang; Dacheng Tao (CoRR, 2024)

Multi-modal Auto-regressive Modeling via Visual Words. - Tianshuo Peng; Zuchao Li; Lefei Zhang; Hai Zhao 001; Ping Wang 028; Bo Du 001 (CoRR, 2024)

A Universal Knowledge Embedded Contrastive Learning Framework for Hyperspectral Image Classification. - Quanwei Liu; Yanni Dong; Tao Huang 008; Lefei Zhang; Bo Du 001 (CoRR, 2024)

M2DNeRF: Multi-Modal Decomposition NeRF with 3D Feature Fields. - Ning Wang; Lefei Zhang; Angel X. Chang (CoRR, 2024)

Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba. - Yuchen Zou; Yineng Chen; Zuchao Li; Lefei Zhang; Hai Zhao 001 (CoRR, 2024)

SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models. - Anke Tang; Li Shen 008; Yong Luo 002; Shuai Xie; Han Hu 003; Lefei Zhang; Bo Du 001; Dacheng Tao (CoRR, 2024)

Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration. - Xu Zhang 044; Jiaqi Ma 002; Guoli Wang 004; Qian Zhang 009; Huan Zhang 008; Lefei Zhang (CoRR, 2024)

Enhancing Perception of Key Changes in Remote Sensing Image Change Captioning. - Cong Yang; Zuchao Li; Hongzan Jiao; Zhi Gao; Lefei Zhang (CoRR, 2024)

Selective Transformer for Hyperspectral Image Classification. - Yichu Xu; Di Wang 023; Lefei Zhang; Liangpei Zhang 001 (CoRR, 2024)

Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging. - Li Shen 008; Anke Tang; Enneng Yang; Guibing Guo; Yong Luo 002; Lefei Zhang; Xiaochun Cao; Bo Du 001; Dacheng Tao (CoRR, 2024)

DF3Net: Dual frequency feature fusion network with hierarchical transformer for image inpainting. - Muqi Huang; Wei Yu; Lefei Zhang (Inf. Fusion, 2024)

DSQNet: Enhancing Change Detection Network via Deep Semantics Query for Remote Sensing Images. - Zilin Qin; Lefei Zhang (IEEE Geosci. Remote. Sens. Lett., 2024)

Enhancing the Semi-Supervised Semantic Segmentation With Prototype-Based Supervision for Remote Sensing Images. - Zhiyu Zheng; Liang Lv; Lefei Zhang (IEEE Geosci. Remote. Sens. Lett., 2024)

Bidirectional correlation-driven inter-frame interaction Transformer for referring video object segmentation. - Meng Lan; Fu Rong; Zuchao Li; Wei Yu 009; Lefei Zhang (Pattern Recognit., 2024)

Robust multiple subspaces transfer for heterogeneous domain adaptation. - Youfa Liu; Bo Du 001; Yongyong Chen; Lefei Zhang (Pattern Recognit., 2024)

Language Query-Based Transformer With Multiscale Cross-Modal Alignment for Visual Grounding on Remote Sensing Images. - Meng Lan; Fu Rong; Hongzan Jiao; Zhi Gao; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2024)

MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification. - Yapeng Li; Yong Luo 002; Lefei Zhang; Zengmao Wang; Bo Du 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

SDST: Self-Supervised Double-Structure Transformer for Hyperspectral Images Clustering. - Fulin Luo; Yi Liu; Yule Duan; Tan Guo; Lefei Zhang; Bo Du 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

AGMS: Adversarial Sample Generation-Based Multiscale Siamese Network for Hyperspectral Target Detection. - Fulin Luo; Shanshan Shi; Tan Guo; Yanni Dong; Lefei Zhang; Bo Du 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Advancing Data-Efficient Exploitation for Semi-Supervised Remote Sensing Images Semantic Segmentation. - Liang Lv; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2024)

Spatial Focused Bitemporal Interactive Network for Remote Sensing Image Change Detection. - Hang Sun; Yuan Yao; Lefei Zhang; Dong Ren (IEEE Trans. Geosci. Remote. Sens., 2024)

S³ANet: Spatial-Spectral Self-Attention Learning Network for Defending Against Adversarial Attacks in Hyperspectral Image Classification. - Yichu Xu; Yonghao Xu; Hongzan Jiao; Zhi Gao; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2024)

Bootstrapping Interactive Image-Text Alignment for Remote Sensing Image Captioning. - Cong Yang; Zuchao Li; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2024)

MGIMM: Multi-Granularity Instruction Multimodal Model for Attribute-Guided Remote Sensing Image Detailed Description. - Cong Yang; Zuchao Li; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2024)

Dual Graph Learning Affinity Propagation for Multimodal Remote Sensing Image Clustering. - Yongshan Zhang; Shuaikang Yan; Xinwei Jiang; Lefei Zhang; Zhihua Cai; Jun Li 009 (IEEE Trans. Geosci. Remote. Sens., 2024)

Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution. - Shi Chen; Lefei Zhang; Liangpei Zhang 001 (IEEE Trans. Image Process., 2024)

Tracking With Saliency Region Transformer. - Tianpeng Liu; Jing Li 055; Jia Wu 001; Lefei Zhang; Jun Chang; Jun Wan 005; Lezhi Lian (IEEE Trans. Image Process., 2024)

Fast Projected Fuzzy Clustering With Anchor Guidance for Multimodal Remote Sensing Imagery. - Yongshan Zhang; Shuaikang Yan; Lefei Zhang; Bo Du 001 (IEEE Trans. Image Process., 2024)

Multi-Task Learning With Multi-Query Transformer for Dense Prediction. - Yangyang Xu; Xiangtai Li; Haobo Yuan; Yibo Yang; Lefei Zhang (IEEE Trans. Circuits Syst. Video Technol., 2024)

Convex-Concave Tensor Robust Principal Component Analysis. - Youfa Liu; Bo Du 001; Yongyong Chen; Lefei Zhang; Mingming Gong; Dacheng Tao (Int. J. Comput. Vis., 2024)

MICCF: A Mutual Information Constrained Clustering Framework for Learning Clustering-Oriented Feature Representations. - Hongyu Li; Lefei Zhang; Kehua Su; Wei Yu 009 (ACM Trans. Knowl. Discov. Data, 2024)

Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection. - Jiaqi Chen; Xiaoye Zhu; Tianyang Liu; Ying Chen; Xinhui Chen; Yiwen Yuan; Chak Tou Leong; Zuchao Li; Tang Long; Lei Zhang; Chenyu Yan; Guanghao Mei; et al. (AAAI, 2025)

SongSong: A Time Phonograph for Chinese SongCi Music from Thousand of Years Away. - Jiliang Hu; Jiajia Li; Ziyi Pan; Chong Chen; Zuchao Li; Ping Wang 028; Lefei Zhang (AAAI, 2025)

ScaleMatch: Multi-scale Consistency Enhancement for Semi-supervised Semantic Segmentation. - Liang Lv; Lefei Zhang (AAAI, 2025)

KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding. - Luohe Shi; Zuchao Li; Lefei Zhang; Baoyuan Qi; Liu Guoming; Hai Zhao 001 (ACL (1), 2025)

SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep Layers. - Zicong Tang; Luohe Shi; Zuchao Li; Baoyuan Qi; Liu Guoming; Lefei Zhang; Ping Wang 028 (ACL (1), 2025)

Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models. - Zihong Zhang; Liqi He; Zuchao Li; Lefei Zhang; Hai Zhao 001; Bo Du 001 (ACL (1), 2025)

Intention Analysis Makes LLMs A Good Jailbreak Defender. - Yuqi Zhang 002; Liang Ding 006; Lefei Zhang; Dacheng Tao (COLING, 2025)

NOTA: Multimodal Music Notation Understanding for Visual Large Language Model. - Mingni Tang; Jiajia Li; Lu Yang 008; Zhiqiang Zhang; Jinhao Tian; Zuchao Li; Lefei Zhang; Ping Wang 028 (NAACL (Findings), 2025)

Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction. - Lu Yang 008; Jiajia Li; En Ci; Lefei Zhang; Zuchao Li; Ping Wang 028 (NAACL (Long Papers), 2025)

Mamba-driven hierarchical temporal multimodal alignment for referring video object segmentation. - Le Liang; Lefei Zhang (Neurocomputing, 2025)

Mixed-noise robust tensor multi-view clustering via adaptive dictionary learning. - Jing-Hua Yang; Yi Zhou; Lefei Zhang; Heng-Chao Li (Inf. Fusion, 2025)

CFI-Former: Efficient lane detection by multi-granularity perceptual query attention transformer. - Rong Gao; Siqi Hu; Lingyu Yan; Lefei Zhang; Jia Wu 001 (Neural Networks, 2025)

Dual selective fusion transformer network for hyperspectral image classification. - Yichu Xu; Di Wang 023; Lefei Zhang; Liangpei Zhang 001 (Neural Networks, 2025)

Dual-Perspective Alignment Learning for Multimodal Remote Sensing Object Detection. - Yanfeng Liu; Wei Guo; Chaojun Yao; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2025)

Structured Cross-Resolution Distillation for Remote Sensing Salient Object Detection. - Yanfeng Liu; Xin Zhang; Wei Guo; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2025)

Hierarchical Heterogeneous Geometric Foreground Perception Network for Remote Sensing Object Detection. - Dong Ren; Yang Liu; Hang Sun; Lefei Zhang; Jun Wan 005 (IEEE Trans. Geosci. Remote. Sens., 2025)

