Haifeng Li

186 papers A* 1A 1C 1Journal 182Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Gift From the Integration of Discriminative and Diffusion-Based Generative Learning: Boundary Refinement Remote Sensing Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Hao Wang, Keyan Hu, Xin Guo, Haifeng Li, Chao Tao
2026 J jnl
FarmMind: Reasoning-Query-Driven Dynamic Segmentation for Farmland Remote Sensing Images.
CoRR
Haiyang Wu, Weiliang Mu, Jipeng Zhang, Zhong Dandan, Zhuofei Du, Haifeng Li, Chao Tao
2026 J jnl
Multi-modality transfer learning for cloudy remote sensing images: Addressing modality imbalance with knowledge distillation.
Pattern Recognit.
Yuze Wang, Rong Xiao, Haifeng Li, Mariana Belgiu, Chao Tao
2026 J jnl
Rethinking domain-agnostic continual learning via frequency completeness learning.
Inf. Fusion
Jian Peng, Haitao Zhang, Jing Shen, Zeyi Li, Jiayi Ma, Haifeng Li
2026 J jnl
STDCformer: A transformer-based model with a spatial-temporal causal de-confounding strategy for crowd flow prediction.
Inf. Fusion
Silu He, Peng Shen, Pingzhen Xu, Qinyao Luo, Haifeng Li
2025 J jnl
Adversarial Example Generation With Pseudo-Siamese Adversarial Generative Networks for Multimodal Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haifeng Li, Hang Cao, Jiahao Cui, Jing Geng
2025 J jnl
AllSpark: A Multimodal Spatiotemporal General Intelligence Model With Ten Modalities via Language as a Reference Framework.
IEEE Trans. Geosci. Remote. Sens.
Run Shao, Cheng Yang, Qiujun Li, Linrui Xu, Xiang Yang, Xian Li, Mengyao Li, Qing Zhu, Yongjun Zhang, Yansheng Li, Yu Liu, Yong Tang, Dapeng Liu, Shizhong Yang, Haifeng Li
2025 J jnl
Asking like Socrates: Socrates helps VLMs understand remote sensing images.
CoRR
Run Shao, Ziyu Li, Zhaoyang Zhang, Linrui Xu, Xinran He, Hongyuan Yuan, Bolei He, Yongxing Dai, Yiming Yan, Yijun Chen, Wang Guo, Haifeng Li
2025 J jnl
CMBA-FL: Communication-mitigated and blockchain-assisted federated learning for traffic flow predictions.
Digit. Commun. Networks
Kaiyin Zhu, Mingming Lu, Haifeng Li, Neal N. Xiong, Wenyong He
2025 J jnl
Causal Invariant Representation Learning Based on Style Intervention Identity Regularization for Remote Sensing Image.
IEEE Geosci. Remote. Sens. Lett.
Yunsheng Zhang, Fanfan Liu, Jia Zhang, Haifeng Li
2025 J jnl
Causal invariant geographic network representations with feature and structural distribution shifts.
CoRR
Yuhan Wang, Silu He, Qinyao Luo, Hongyuan Yuan, Ling Zhao, Jiawei Zhu, Haifeng Li
2025 J jnl
Causal invariant geographic network representations with feature and structural distribution shifts.
Future Gener. Comput. Syst.
Yuhan Wang, Silu He, Qinyao Luo, Hongyuan Yuan, Ling Zhao, Jiawei Zhu, Haifeng Li
2025 J jnl
Enhancing Scene Classification in Cloudy Image Scenarios: A Collaborative Transfer Method with Information Regulation Mechanism using Optical Cloud-Covered and SAR Remote Sensing Images.
CoRR
Yuze Wang, Rong Xiao, Haifeng Li, Mariana Belgiu, Chao Tao
2025 J jnl
HASNet: A Foreground Association-Driven Siamese Network With Hard Sample Optimization for Remote Sensing Image Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Chao Tao, Dongsheng Kuang, Zhenyang Huang, Chengli Peng, Haifeng Li
2025 J jnl
IFShip: Interpretable fine-grained ship classification with domain knowledge-enhanced vision-language models.
Pattern Recognit.
Mingning Guo, Mengwei Wu, Yuxiang Shen, Haifeng Li, Chao Tao
2025 J jnl
RSD-BiasEval: A Framework for Remote Sensing Dataset Bias Analysis and Evaluation.
IEEE Trans. Geosci. Remote. Sens.
Xinrui Xie, Jia He, Ziyue Lin, Haifeng Li, Ji Qi, Yibo Wang, Yiping Chen, Xinchang Zhang
2025 J jnl
Remote Sensing Image Intelligent Interpretation with the Language-Centered Perspective: Principles, Methods and Challenges.
CoRR
Haifeng Li, Wang Guo, Haiyang Wu, Mengwei Wu, Jipeng Zhang, Qing Zhu, Yu Liu, Xin Huang, Chao Tao
2025 J jnl
Representation learning for geospatial data.
