Lefei Zhang

322 papers A* 60A 5B 6C 4Journal 218Unranked 29
YearRankTypeTitle / Venue / Authors
2026 A* conf
Anchor-Guided Discriminative Subspace Alignment and Clustering for Cross-Scene Hyperspectral Imagery.
AAAI
Yongshan Zhang, Zixuan Zhang, Xinxin Wang, Lefei Zhang, Zhihua Cai
2026 A* conf
Any2RSI: Controllable Remote Sensing Text-to-Image Generation via Any Control and Enriched Description.
AAAI
Xu Zhang, Jianzhong Huang, Lefei Zhang
2026 A* conf
ClearAIR: A Human-Visual-Perception-Inspired All-in-One Image Restoration.
AAAI
Xu Zhang, Huan Zhang, Guoli Wang, Qian Zhang, Lefei Zhang
2026 J jnl
ClearAIR: A Human-Visual-Perception-Inspired All-in-One Image Restoration.
CoRR
Xu Zhang, Huan Zhang, Guoli Wang, Qian Zhang, Lefei Zhang
2026 J jnl
CtrlAttack: A Unified Attack on World-Model Control in Diffusion Models.
CoRR
Shuhan Xu, Siyuan Liang, Hongling Zheng, Yong Luo, Han Hu, Lefei Zhang, Dacheng Tao
2026 J jnl
DSA-SRGS: Super-Resolution Gaussian Splatting for Dynamic Sparse-View DSA Reconstruction.
CoRR
Shiyu Zhang, Zhicong Wu, Huangxuan Zhao, Zhentao Liu, Lei Chen, Yong Luo, Lefei Zhang, Zhiming Cui, Ziwen Ke, Bo Du
2026 J jnl
Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging.
IEEE Trans. Pattern Anal. Mach. Intell.
Li Shen, Anke Tang, Enneng Yang, Guibing Guo, Yong Luo, Lefei Zhang, Xiaochun Cao, Bo Du, Dacheng Tao
2026 J jnl
FedEU: Evidential Uncertainty-Driven Federated Fine-Tuning of Vision Foundation Models for Remote Sensing Image Segmentation.
CoRR
Xiaokang Zhang, Xuran Xiong, Jianzhong Huang, Lefei Zhang
2026 J jnl
Generalized and group spherical linear interpolation for token-level context compression.
Neural Networks
Jinhao Tian, Zuchao Li, Meng-Jia Shen, Lefei Zhang
2026 J jnl
Leveraging Multi-Text Joint Prompts in SAM for Robust Medical Image Segmentation.
IEEE J. Biomed. Health Informatics
Xu Zhang, Huangxuan Zhao, Lefei Zhang, Yuan Xiong
2026 J jnl
MambaFPN: A SSM-based feature pyramid network for object detection.
Neural Networks
Le Liang, Cheng Wang, Lefei Zhang
2026 J jnl
MambaMoE: Mixture-of-spectral-spatial-experts state space model for hyperspectral image classification.
Inf. Fusion
Yichu Xu, Di Wang, Hongzan Jiao, Lefei Zhang, Liangpei Zhang
2026 A* conf
OFL-SAM2: Prompt SAM2 with Online Few-shot Learner for Efficient Medical Image Segmentation.
AAAI
Meng Lan, Lefei Zhang, Xiaomeng Li
2026 J jnl
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration.
IEEE Trans. Image Process.
Xu Zhang, Jiaqi Ma, Guoli Wang, Qian Zhang, Huan Zhang, Lefei Zhang
2026 A* conf
RS2-SAM2: Customized SAM2 for Referring Remote Sensing Image Segmentation.
AAAI
Fu Rong, Meng Lan, Qian Zhang, Lefei Zhang
2026 A* conf
S5: Scalable Semi-Supervised Semantic Segmentation in Remote Sensing.
AAAI
Liang Lv, Di Wang, Jing Zhang, Lefei Zhang
2026 J jnl
SIGMAE: A Spectral-Index-Guided Foundation Model for Multispectral Remote Sensing.
CoRR
Xiaokang Zhang, Bo Li, Chufeng Zhou, Weikang Yu, Lefei Zhang
2026 A* conf
Scaling LLM Speculative Decoding: Non-Autoregressive Forecasting in Large-Batch Scenarios.
AAAI
Luohe Shi, Zuchao Li, Lefei Zhang, Baoyuan Qi, Guoming Liu, Hai Zhao
2026 J jnl
SongSong: A Time Phonograph for Chinese SongCi Music from Thousand of Years Away.
CoRR
Jiajia Li, Jiliang Hu, Ziyi Pan, Chong Chen, Zuchao Li, Ping Wang, Lefei Zhang
2026 J jnl
Task prior attention network for multi-task learning of dense prediction.
Sci. China Inf. Sci.
Yangyang Xu, Yibo Yang, Lefei Zhang, Bo Du
2026 J jnl
UniX: Unifying Autoregression and Diffusion for Chest X-Ray Understanding and Generation.
CoRR
Ruiheng Zhang, Jingfeng Yao, Huangxuan Zhao, Hao Yan, Xiao He, Lei Chen, Zhou Wei, Yong Luo, Zengmao Wang, Lefei Zhang, Dacheng Tao, Bo Du
2026 J jnl
Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models.
IEEE Trans. Pattern Anal. Mach. Intell.
Anke Tang, Li Shen, Yong Luo, Shuai Xie, Han Hu, Lefei Zhang, Bo Du, Dacheng Tao
2025 J jnl
A Multi-Language Object-Oriented Programming Benchmark for Large Language Models.
CoRR
Shuai Wang, Liang Ding, Li Shen, Yong Luo, Han Hu, Lefei Zhang, Fu Lin
2025 J jnl
CFI-Former: Efficient lane detection by multi-granularity perceptual query attention transformer.
Neural Networks
Rong Gao, Siqi Hu, Lingyu Yan, Lefei Zhang, Jia Wu
2025 J jnl
ClusIR: Towards Cluster-Guided All-in-One Image Restoration.
CoRR
Shengkai Hu, Jiaqi Ma, Jun Wan, Wenwen Min, Yongcheng Jing, Lefei Zhang, Dacheng Tao
2025 — conf
CoViPAL: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models.
EMNLP (Findings)
Zicong Tang, Ziyang Ma, Suqing Wang, Zuchao Li, Lefei Zhang, Hai Zhao, Yun Li, Qianren Wang
2025 J jnl
CoViPAL: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models.
CoRR
Zicong Tang, Ziyang Ma, Suqing Wang, Zuchao Li, Lefei Zhang, Hai Zhao, Yun Li, Qianren Wang
2025 J jnl
Constraint Boundary Wandering Framework: Enhancing Constrained Optimization With Deep Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Shuang Wu, Shixiang Chen, Li Shen, Lefei Zhang, Dacheng Tao
2025 J jnl
Customized SAM 2 for Referring Remote Sensing Image Segmentation.
CoRR
Fu Rong, Meng Lan, Qian Zhang, Lefei Zhang
2025 J jnl
Cyclic Cross-Modality Interaction for Hyperspectral and Multispectral Image Fusion.
IEEE Trans. Circuits Syst. Video Technol.
Shi Chen, Lefei Zhang, Liangpei Zhang
2025 J jnl
DM-PCL: Text-Driven Dual-Modal Prototype Consistency Learning for Weakly-Supervised Few-Shot Part Segmentation.
Int. J. Comput. Vis.
Mengya Han, Yong Luo, Han Hu, Zengmao Wang, Lefei Zhang, Bo Du, Ling-Yu Duan, Dacheng Tao
2025 J jnl
DSMT: Dual-Stage Multiscale Transformer for Hyperspectral Snapshot Compressive Imaging.
IEEE Trans. Image Process.
Fulin Luo, Xi Chen, Tan Guo, Xiuwen Gong, Lefei Zhang, Ce Zhu
2025 A* conf
Deep Multi-Level Contrastive Clustering for Multi-Modal Remote Sensing Images.
ACM Multimedia
Weiqi Liu, Yongshan Zhang, Xinxin Wang, Lefei Zhang
2025 J jnl
DiffusionDriveV2: Reinforcement Learning-Constrained Truncated Diffusion Modeling in End-to-End Autonomous Driving.
CoRR
Jialv Zou, Shaoyu Chen, Bencheng Liao, Zhiyu Zheng, Yuehao Song, Lefei Zhang, Qian Zhang, Wenyu Liu, Xinggang Wang
2025 J jnl
Dual selective fusion transformer network for hyperspectral image classification.