Dynamic-Routing 3D-Fusion Network for Remote Sensing Image Haze Removal. - Hang Sun; Shuanglong Li; Bo Du 001; Lefei Zhang; Dong Ren; Lyuyang Tong (IEEE Trans. Geosci. Remote. Sens., 2025)

PTDNet: Progressive Temporal Difference Network With Global Guidance for Building Change Detection. - Zhiqi Zhang; Jiaqi Cai; Zhiwei Ye; Lefei Zhang; Mi Wang (IEEE Trans. Geosci. Remote. Sens., 2025)

UniRS: Toward Unified Multitask Fine-Tuning for Remote Sensing Foundation Model. - Zhiyu Zheng; Liang Lv; Jianan He; Lefei Zhang (IEEE Trans. Geosci. Remote. Sens., 2025)

DSMT: Dual-Stage Multiscale Transformer for Hyperspectral Snapshot Compressive Imaging. - Fulin Luo; Xi Chen 087; Tan Guo; Xiuwen Gong; Lefei Zhang; Ce Zhu (IEEE Trans. Image Process., 2025)

UniUIR: Considering Underwater Image Restoration as An All-in-One Learner. - Xu Zhang; Huan Zhang; Guoli Wang; Qian Zhang; Lefei Zhang; Bo Du (CoRR, 2025)

MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object Segmentation. - Fu Rong; Meng Lan; Qian Zhang 009; Lefei Zhang (CoRR, 2025)

HSRMamba: Contextual Spatial-Spectral State Space Model for Single Hyperspectral Super-Resolution. - Shi Chen; Lefei Zhang; Liangpei Zhang 002 (CoRR, 2025)

The Energy Loss Phenomenon in RLHF: A New Perspective on Mitigating Reward Hacking. - Yuchun Miao; Sen Zhang 006; Liang Ding 006; Yuqi Zhang 002; Lefei Zhang; Dacheng Tao (CoRR, 2025)

Cyclic Cross-Modality Interaction for Hyperspectral and Multispectral Image Fusion. - Shi Chen; Lefei Zhang; Liangpei Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

NOTA: Multimodal Music Notation Understanding for Visual Large Language Model. - Mingni Tang; Jiajia Li; Lu Yang 008; Zhiqiang Zhang; Jinghao Tian; Zuchao Li; Lefei Zhang; Ping Wang 028 (CoRR, 2025)

Customized SAM 2 for Referring Remote Sensing Image Segmentation. - Fu Rong; Meng Lan; Qian Zhang 009; Lefei Zhang (CoRR, 2025)

Model Hemorrhage and the Robustness Limits of Large Language Models. - Ziyang Ma; Zuchao Li; Lefei Zhang; Gui-Song Xia; Bo Du 001; Liangpei Zhang 001; Dacheng Tao (CoRR, 2025)

Sandbox: safeguarded multi-label learning through safe optimal transport. - Lefei Zhang; Geng Yu; Jiangchao Yao; Yew-Soon Ong; Ivor W. Tsang; James T. Kwok (Mach. Learn., 2025)

Structured Anchor Learning for Large-Scale Hyperspectral Image Projected Clustering. - Guozhu Jiang; Yongshan Zhang; Xinxin Wang 003; Xinwei Jiang; Lefei Zhang (IEEE Trans. Circuits Syst. Video Technol., 2025)

MambaMoE: Mixture-of-Spectral-Spatial-Experts State Space Model for Hyperspectral Image Classification. - Yichu Xu; Di Wang 023; Hongzan Jiao; Lefei Zhang; Liangpei Zhang 001 (CoRR, 2025)

Refining Few-Step Text-to-Multiview Diffusion via Reinforcement Learning. - Ziyi Zhang 001; Li Shen 008; Deheng Ye; Yong Luo 002; Huangxuan Zhao; Lefei Zhang (CoRR, 2025)

Elastic Graph Fusion Subspace Clustering for Large Hyperspectral Image. - Yongshan Zhang; Xinxin Wang 003; Xinwei Jiang; Lefei Zhang; Bo Du 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)

S5: Scalable Semi-Supervised Semantic Segmentation in Remote Sensing. - Liang Lv; Di Wang; Jing Zhang; Lefei Zhang (CoRR, 2025)

HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model. - Di Wang 023; Meiqi Hu; Yao Jin; Yuchun Miao; Jiaqi Yang 005; Yichu Xu; Xiaolei Qin; Jiaqi Ma 002; Lingyu Sun; Chenxing Li; Chuan Fu; Hongruixuan Chen; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Constraint Boundary Wandering Framework: Enhancing Constrained Optimization With Deep Neural Networks. - Shuang Wu; Shixiang Chen; Li Shen 008; Lefei Zhang; Dacheng Tao (IEEE Trans. Pattern Anal. Mach. Intell., 2025)