Neural Networks
Yichu Xu, Di Wang, Lefei Zhang, Liangpei Zhang
2025 J jnl
Dual-Perspective Alignment Learning for Multimodal Remote Sensing Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Liu, Wei Guo, Chaojun Yao, Lefei Zhang
2025 J jnl
Dynamic-Routing 3D-Fusion Network for Remote Sensing Image Haze Removal.
IEEE Trans. Geosci. Remote. Sens.
Hang Sun, Shuanglong Li, Bo Du, Lefei Zhang, Dong Ren, Lyuyang Tong
2025 J jnl
Elastic Graph Fusion Subspace Clustering for Large Hyperspectral Image.
IEEE Trans. Circuits Syst. Video Technol.
Yongshan Zhang, Xinxin Wang, Xinwei Jiang, Lefei Zhang, Bo Du
2025 J jnl
EvoIR: Towards All-in-One Image Restoration via Evolutionary Frequency Modulation.
CoRR
Jiaqi Ma, Shengkai Hu, Xu Zhang, Jun Wan, Jiaxing Huang, Lefei Zhang, Salman Khan
2025 J jnl
Fine-Grained Image Captioning by Ranking Diffusion Transformer.
IEEE Trans. Image Process.
Jun Wan, Min Gan, Lefei Zhang, Jie Zhou, Jun Liu, Bo Du, C. L. Philip Chen
2025 J jnl
FusionBench: A Unified Library and Comprehensive Benchmark for Deep Model Fusion.
J. Mach. Learn. Res.
Anke Tang, Li Shen, Yong Luo, Enneng Yang, Han Hu, Lefei Zhang, Bo Du, Dacheng Tao
2025 A* conf
HSRMamba: Contextual Spatial-Spectral State Space Model for Single Hyperspectral Image Super-Resolution.
IJCAI
Shi Chen, Lefei Zhang, Liangpei Zhang
2025 J jnl
HSRMamba: Contextual Spatial-Spectral State Space Model for Single Hyperspectral Super-Resolution.
CoRR
Shi Chen, Lefei Zhang, Liangpei Zhang
2025 J jnl
Hierarchical Heterogeneous Geometric Foreground Perception Network for Remote Sensing Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Dong Ren, Yang Liu, Hang Sun, Lefei Zhang, Jun Wan
2025 J jnl
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model.
IEEE Trans. Pattern Anal. Mach. Intell.
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
2025 A* conf
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection.
AAAI
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, Jie Zhang, Lefei Zhang
2025 J jnl
Information-Theoretic Reward Modeling for Stable RLHF: Detecting and Mitigating Reward Hacking.
CoRR
Yuchun Miao, Liang Ding, Sen Zhang, Rong Bao, Lefei Zhang, Dacheng Tao
2025 B conf
Intention Analysis Makes LLMs A Good Jailbreak Defender.
COLING
Yuqi Zhang, Liang Ding, Lefei Zhang, Dacheng Tao
2025 — conf
KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding.
ACL (1)
Luohe Shi, Zuchao Li, Lefei Zhang, Baoyuan Qi, Guoming Liu, Hai Zhao
2025 J jnl
KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding.
CoRR
Luohe Shi, Zuchao Li, Lefei Zhang, Guoming Liu, Baoyuan Qi, Hai Zhao
2025 — conf
Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction.
NAACL (Long Papers)
Lu Yang, Jiajia Li, En Ci, Lefei Zhang, Zuchao Li, Ping Wang
2025 J jnl
Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction.
CoRR
Lu Yang, Jiajia Li, En Ci, Lefei Zhang, Zuchao Li, Ping Wang
2025 J jnl
MPG-SAM 2: Adapting SAM 2 with Mask Priors and Global Context for Referring Video Object Segmentation.
CoRR
Fu Rong, Meng Lan, Qian Zhang, Lefei Zhang
2025 J jnl
Mamba-driven hierarchical temporal multimodal alignment for referring video object segmentation.
Neurocomputing
Le Liang, Lefei Zhang
2025 J jnl
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification.
CoRR
Yapeng Li, Yong Luo, Lefei Zhang, Zengmao Wang, Bo Du
2025 J jnl
MambaMoE: Mixture-of-Spectral-Spatial-Experts State Space Model for Hyperspectral Image Classification.
CoRR
Yichu Xu, Di Wang, Hongzan Jiao, Lefei Zhang, Liangpei Zhang
2025 J jnl
Mixed-noise robust tensor multi-view clustering via adaptive dictionary learning.
Inf. Fusion
Jing-Hua Yang, Yi Zhou, Lefei Zhang, Heng-Chao Li
2025 J jnl
Model Hemorrhage and the Robustness Limits of Large Language Models.
CoRR
Ziyang Ma, Zuchao Li, Lefei Zhang, Gui-Song Xia, Bo Du, Liangpei Zhang, Dacheng Tao
2025 A* conf
Multimodal Decomposed Distillation with Instance Alignment and Uncertainty Compensation for Thermal Object Detection.
ACM Multimedia
Yanfeng Liu, Lefei Zhang
2025 — conf
NOTA: Multimodal Music Notation Understanding for Visual Large Language Model.
NAACL (Findings)
Mingni Tang, Jiajia Li, Lu Yang, Zhiqiang Zhang, Jinhao Tian, Zuchao Li, Lefei Zhang, Ping Wang
2025 J jnl
NOTA: Multimodal Music Notation Understanding for Visual Large Language Model.
CoRR
Mingni Tang, Jiajia Li, Lu Yang, Zhiqiang Zhang, Jinghao Tian, Zuchao Li, Lefei Zhang, Ping Wang
2025 J jnl
Neural Discrete Representation Learning for Sparse-View CBCT Reconstruction: From Algorithm Design to Prospective Multicenter Clinical Evaluation.
CoRR
Haoshen Wang, Lei Chen, Wei-Hua Zhang, Linxia Wu, Yong Luo, Zengmao Wang, Yuan Xiong, Chengcheng Zhu, Wenjuan Tang, Xueyi Zhang, Wei Zhou, Xuhua Duan, Lefei Zhang, Gao-Jun Teng, Bo Du, Huangxuan Zhao
2025 J jnl
OFL-SAM2: Prompt SAM2 with Online Few-shot Learner for Efficient Medical Image Segmentation.
CoRR
Meng Lan, Lefei Zhang, Xiaomeng Li
2025 J jnl
OmniBridge: Unified Multimodal Understanding, Generation, and Retrieval via Latent Space Alignment.
CoRR
Teng Xiao, Zuchao Li, Lefei Zhang
2025 J jnl
PTDNet: Progressive Temporal Difference Network With Global Guidance for Building Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Zhiqi Zhang, Jiaqi Cai, Zhiwei Ye, Lefei Zhang, Mi Wang
2025 J jnl
Proto-Former: Unified Facial Landmark Detection by Prototype Transformer.
CoRR
Shengkai Hu, Haozhe Qi, Jun Wan, Jiaxing Huang, Lefei Zhang, Hang Sun, Dacheng Tao
2025 J jnl
Refining Few-Step Text-to-Multiview Diffusion via Reinforcement Learning.
CoRR
Ziyi Zhang, Li Shen, Deheng Ye, Yong Luo, Huangxuan Zhao, Lefei Zhang
2025 J jnl
ResAD: Normalized Residual Trajectory Modeling for End-to-End Autonomous Driving.
CoRR
Zhiyu Zheng, Shaoyu Chen, Haoran Yin, Xinbang Zhang, Jialv Zou, Xinggang Wang, Qian Zhang, Lefei Zhang
2025 J jnl
S5: Scalable Semi-Supervised Semantic Segmentation in Remote Sensing.
CoRR
Liang Lv, Di Wang, Jing Zhang, Lefei Zhang
2025 J jnl
Sandbox: safeguarded multi-label learning through safe optimal transport.
Mach. Learn.
Lefei Zhang, Geng Yu, Jiangchao Yao, Yew-Soon Ong, Ivor W. Tsang, James T. Kwok
2025 A* conf
ScaleMatch: Multi-scale Consistency Enhancement for Semi-supervised Semantic Segmentation.
AAAI
Liang Lv, Lefei Zhang
2025 J jnl
Scaling LLM Speculative Decoding: Non-Autoregressive Forecasting in Large-Batch Scenarios.
CoRR
Luohe Shi, Zuchao Li, Lefei Zhang, Baoyuan Qi, Guoming Liu, Hai Zhao
2025 — conf
Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models.
ACL (1)
Zihong Zhang, Liqi He, Zuchao Li, Lefei Zhang, Hai Zhao, Bo Du
2025 J jnl
Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models.
CoRR
Zihong Zhang, Liqi He, Zuchao Li, Lefei Zhang, Hai Zhao, Bo Du
2025 A* conf
SongSong: A Time Phonograph for Chinese SongCi Music from Thousand of Years Away.
AAAI
Jiliang Hu, Jiajia Li, Ziyi Pan, Chong Chen, Zuchao Li, Ping Wang, Lefei Zhang
2025 A* conf
Spatial-Spectral Similarity-Guided Fusion Network for Pansharpening.
IJCAI
Jiazhuang Xiong, Yongshan Zhang, Xinxin Wang, Lefei Zhang
2025 — conf
SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep Layers.
ACL (1)
Zicong Tang, Luohe Shi, Zuchao Li, Baoyuan Qi, Guoming Liu, Lefei Zhang, Ping Wang
2025 J jnl
SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep Layers.
CoRR
Zicong Tang, Luohe Shi, Zuchao Li, Baoyuan Qi, Guoming Liu, Lefei Zhang, Ping Wang
2025 J jnl
Structured Anchor Learning for Large-Scale Hyperspectral Image Projected Clustering.
IEEE Trans. Circuits Syst. Video Technol.
Guozhu Jiang, Yongshan Zhang, Xinxin Wang, Xinwei Jiang, Lefei Zhang
2025 J jnl
Structured Cross-Resolution Distillation for Remote Sensing Salient Object Detection.
IEEE Trans. Geosci. Remote. Sens.
Yanfeng Liu, Xin Zhang, Wei Guo, Lefei Zhang
2025 J jnl
TGC-Net: A Structure-Aware and Semantically-Aligned Framework for Text-Guided Medical Image Segmentation.
CoRR
Gaoren Lin, Huangxuan Zhao, Yuan Xiong, Lefei Zhang, Bo Du, Wentao Zhu
2025 J jnl
TPOV-Seg: Textually Enhanced Prompt Tuning of Vision-Language Models for Open-Vocabulary Remote Sensing Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Xiaokang Zhang, Chufeng Zhou, Jianzhong Huang, Lefei Zhang
2025 A* conf
The Energy Loss Phenomenon in RLHF: A New Perspective on Mitigating Reward Hacking.
ICML
Yuchun Miao, Sen Zhang, Liang Ding, Yuqi Zhang, Lefei Zhang, Dacheng Tao
2025 J jnl
The Energy Loss Phenomenon in RLHF: A New Perspective on Mitigating Reward Hacking.
CoRR
Yuchun Miao, Sen Zhang, Liang Ding, Yuqi Zhang, Lefei Zhang, Dacheng Tao
2025 A* conf
ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models.
EMNLP
Jiani Guo, Zuchao Li, Jie Wu, Qianren Wang, Yun Li, Lefei Zhang, Hai Zhao, Yu-Jiu Yang
2025 J jnl
ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models.
CoRR
Jiani Guo, Zuchao Li, Jie Wu, Qianren Wang, Yun Li, Lefei Zhang, Hai Zhao, Yujiu Yang
2025 J jnl
UniRS: Toward Unified Multitask Fine-Tuning for Remote Sensing Foundation Model.
IEEE Trans. Geosci. Remote. Sens.
Zhiyu Zheng, Liang Lv, Jianan He, Lefei Zhang
2025 J jnl
UniUIR: Considering Underwater Image Restoration as An All-in-One Learner.
CoRR
Xu Zhang, Huan Zhang, Guoli Wang, Qian Zhang, Lefei Zhang, Bo Du
2025 A* conf
What Limits Bidirectional Model's Generative Capabilities? A Uni-Bi-Directional Mixture-of-Expert Method For Bidirectional Fine-tuning.
ICML
Zuchao Li, Yonghua Hei, Qiwei Li, Lefei Zhang, Ping Wang, Hai Zhao, Baoyuan Qi, Guoming Liu
2024 A conf
A Coin Has Two Sides: A Novel Detector-Corrector Framework for Chinese Spelling Correction.
ECAI
Xiangke Zeng, Zuchao Li, Lefei Zhang, Ping Wang, Hongqiu Wu, Hai Zhao
2024 J jnl
A Coin Has Two Sides: A Novel Detector-Corrector Framework for Chinese Spelling Correction.
CoRR
Xiangke Zeng, Zuchao Li, Lefei Zhang, Ping Wang, Hongqiu Wu, Hai Zhao
2024 A* conf
A Novel Energy Based Model Mechanism for Multi-Modal Aspect-Based Sentiment Analysis.
AAAI
Tianshuo Peng, Zuchao Li, Ping Wang, Lefei Zhang, Hai Zhao
2024 J jnl
A Universal Knowledge Embedded Contrastive Learning Framework for Hyperspectral Image Classification.
CoRR
Quanwei Liu, Yanni Dong, Tao Huang, Lefei Zhang, Bo Du
2024 J jnl
AGMS: Adversarial Sample Generation-Based Multiscale Siamese Network for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Fulin Luo, Shanshan Shi, Tan Guo, Yanni Dong, Lefei Zhang, Bo Du
2024 J jnl
Advancing Data-Efficient Exploitation for Semi-Supervised Remote Sensing Images Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Liang Lv, Lefei Zhang
2024 J jnl
Bidirectional correlation-driven inter-frame interaction Transformer for referring video object segmentation.
Pattern Recognit.
Meng Lan, Fu Rong, Zuchao Li, Wei Yu, Lefei Zhang
2024 J jnl
Bootstrapping Interactive Image-Text Alignment for Remote Sensing Image Captioning.
IEEE Trans. Geosci. Remote. Sens.
Cong Yang, Zuchao Li, Lefei Zhang
2024 — conf
Centroid-Centered Modeling for Efficient Vision Transformer Pre-Training.
PRCV (4)
Xin Yan, Zuchao Li, Lefei Zhang
2024 J jnl
Convex-Concave Tensor Robust Principal Component Analysis.
Int. J. Comput. Vis.
Youfa Liu, Bo Du, Yongyong Chen, Lefei Zhang, Mingming Gong, Dacheng Tao
2024 J jnl
Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution.
IEEE Trans. Image Process.
Shi Chen, Lefei Zhang, Liangpei Zhang
2024 J jnl
DF3Net: Dual frequency feature fusion network with hierarchical transformer for image inpainting.
Inf. Fusion
Muqi Huang, Wei Yu, Lefei Zhang
2024 J jnl
DSQNet: Enhancing Change Detection Network via Deep Semantics Query for Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Zilin Qin, Lefei Zhang
2024 A* conf
Driving Scene Understanding with Traffic Scene-Assisted Topology Graph Transformer.
ACM Multimedia
Fu Rong, Wenjin Peng, Meng Lan, Qian Zhang, Lefei Zhang
2024 J jnl
Dual Graph Learning Affinity Propagation for Multimodal Remote Sensing Image Clustering.
IEEE Trans. Geosci. Remote. Sens.
Yongshan Zhang, Shuaikang Yan, Xinwei Jiang, Lefei Zhang, Zhihua Cai, Jun Li
2024 J jnl
Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging.
CoRR
Li Shen, Anke Tang, Enneng Yang, Guibing Guo, Yong Luo, Lefei Zhang, Xiaochun Cao, Bo Du, Dacheng Tao
2024 A* conf
Eliminating the Cross-Domain Misalignment in Text-guided Image Inpainting.
IJCAI
Muqi Huang, Chaoyue Wang, Yong Luo, Lefei Zhang
2024 J jnl
Enhancing Perception of Key Changes in Remote Sensing Image Change Captioning.
CoRR
Cong Yang, Zuchao Li, Hongzan Jiao, Zhi Gao, Lefei Zhang
2024 J jnl
Enhancing the Semi-Supervised Semantic Segmentation With Prototype-Based Supervision for Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Zhiyu Zheng, Liang Lv, Lefei Zhang
2024 J jnl
Fast Projected Fuzzy Clustering With Anchor Guidance for Multimodal Remote Sensing Imagery.
IEEE Trans. Image Process.
Yongshan Zhang, Shuaikang Yan, Lefei Zhang, Bo Du
2024 J jnl
HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model.
CoRR
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
2024 J jnl
Imitate Before Detect: Aligning Machine Stylistic Preference for Machine-Revised Text Detection.
CoRR
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, Jie Zhang, Lefei Zhang
2024 A* conf
InfoRM: Mitigating Reward Hacking in RLHF via Information-Theoretic Reward Modeling.
NeurIPS
Yuchun Miao, Sen Zhang, Liang Ding, Rong Bao, Lefei Zhang, Dacheng Tao
2024 J jnl
Intention Analysis Prompting Makes Large Language Models A Good Jailbreak Defender.
CoRR
Yuqi Zhang, Liang Ding, Lefei Zhang, Dacheng Tao
2024 J jnl
Language Query-Based Transformer With Multiscale Cross-Modal Alignment for Visual Grounding on Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Meng Lan, Fu Rong, Hongzan Jiao, Zhi Gao, Lefei Zhang
2024 J jnl
M
CoRR
Ning Wang, Lefei Zhang, Angel X. Chang
2024 — conf
MAdapter: A Better Interaction Between Image and Language for Medical Image Segmentation.
MICCAI (9)
Xu Zhang, Bo Ni, Yang Yang, Lefei Zhang
2024 J jnl
MGIMM: Multi-Granularity Instruction Multimodal Model for Attribute-Guided Remote Sensing Image Detailed Description.
CoRR
Cong Yang, Zuchao Li, Lefei Zhang
2024 J jnl
MGIMM: Multi-Granularity Instruction Multimodal Model for Attribute-Guided Remote Sensing Image Detailed Description.
IEEE Trans. Geosci. Remote. Sens.
Cong Yang, Zuchao Li, Lefei Zhang
2024 J jnl
MICCF: A Mutual Information Constrained Clustering Framework for Learning Clustering-Oriented Feature Representations.
ACM Trans. Knowl. Discov. Data
Hongyu Li, Lefei Zhang, Kehua Su, Wei Yu
2024 A* conf
MMSite: A Multi-modal Framework for the Identification of Active Sites in Proteins.
NeurIPS
Song Ouyang, Huiyu Cai, Yong Luo, Kehua Su, Lefei Zhang, Bo Du
2024 J jnl
MambaHSI: Spatial-Spectral Mamba for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yapeng Li, Yong Luo, Lefei Zhang, Zengmao Wang, Bo Du
2024 A* conf
Merging Multi-Task Models via Weight-Ensembling Mixture of Experts.
ICML
Anke Tang, Li Shen, Yong Luo, Nan Yin, Lefei Zhang, Dacheng Tao
2024 J jnl
Merging Multi-Task Models via Weight-Ensembling Mixture of Experts.
CoRR
Anke Tang, Li Shen, Yong Luo, Nan Yin, Lefei Zhang, Dacheng Tao
2024 J jnl
Mitigating Reward Hacking via Information-Theoretic Reward Modeling.
CoRR
Yuchun Miao, Sen Zhang, Liang Ding, Rong Bao, Lefei Zhang, Dacheng Tao
2024 J jnl
Multi-Task Learning With Multi-Query Transformer for Dense Prediction.
IEEE Trans. Circuits Syst. Video Technol.
Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Lefei Zhang
2024 A* conf
Multi-modal Auto-regressive Modeling via Visual Tokens.
ACM Multimedia
Tianshuo Peng, Zuchao Li, Lefei Zhang, Hai Zhao, Ping Wang, Bo Du
2024 J jnl
Multi-modal Auto-regressive Modeling via Visual Words.
CoRR
Tianshuo Peng, Zuchao Li, Lefei Zhang, Hai Zhao, Ping Wang, Bo Du
2024 J jnl
Perceive-IR: Learning to Perceive Degradation Better for All-in-One Image Restoration.
CoRR
Xu Zhang, Jiaqi Ma, Guoli Wang, Qian Zhang, Huan Zhang, Lefei Zhang
2024 A* conf
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models.
NeurIPS
Luohe Shi, Yao Yao, Zuchao Li, Lefei Zhang, Hai Zhao
2024 J jnl
Reference Trustable Decoding: A Training-Free Augmentation Paradigm for Large Language Models.
CoRR
Luohe Shi, Yao Yao, Zuchao Li, Lefei Zhang, Hai Zhao
2024 J jnl
Robust multiple subspaces transfer for heterogeneous domain adaptation.
Pattern Recognit.
Youfa Liu, Bo Du, Yongyong Chen, Lefei Zhang
2024 J jnl
SDST: Self-Supervised Double-Structure Transformer for Hyperspectral Images Clustering.
IEEE Trans. Geosci. Remote. Sens.
Fulin Luo, Yi Liu, Yule Duan, Tan Guo, Lefei Zhang, Bo Du
2024 J jnl
SMILE: Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models.
CoRR
Anke Tang, Li Shen, Yong Luo, Shuai Xie, Han Hu, Lefei Zhang, Bo Du, Dacheng Tao
2024 J jnl
Selective Transformer for Hyperspectral Image Classification.
CoRR
Yichu Xu, Di Wang, Lefei Zhang, Liangpei Zhang
2024 A* conf
Sparse is Enough in Fine-tuning Pre-trained Large Language Models.
ICML
Weixi Song, Zuchao Li, Lefei Zhang, Hai Zhao, Bo Du
2024 J jnl
Spatial Focused Bitemporal Interactive Network for Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Hang Sun, Yuan Yao, Lefei Zhang, Dong Ren
2024 J jnl
S³ANet: Spatial-Spectral Self-Attention Learning Network for Defending Against Adversarial Attacks in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Yichu Xu, Yonghao Xu, Hongzan Jiao, Zhi Gao, Lefei Zhang
2024 J jnl
Tracking With Saliency Region Transformer.
IEEE Trans. Image Process.
Tianpeng Liu, Jing Li, Jia Wu, Lefei Zhang, Jun Chang, Jun Wan, Lezhi Lian
2024 A* conf
VHASR: A Multimodal Speech Recognition System With Vision Hotwords.
EMNLP
Jiliang Hu, Zuchao Li, Ping Wang, Haojun Ai, Lefei Zhang, Hai Zhao
2024 J jnl
VHASR: A Multimodal Speech Recognition System With Vision Hotwords.
CoRR
Jiliang Hu, Zuchao Li, Ping Wang, Haojun Ai, Lefei Zhang, Hai Zhao
2024 J jnl
Venturing into Uncharted Waters: The Navigation Compass from Transformer to Mamba.
CoRR
Yuchen Zou, Yineng Chen, Zuchao Li, Lefei Zhang, Hai Zhao
2023 J jnl
A Novel Energy based Model Mechanism for Multi-modal Aspect-Based Sentiment Analysis.
CoRR
Tianshuo Peng, Zuchao Li, Ping Wang, Lefei Zhang, Hai Zhao
2023 A* conf
Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers.
ICML
Yineng Chen, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao
2023 J jnl
Bidirectional Looking with A Novel Double Exponential Moving Average to Adaptive and Non-adaptive Momentum Optimizers.
CoRR
Yineng Chen, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao
2023 J jnl
Bootstrapping Interactive Image-Text Alignment for Remote Sensing Image Captioning.
CoRR
Cong Yang, Zuchao Li, Lefei Zhang
2023 J jnl
Centroid-centered Modeling for Efficient Vision Transformer Pre-training.
CoRR
Xin Yan, Zuchao Li, Lefei Zhang, Bo Du, Dacheng Tao
2023 A* conf
Cross-Domain Facial Expression Recognition via Disentangling Identity Representation.
IJCAI
Tong Liu, Jing Li, Jia Wu, Lefei Zhang, Shanshan Zhao, Jun Chang, Jun Wan
2023 J jnl
Cross-Scope Spatial-Spectral Information Aggregation for Hyperspectral Image Super-Resolution.
CoRR
Shi Chen, Lefei Zhang, Liangpei Zhang
2023 A* conf
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration.
ICCV
Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2023 J jnl
DDS2M: Self-Supervised Denoising Diffusion Spatio-Spectral Model for Hyperspectral Image Restoration.
CoRR
Yuchun Miao, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2023 A* conf
DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction.
AAAI
Yangyang Xu, Yibo Yang, Lefei Zhang
2023 J jnl
DeMT: Deformable Mixer Transformer for Multi-Task Learning of Dense Prediction.
CoRR
Yangyang Xu, Yibo Yang, Lefei Zhang
2023 J jnl
Deformable Mixer Transformer with Gating for Multi-Task Learning of Dense Prediction.
CoRR
Yangyang Xu, Yibo Yang, Bernard Ghanem, Lefei Zhang, Bo Du, Dacheng Tao
2023 A* conf
Dual Mutual Information Constraints for Discriminative Clustering.
AAAI
Hongyu Li, Lefei Zhang, Kehua Su
2023 — conf
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction.
ACL (1)
Tianshuo Peng, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao
2023 J jnl
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction.
CoRR
Tianshuo Peng, Zuchao Li, Lefei Zhang, Bo Du, Hai Zhao
2023 J jnl
Fused pyramid attention network for single image super-resolution.
IET Image Process.
Shi Chen, Xiuping Bi, Lefei Zhang
2023 A* conf
Learning to Learn Better for Video Object Segmentation.
AAAI
Meng Lan, Jing Zhang, Lefei Zhang, Dacheng Tao
2023 J jnl
MSDformer: Multiscale Deformable Transformer for Hyperspectral Image Super-Resolution.
IEEE Trans. Geosci. Remote. Sens.
Shi Chen, Lefei Zhang, Liangpei Zhang
2023 J jnl
Monocular Road Planar Parallax Estimation.
IEEE Trans. Image Process.
Haobo Yuan, Teng Chen, Wei Sui, Jiafeng Xie, Lefei Zhang, Yuan Li, Qian Zhang
2023 B conf
Multi-Scale Depth-Aware Unsupervised Domain Adaption in Semantic Segmentation.
IJCNN
Congying Xing, Lefei Zhang
2023 A* conf
Multi-Task Learning with Knowledge Distillation for Dense Prediction.
ICCV
Yangyang Xu, Yibo Yang, Lefei Zhang
2023 J jnl
Neural Collapse Terminus: A Unified Solution for Class Incremental Learning and Its Variants.
CoRR
Yibo Yang, Haobo Yuan, Xiangtai Li, Jianlong Wu, Lefei Zhang, Zhouchen Lin, Philip H. S. Torr, Dacheng Tao, Bernard Ghanem
2023 J jnl
Partial Siamese With Multiscale Bi-Codec Networks for Remote Sensing Image Haze Removal.
IEEE Trans. Geosci. Remote. Sens.
Hang Sun, Zhiming Luo, Dong Ren, Wei Hu, Bo Du, Wen Yang, Jun Wan, Lefei Zhang
2023 J jnl
ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration.
CoRR
Jiaqi Ma, Tianheng Cheng, Guoli Wang, Qian Zhang, Xinggang Wang, Lefei Zhang
2023 J jnl
Referring Video Object Segmentation with Inter-Frame Interaction and Cross-Modal Correlation.
CoRR
Meng Lan, Fu Rong, Lefei Zhang
2023 J jnl
Restoration and enhancement on low exposure raw images by joint demosaicing and denoising.
Neural Networks
Jiaqi Ma, Guoli Wang, Lefei Zhang, Qian Zhang
2023 J jnl
Sparse is Enough in Fine-tuning Pre-trained Large Language Model.
CoRR
Weixi Song, Zuchao Li, Lefei Zhang, Hai Zhao, Bo Du
2023 A* conf
iRe2f: Rethinking Effective Refinement in Language Structure Prediction via Efficient Iterative Retrospecting and Reasoning.
IJCAI
Zuchao Li, Xingyi Guo, Letian Peng, Lefei Zhang, Hai Zhao
2022 A* conf
Atrous Pyramid Transformer with Spectral Convolution for Image Inpainting.
ACM Multimedia
Muqi Huang, Lefei Zhang
2022 — conf
BSAM: Bidirectional Scene-Aware Mixup for Unsupervised Domain Adaptation in Semantic Segmentation.
CICAI (1)
Congying Xing, Gao Li, Lefei Zhang
2022 — conf
DGMLP: Deformable Gating MLP Sharing for Multi-Task Learning.
CICAI (1)
Yangyang Xu, Lefei Zhang
2022 A* conf
ELMformer: Efficient Raw Image Restoration with a Locally Multiplicative Transformer.
ACM Multimedia
Jiaqi Ma, Shengyuan Yan, Lefei Zhang, Guoli Wang, Qian Zhang
2022 J jnl
ELMformer: Efficient Raw Image Restoration with a Locally Multiplicative Transformer.
CoRR
Jiaqi Ma, Shengyuan Yan, Lefei Zhang, Guoli Wang, Qian Zhang
2022 A* conf
GT-MUST: Gated Try-on by Learning the Mannequin-Specific Transformation.
ACM Multimedia
Ning Wang, Jing Zhang, Lefei Zhang, Dacheng Tao
2022 J jnl
Hyperspectral Anomaly Detection Based on Machine Learning: An Overview.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yichu Xu, Lefei Zhang, Bo Du, Liangpei Zhang
2022 J jnl
Learning to Learn Better for Video Object Segmentation.
CoRR
Meng Lan, Jing Zhang, Lefei Zhang, Dacheng Tao
2022 J jnl
LocalDrop: A Hybrid Regularization for Deep Neural Networks.
IEEE Trans. Pattern Anal. Mach. Intell.
Ziqing Lu, Chang Xu, Bo Du, Takashi Ishida, Lefei Zhang, Masashi Sugiyama
2022 J jnl
Multi-Task Learning with Multi-query Transformer for Dense Prediction.
CoRR
Yangyang Xu, Xiangtai Li, Haobo Yuan, Yibo Yang, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao
2022 — conf
NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results.
CVPR Workshops
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
2022 — conf
PolyphonicFormer: Unified Query Learning for Depth-Aware Video Panoptic Segmentation.
ECCV (27)
Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao
2022 A* conf
Siamese Network with Interactive Transformer for Video Object Segmentation.
AAAI
Meng Lan, Jing Zhang, Fengxiang He, Lefei Zhang
2022 J jnl
Stagewise Unsupervised Domain Adaptation With Adversarial Self-Training for Road Segmentation of Remote-Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Lefei Zhang, Meng Lan, Jing Zhang, Dacheng Tao
2022 — conf
Unsupervised Ensemble Distillation for Multi-Organ Segmentation.
ISBI
Lefei Zhang, Shixiang Feng, Yu Wang, Yanfeng Wang, Ya Zhang, Xin Chen, Qi Tian
2021 A* conf
Addressing Domain Gap via Content Invariant Representation for Semantic Segmentation.
AAAI
Li Gao, Lefei Zhang, Qian Zhang
2021 — conf
Combining CNN with Pathological Information for the Detection of Transmissive Lesions of Jawbones from CBCT Images.
EMBC
Zimo Huang, Tian Xia, Jinman Kim, Lefei Zhang, Bo Li
2021 A* conf
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation.
ACM Multimedia
Li Gao, Jing Zhang, Lefei Zhang, Dacheng Tao
2021 J jnl
DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic Segmentation.
CoRR
Li Gao, Jing Zhang, Lefei Zhang, Dacheng Tao
2021 J jnl
Discriminative subspace matrix factorization for multiview data clustering.
Pattern Recognit.
Jiaqi Ma, Yipeng Zhang, Lefei Zhang
2021 J jnl
Dynamic Selection Network for Image Inpainting.
IEEE Trans. Image Process.
Ning Wang, Yipeng Zhang, Lefei Zhang
2021 J jnl
Incorporating Distribution Matching into Uncertainty for Multiple Kernel Active Learning.
IEEE Trans. Knowl. Data Eng.
Zengmao Wang, Bo Du, Weiping Tu, Lefei Zhang, Dacheng Tao
2021 J jnl
LocalDrop: A Hybrid Regularization for Deep Neural Networks.
CoRR
Ziqing Lu, Chang Xu, Bo Du, Takashi Ishida, Lefei Zhang, Masashi Sugiyama
2021 J jnl
Monocular Road Planar Parallax Estimation.
CoRR
Haobo Yuan, Teng Chen, Wei Sui, Jiafeng Xie, Lefei Zhang, Yuan Li, Qian Zhang
2021 J jnl
Nonlocal Low-Rank Tensor Completion for Visual Data.
IEEE Trans. Cybern.
Lefei Zhang, Liangchen Song, Bo Du, Yipeng Zhang
2021 J jnl
PolyphonicFormer: Unified Query Learning for Depth-aware Video Panoptic Segmentation.
CoRR
Haobo Yuan, Xiangtai Li, Yibo Yang, Guangliang Cheng, Jing Zhang, Yunhai Tong, Lefei Zhang, Dacheng Tao
2021 J jnl
Siamese Network with Interactive Transformer for Video Object Segmentation.
CoRR
Meng Lan, Jing Zhang, Fengxiang He, Lefei Zhang
2021 J jnl
Stagewise Unsupervised Domain Adaptation with Adversarial Self-Training for Road Segmentation of Remote Sensing Images.
CoRR
Lefei Zhang, Meng Lan, Jing Zhang, Dacheng Tao
2021 J jnl
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.
Chen Wu, Sihan Zhu, Jiaqi Yang, Meiqi Hu, Bo Du, Liangpei Zhang, Lefei Zhang, Chengxi Han, Meng Lan
2021 J jnl
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
Chen Wu, Sihan Zhu, Jiaqi Yang, Meiqi Hu, Bo Du, Liangpei Zhang, Lefei Zhang, Chengxi Han, Meng Lan
2020 J jnl
Data-augmented matched subspace detector for hyperspectral subpixel target detection.
Pattern Recognit.
Xiaochen Yang, Mingzhi Dong, Ziyu Wang, Lianru Gao, Lefei Zhang, Jing-Hao Xue
2020 J jnl
Dimensionality Reduction With Enhanced Hybrid-Graph Discriminant Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Fulin Luo, Liangpei Zhang, Bo Du, Lefei Zhang
2020 A* conf
E3SN: Efficient End-to-End Siamese Network for Video Object Segmentation.
IJCAI
Meng Lan, Yipeng Zhang, Qinning Xu, Lefei Zhang
2020 J jnl
Global context based automatic road segmentation via dilated convolutional neural network.
Inf. Sci.
Meng Lan, Yipeng Zhang, Lefei Zhang, Bo Du
2020 J jnl
Homologous Component Analysis for Domain Adaptation.
IEEE Trans. Image Process.
Youfa Liu, Weiping Tu, Bo Du, Lefei Zhang, Dacheng Tao
2020 J jnl
Learning From Synthetic Images via Active Pseudo-Labeling.
IEEE Trans. Image Process.
Liangchen Song, Yonghao Xu, Lefei Zhang, Bo Du, Qian Zhang, Xinggang Wang
2020 J jnl
Learning selection channels for image steganalysis in spatial domain.
Neurocomputing
Weixiang Ren, Liming Zhai, Ju Jia, Lina Wang, Lefei Zhang
2020 J jnl
Multiscale Dynamic Graph Convolutional Network for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Sheng Wan, Chen Gong, Ping Zhong, Bo Du, Lefei Zhang, Jian Yang
2020 J jnl
Multistage attention network for image inpainting.
Pattern Recognit.
Ning Wang, Sihan Ma, Jingyuan Li, Yipeng Zhang, Lefei Zhang
2020 A* conf
Parallel DNN Inference Framework Leveraging a Compact RISC-V ISA-based Multi-core System.
KDD
Yipeng Zhang, Bo Du, Lefei Zhang, Jia Wu
2020 A* conf
Recurrent Feature Reasoning for Image Inpainting.
CVPR
Jingyuan Li, Ning Wang, Lefei Zhang, Bo Du, Dacheng Tao
2020 J jnl
Recurrent Feature Reasoning for Image Inpainting.
CoRR
Jingyuan Li, Ning Wang, Lefei Zhang, Bo Du, Dacheng Tao
2020 J jnl
Robust face alignment by cascaded regression and de-occlusion.
Neural Networks
Jun Wan, Jing Li, Zhihui Lai, Bo Du, Lefei Zhang
2020 J jnl
Robust learning with imperfect privileged information.
Artif. Intell.
Xue Li, Bo Du, Chang Xu, Yipeng Zhang, Lefei Zhang, Dacheng Tao
2020 J jnl
Transferable heterogeneous feature subspace learning for JPEG mismatched steganalysis.
Pattern Recognit.
Ju Jia, Liming Zhai, Weixiang Ren, Lina Wang, Yanzhen Ren, Lefei Zhang
2020 J jnl
Unsupervised domain adaptive re-identification: Theory and practice.
Pattern Recognit.
Liangchen Song, Cheng Wang, Lefei Zhang, Bo Du, Qian Zhang, Chang Huang, Xinggang Wang
2019 J jnl
A robust dimensionality reduction and matrix factorization framework for data clustering.
Pattern Recognit. Lett.
Ruyue Li, Lefei Zhang, Bo Du
2019 A* conf
Accelerated Inference Framework of Sparse Neural Network Based on Nested Bitmask Structure.
IJCAI
Yipeng Zhang, Bo Du, Lefei Zhang, Rongchun Li, Yong Dou
2019 J jnl
Can We Track Targets From Space? A Hybrid Kernel Correlation Filter Tracker for Satellite Video.
IEEE Trans. Geosci. Remote. Sens.
Jia Shao, Bo Du, Chen Wu, Lefei Zhang
2019 J jnl
Domain Transfer Learning for Hyperspectral Image Super-Resolution.
Remote. Sens.
Xiaoyan Li, Lefei Zhang, Jane You
2019 J jnl
Exploring Representativeness and Informativeness for Active Learning.
CoRR
Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu, Jialie Shen, Dacheng Tao
2019 A* conf
Fast Spatio-Temporal Residual Network for Video Super-Resolution.
CVPR
Sheng Li, Fengxiang He, Bo Du, Lefei Zhang, Yonghao Xu, Dacheng Tao
2019 J jnl
Fast Spatio-Temporal Residual Network for Video Super-Resolution.
CoRR
Sheng Li, Fengxiang He, Bo Du, Lefei Zhang, Yonghao Xu, Dacheng Tao
2019 J jnl
Feature Learning Using Spatial-Spectral Hypergraph Discriminant Analysis for Hyperspectral Image.
IEEE Trans. Cybern.
Fulin Luo, Bo Du, Liangpei Zhang, Lefei Zhang, Dacheng Tao
2019 J jnl
Hyperspectral image unsupervised classification by robust manifold matrix factorization.
Inf. Sci.
Lefei Zhang, Liangpei Zhang, Bo Du, Jane You, Dacheng Tao
2019 A conf
Leveraging Ratings and Reviews with Gating Mechanism for Recommendation.
CIKM
Haifeng Xia, Zengmao Wang, Bo Du, Lefei Zhang, Shuai Chen, Gang Chun
2019 J jnl
Locally Weighted Discriminant Analysis for Hyperspectral Image Classification.
Remote. Sens.
Xiaoyan Li, Lefei Zhang, Jane You
2019 J jnl
MSDH: Matched subspace detector with heterogeneous noise.
Pattern Recognit. Lett.
Xiaochen Yang, Lefei Zhang, Lianru Gao, Jing-Hao Xue
2019 A* conf
MUSICAL: Multi-Scale Image Contextual Attention Learning for Inpainting.
IJCAI
Ning Wang, Jingyuan Li, Lefei Zhang, Bo Du
2019 J jnl
Multi-scale Dynamic Graph Convolutional Network for Hyperspectral Image Classification.
CoRR
Sheng Wan, Chen Gong, Ping Zhong, Bo Du, Lefei Zhang, Jian Yang
2019 J jnl
On Gleaning Knowledge From Cross Domains by Sparse Subspace Correlation Analysis for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Xue Li, Liangpei Zhang, Bo Du, Lefei Zhang
2019 J jnl
On combining active and transfer learning for medical data classification.
IET Comput. Vis.
Xinyao Tang, Bo Du, Jianzhong Huang, Zengmao Wang, Lefei Zhang
2019 A* conf
Progressive Reconstruction of Visual Structure for Image Inpainting.
ICCV
Jingyuan Li, Fengxiang He, Lefei Zhang, Bo Du, Dacheng Tao
2019 A* conf
Pseudo Supervised Matrix Factorization in Discriminative Subspace.
IJCAI
Jiaqi Ma, Yipeng Zhang, Lefei Zhang, Bo Du, Dapeng Tao
2019 J jnl
Robust Graph-Based Semisupervised Learning for Noisy Labeled Data via Maximum Correntropy Criterion.
IEEE Trans. Cybern.
Bo Du, Xinyao Tang, Zengmao Wang, Lefei Zhang, Dacheng Tao
2019 J jnl
Robust and Discriminative Labeling for Multi-label Active Learning Based on Maximum Correntropy Criterion.
CoRR
Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2019 A* conf
Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation.
AAAI
Yonghao Xu, Bo Du, Lefei Zhang, Qian Zhang, Guoli Wang, Liangpei Zhang
2019 A conf
Self-Paced Subspace Clustering.
ICME
Youfa Liu, Bo Du, Lefei Zhang
2019 J jnl
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images.
CoRR
Lefei Zhang, Qian Zhang, Bo Du, Xin Huang, Yuan Yan Tang, Dacheng Tao
2019 J jnl
Tracking Objects From Satellite Videos: A Velocity Feature Based Correlation Filter.
IEEE Trans. Geosci. Remote. Sens.
Jia Shao, Bo Du, Chen Wu, Lefei Zhang
2018 — conf
Defect Detection from UAV Images Based on Region-Based CNNs.
ICDM Workshops
Meng Lan, Yipeng Zhang, Lefei Zhang, Bo Du
2018 J jnl
Defect Detection from UAV Images based on Region-Based CNNs.
CoRR
Meng Lan, Yipeng Zhang, Lefei Zhang, Bo Du
2018 C conf
Discriminant Spatial-Spectral Hypergraph Learning for Hyperspectral Image Classification.
IGARSS
Fulin Luo, Liangpei Zhang, Bo Du, Lefei Zhang, Yanni Dong
2018 J jnl
Discriminatively guided filtering (DGF) for hyperspectral image classification.
Neurocomputing
Ziyu Wang, Huafeng Hu, Lefei Zhang, Jing-Hao Xue
2018 J jnl
Hyperspectral Image Classification Based on Two-Stage Subspace Projection.
Remote. Sens.
Xiaoyan Li, Lefei Zhang, Jane You
2018 A* conf
Independent Feature and Label Components for Multi-label Classification.
ICDM
Yongjian Zhong, Chang Xu, Bo Du, Lefei Zhang
2018 A* conf
Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis.
AAAI
Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang, Jia Wu, Xuelong Li
2018 A* conf
R-SVM+: Robust Learning with Privileged Information.
IJCAI
Xue Li, Bo Du, Chang Xu, Yipeng Zhang, Lefei Zhang, Dacheng Tao
2018 A* conf
Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering.
IJCAI
Sihan Ma, Lefei Zhang, Wenbin Hu, Yipeng Zhang, Jia Wu, Xuelong Li
2018 J jnl
Simultaneous Spectral-Spatial Feature Selection and Extraction for Hyperspectral Images.
IEEE Trans. Cybern.
Lefei Zhang, Qian Zhang, Bo Du, Xin Huang, Yuan Yan Tang, Dacheng Tao
2018 A conf
TLR: Transfer Latent Representation for Unsupervised Domain Adaptation.
ICME
Pan Xiao, Bo Du, Jia Wu, Lefei Zhang, Ruimin Hu, Xuelong Li
2018 J jnl
TLR: Transfer Latent Representation for Unsupervised Domain Adaptation.
CoRR
Pan Xiao, Bo Du, Jia Wu, Lefei Zhang, Ruimin Hu, Xuelong Li
2018 J jnl
Unsupervised Domain Adaptive Re-Identification: Theory and Practice.
CoRR
Liangchen Song, Cheng Wang, Lefei Zhang, Bo Du, Qian Zhang, Chang Huang, Xinggang Wang
2017 — conf
A Low-Rank Total-Variation Regularized Tensor Completion Algorithm.
CCCV (2)
Liangchen Song, Bo Du, Lefei Zhang, Liangpei Zhang
2017 J jnl
A Mutation Operator Accelerated Quantum-Behaved Particle Swarm Optimization Algorithm for Hyperspectral Endmember Extraction.
Remote. Sens.
Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang, Yanguo Fan, Dongmei Song
2017 J jnl
A Novel Semisupervised Active-Learning Algorithm for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Xiuping Jia
2017 J jnl
A Sparse and Low-Rank Near-Isometric Linear Embedding Method for Feature Extraction in Hyperspectral Imagery Classification.
IEEE Trans. Geosci. Remote. Sens.
Weiwei Sun, Gang Yang, Bo Du, Lefei Zhang, Liangpei Zhang
2017 — conf
A spectral clustering based method for hyperspectral urban image.
JURSE
Lefei Zhang, Jane You
2017 A* conf
Adaptive Manifold Regularized Matrix Factorization for Data Clustering.
IJCAI
Lefei Zhang, Qian Zhang, Bo Du, Jane You, Dacheng Tao
2017 J jnl
Combining local and global: Rich and robust feature pooling for visual recognition.
Pattern Recognit.
Wei Xiong, Lefei Zhang, Bo Du, Dacheng Tao
2017 J jnl
Dimensionality Reduction and Classification of Hyperspectral Images Using Ensemble Discriminative Local Metric Learning.
IEEE Trans. Geosci. Remote. Sens.
Yanni Dong, Bo Du, Liangpei Zhang, Lefei Zhang
2017 J jnl
Exploring Locally Adaptive Dimensionality Reduction for Hyperspectral Image Classification: A Maximum Margin Metric Learning Aspect.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yanni Dong, Bo Du, Liangpei Zhang, Lefei Zhang
2017 J jnl
Exploring Representativeness and Informativeness for Active Learning.
IEEE Trans. Cybern.
Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu, Jialie Shen, Dacheng Tao
2017 J jnl
GPU Parallel Implementation of Isometric Mapping for Hyperspectral Classification.
IEEE Geosci. Remote. Sens. Lett.
Wan Li, Liangpei Zhang, Lefei Zhang, Bo Du
2017 J jnl
Iterative Reweighting Heterogeneous Transfer Learning Framework for Supervised Remote Sensing Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xue Li, Liangpei Zhang, Bo Du, Lefei Zhang, Qian Shi
2017 J jnl
LAM
Neurocomputing
Yanni Dong, Bo Du, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2017 B conf
Multi-class active learning: A hybrid informative and representative criterion inspired approach.
IJCNN
Zengmao Wang, Bo Du, Lefei Zhang
2017 A* conf
On Gleaning Knowledge from Multiple Domains for Active Learning.
IJCAI
Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Ruimin Hu, Dacheng Tao
2017 J jnl
PLTD: Patch-Based Low-Rank Tensor Decomposition for Hyperspectral Images.
IEEE Trans. Multim.
Bo Du, Mengfei Zhang, Lefei Zhang, Ruimin Hu, Dacheng Tao
2017 J jnl
Real-time tracking based on weighted compressive tracking and a cognitive memory model.
Signal Process.
Bo Du, Yujia Sun, Chen Wu, Lefei Zhang, Liangpei Zhang
2017 J jnl
Robust Dual Clustering with Adaptive Manifold Regularization.
IEEE Trans. Knowl. Data Eng.
Nengwen Zhao, Lefei Zhang, Bo Du, Qian Zhang, Jane You, Dacheng Tao
2017 A* conf
Robust Manifold Matrix Factorization for Joint Clustering and Feature Extraction.
AAAI
Lefei Zhang, Qian Zhang, Bo Du, Dacheng Tao, Jane You
2017 J jnl
Robust and Discriminative Labeling for Multi-Label Active Learning Based on Maximum Correntropy Criterion.
IEEE Trans. Image Process.
Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2017 J jnl
Stacked Convolutional Denoising Auto-Encoders for Feature Representation.
IEEE Trans. Cybern.
Bo Du, Wei Xiong, Jia Wu, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2017 — conf
Stochastic Decorrelation Constraint Regularized Auto-Encoder for Visual Recognition.
MMM (2)
Fengling Mao, Wei Xiong, Bo Du, Lefei Zhang
2016 J jnl
A Dissimilarity-Weighted Sparse Self-Representation Method for Band Selection in Hyperspectral Imagery Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Weiwei Sun, Liangpei Zhang, Lefei Zhang, Yenming Mark Lai
2016 — conf
A Low-Rank Tensor Decomposition Based Hyperspectral Image Compression Algorithm.
PCM (1)
Mengfei Zhang, Bo Du, Lefei Zhang, Xuelong Li
2016 J jnl
A batch-mode active learning framework by querying discriminative and representative samples for hyperspectral image classification.
Neurocomputing
Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang
2016 J jnl
A minimal Munsell value error based laser printer model.
Neurocomputing
Juhua Liu, Hai Su, Wenbin Hu, Lefei Zhang, Dacheng Tao
2016 C conf
A quantum-behaved particle swarm optimization for hyperspectral endmember extraction.
IGARSS
Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang, Yuxiang Zhang
2016 J jnl
A scene change detection framework for multi-temporal very high resolution remote sensing images.
Signal Process.
Chen Wu, Lefei Zhang, Liangpei Zhang
2016 J jnl
A spectral-spatial based local summation anomaly detection method for hyperspectral images.
Signal Process.
Bo Du, Rui Zhao, Liangpei Zhang, Lefei Zhang
2016 J jnl
Adaptive Laplacian Eigenmap-Based Dimension Reduction for Ocean Target Discrimination.
IEEE Geosci. Remote. Sens. Lett.
Lei Shi, Lefei Zhang, Lingli Zhao, Liangpei Zhang, Pingxiang Li, Dan Wu
2016 J jnl
An image-based endmember bundle extraction algorithm using reconstruction error for hyperspectral imagery.
Neurocomputing
Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang
2016 J jnl
Beyond Background Feature Extraction: An Anomaly Detection Algorithm Inspired by Slowly Varying Signal Analysis.
IEEE Trans. Geosci. Remote. Sens.
Rui Zhao, Bo Du, Liangpei Zhang, Lefei Zhang
2016 — conf
Correntropy-based robust joint sparse representation for hyperspectral image classification.
WHISPERS
Jiangtao Peng, Lefei Zhang
2016 B conf
Denoising auto-encoders toward robust unsupervised feature representation.
IJCNN
Wei Xiong, Bo Du, Lefei Zhang, Liangpei Zhang, Dacheng Tao
2016 J jnl
Hierarchical feature learning with dropout k-means for hyperspectral image classification.
Neurocomputing
Fan Zhang, Bo Du, Liangpei Zhang, Lefei Zhang
2016 J jnl
Hyperspectral signal unmixing based on constrained non-negative matrix factorization approach.
Neurocomputing
Bo Du, Shaodong Wang, Nan Wang, Lefei Zhang, Dacheng Tao, Lifu Zhang
2016 — conf
Multi-label Active Learning Based on Maximum Correntropy Criterion: Towards Robust and Discriminative Labeling.
ECCV (3)
Zengmao Wang, Bo Du, Lefei Zhang, Liangpei Zhang, Meng Fang, Dacheng Tao
2016 J jnl
Multidomain Subspace Classification for Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens.
Liangpei Zhang, Xiaojie Zhu, Lefei Zhang, Bo Du
2016 B conf
Multiview clustering based on Robust and Regularized Matrix Approximation.
ICPR
Jiameng Pu, Qian Zhang, Lefei Zhang, Bo Du, Jane You
2016 — conf
Quality improvement of hyperspectral remote sensing images: A technical overview.
WHISPERS
Huifang Li, Huanfeng Shen, Qiangqiang Yuan, Hongyan Zhang, Lefei Zhang, Liangpei Zhang
2016 J jnl
Regularized set-to-set distance metric learning for hyperspectral image classification.
Pattern Recognit. Lett.
Jiangtao Peng, Lefei Zhang, Luoqing Li
2016 A* conf
Regularizing Deep Convolutional Neural Networks with a Structured Decorrelation Constraint.
ICDM
Wei Xiong, Bo Du, Lefei Zhang, Ruimin Hu, Dacheng Tao
2016 B conf
Sparse tensor discriminative locality alignment for gait recognition.
IJCNN
Nengwen Zhao, Lefei Zhang, Bo Du, Liangpei Zhang, Dacheng Tao, Jane You
2016 J jnl
Support Tensor Machines for Classification of Hyperspectral Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Xian Guo, Xin Huang, Lefei Zhang, Liangpei Zhang, Antonio J. Plaza, Jón Atli Benediktsson
2016 — conf
The linear mixed model constrained particle swarm optimization for hyperspectral endmember extraction from highly mixed data.
WHISPERS
Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang
2015 J jnl
A hypothesis independent subpixel target detector for hyperspectral Images.
Signal Process.
Bo Du, Yuxiang Zhang, Liangpei Zhang, Lefei Zhang
2015 J jnl
A sparse and discriminative tensor to vector projection for human gait feature representation.
Signal Process.
Lefei Zhang, Liangpei Zhang, Dacheng Tao, Bo Du
2015 C conf
Batch Mode Active Learning for Geographical Image Classification.
APWeb
Zengmao Wang, Bo Du, Lefei Zhang, Wenbin Hu, Dacheng Tao, Liangpei Zhang
2015 J jnl
Compression of hyperspectral remote sensing images by tensor approach.
Neurocomputing
Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du
2015 J jnl
Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding.
Pattern Recognit.
Lefei Zhang, Qian Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du
2015 C conf
Local decision maximum margin metric learning for hyperspectral target detection.
IGARSS
Yanni Dong, Bo Du, Lefei Zhang, Liangpei Zhang
2015 A* conf
MMFE: Multitask Multiview Feature Embedding.
ICDM
Qian Zhang, Lefei Zhang, Bo Du, Wei Zheng, Wei Bian, Dacheng Tao
2015 A* conf
R2FP: Rich and Robust Feature Pooling for Mining Visual Data.
ICDM
Wei Xiong, Bo Du, Lefei Zhang, Ruimin Hu, Wei Bian, Jialie Shen, Dacheng Tao
2015 J jnl
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).
计算机科学
Yuxiang Zhang, Xuyang Gao, Ting Wang, Lefei Zhang, Bo Du
2015 J jnl
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).
计算机科学
Mingming Xu, Liangpei Zhang, Bo Du, Lefei Zhang
2014 — conf
A K-L divergence constrained sparse NMF for hyperspectral signal unmixing.
SPAC
Shaodong Wang, Nan Wang, Dacheng Tao, Lefei Zhang, Bo Du
2014 J jnl
Hyperspectral Remote Sensing Image Subpixel Target Detection Based on Supervised Metric Learning.
IEEE Trans. Geosci. Remote. Sens.
Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du
2014 A conf
Hyperspectral biological images compression based on multiway tensor projection.
ICME
Bo Du, Mengfei Zhang, Lefei Zhang, Xuelong Li
2014 J jnl
Local Patch Discriminative Metric Learning for Hyperspectral Image Feature Extraction.
IEEE Geosci. Remote. Sens. Lett.
Qian Zhang, Lefei Zhang, Yiping Yang, Yuan Tian, Lubin Weng
2014 J jnl
Sparse Transfer Manifold Embedding for Hyperspectral Target Detection.
IEEE Trans. Geosci. Remote. Sens.
Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
2014 — conf
Support tensor machine with local pixel neighborhood for hyperspectral image classification.
WHISPERS
Xian Guo, Xin Huang, Liangpei Zhang, Lefei Zhang
2014 J jnl
Tensor Representation and Manifold Learning Methods for Remote Sensing Images.
CoRR
Lefei Zhang
2013 — conf
Nonnegative Discriminative Manifold Learning for Hyperspectral Data Dimension Reduction.
IScIDE
Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Bo Du
2013 — conf
Nonnegative discriminative manifold learning for hyperspectral data dimension reduction.
WHISPERS
Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang, Gui-Song Xia
2013 J jnl
Supervised Graph Embedding for Polarimetric SAR Image Classification.
IEEE Geosci. Remote. Sens. Lett.
Lei Shi, Lefei Zhang, Jie Yang, Liangpei Zhang, Pingxiang Li
2013 J jnl
Tensor Discriminative Locality Alignment for Hyperspectral Image Spectral-Spatial Feature Extraction.
IEEE Trans. Geosci. Remote. Sens.
Liangpei Zhang, Lefei Zhang, Dacheng Tao, Xin Huang
2012 — conf
A method for object identification in multispectral image based on tensor approach.
WHISPERS
Lefei Zhang, Xin Huang, Bo Du, Liangpei Zhang
2012 J jnl
On Combining Multiple Features for Hyperspectral Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
2011 J jnl
A Multifeature Tensor for Remote-Sensing Target Recognition.
IEEE Geosci. Remote. Sens. Lett.
Lefei Zhang, Liangpei Zhang, Dacheng Tao, Xin Huang
2010 J jnl
A Study Of Wavelet Kernel In Support Vector Regression.
Intell. Autom. Soft Comput.
Lefei Zhang, Fengqing Han