Ann. GIS
Yu Liu, Xuechen Wang, Yidan Wang, Fei Huang, Yingjing Huang, Yong Li, Weiyu Zhang, Shuhui Gong, Gengchen Mai, Yao Yao, Yang Yue, Haifeng Li, Fan Zhang
2025 J jnl
SAR-SPA: Incorporating Target Scattering Characteristic Parameters in Adversarial Example Generation for SAR Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jiahao Cui, Jiale Duan, Binyan Luo, Hang Cao, Wang Guo, Haifeng Li
2025 J jnl
SAT-Former: An Efficient 3-D Transformer With Semantic Aggregated Point Tokenizer for Point Cloud Semantic Segmentation in Urban Scenes.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xuying Wang, Yunsheng Zhang, Run Shao, Siyang Chen, Haifeng Li, Xin Chen
2025 J jnl
SFNet: Fusion of Spatial and Frequency-Domain Features for Remote Sensing Image Forgery Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ji Qi, Xinchang Zhang, Dingqi Ye, Yongjian Ruan, Xin Guo, Shaowen Wang, Haifeng Li
2025 J jnl
STAR: A First-Ever Dataset and a Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite Imagery.
IEEE Trans. Pattern Anal. Mach. Intell.
Yansheng Li, Linlin Wang, Tingzhu Wang, Xue Yang, Junwei Luo, Qi Wang, Youming Deng, Wenbin Wang, Xian Sun, Haifeng Li, Bo Dang, Yongjun Zhang, Yi Yu, Junchi Yan
2025 J jnl
Scale Snapshot Topology Distance: Quantifying the Spatial Scale Effect From a Topological Perspective.
Trans. GIS
Jiawei Zhu, Song Gao, Chao Tao, Yu Liu, Haifeng Li
2025 J jnl
SparseFormer: A Credible Dual-CNN Expert-Guided Transformer for Remote Sensing Image Segmentation With Sparse Point Annotation.
IEEE Trans. Geosci. Remote. Sens.
Yujia Chen, Hao Cui, Guo Zhang, Xue Li, Zhigang Xie, Haifeng Li, Deren Li
2025 J jnl
Task Knowledge Injection: Training-Free Adaptation of Multimodal Large Language Models for Remote Sensing Image Understanding.
IEEE Geosci. Remote. Sens. Lett.
Haifeng Li, Qiujun Li, Cheng Yang, Wang Guo, Mengyao Li, Hongyuan Yuan, Run Shao, Chengli Peng
2025 J jnl
Towards Accurate UAV Image Perception: Guiding Vision-Language Models with Stronger Task Prompts.
CoRR
Mingning Guo, Mengwei Wu, Shaoxian Li, Haifeng Li, Chao Tao
2024 J jnl
A Local Adversarial Attack with a Maximum Aggregated Region Sparseness Strategy for 3D Objects.
J. Imaging
Ling Zhao, Xun Lv, Lili Zhu, Binyan Luo, Hang Cao, Jiahao Cui, Haifeng Li, Jian Peng
2024 J jnl
A Region-Adaptive Local Perturbation-Based Method for Generating Adversarial Examples in Synthetic Aperture Radar Object Detection.
Remote. Sens.
Jiale Duan, Linyao Qiu, Guangjun He, Ling Zhao, Zhenshi Zhang, Haifeng Li
2024 J jnl
AdaER: An adaptive experience replay approach for continual lifelong learning.
Neurocomputing
Xingyu Li, Bo Tang, Haifeng Li
2024 J jnl
Adaptive Multiscale Slimming Network Learning for Remote Sensing Image Feature Extraction.
IEEE Trans. Geosci. Remote. Sens.
Dingqi Ye, Jian Peng, Wang Guo, Haifeng Li
2024 J jnl
Adversarial Examples for Vehicle Detection With Projection Transformation.
IEEE Trans. Geosci. Remote. Sens.
Jiahao Cui, Wang Guo, Haikuo Huang, Xun Lv, Hang Cao, Haifeng Li
2024 J jnl
AllSpark: a multimodal spatiotemporal general model.
CoRR
Run Shao, Cheng Yang, Qiujun Li, Qing Zhu, Yongjun Zhang, Yansheng Li, Yu Liu, Yong Tang, Dapeng Liu, Shizhong Yang, Jiayi Ma, Haifeng Li
2024 J jnl
Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative Representations.
IEEE Trans. Neural Networks Learn. Syst.
Haifeng Li, Jun Cao, Jiawei Zhu, Qinyao Luo, Silu He, Xuying Wang
2024 J jnl
CAT: A causal graph attention network for trimming heterophilic graphs.
Inf. Sci.
Silu He, Qinyao Luo, Xinsha Fu, Ling Zhao, Ronghua Du, Haifeng Li
2024 J jnl
CDEST: Class Distinguishability-Enhanced Self-Training Method for Adopting Pre-Trained Models to Downstream Remote Sensing Image Semantic Segmentation.
Remote. Sens.
Ming Zhang, Xin Gu, Ji Qi, Zhenshi Zhang, Hemeng Yang, Jun Xu, Chengli Peng, Haifeng Li
2024 J jnl
Conditional Diffusion Model for Urban Morphology Prediction.
Remote. Sens.
Tiandong Shi, Ling Zhao, Fanfan Liu, Ming Zhang, Mengyao Li, Chengli Peng, Haifeng Li
2024 J jnl
Global-Local Coupled Style Transfer for Semantic Segmentation of Bitemporal Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Hao Wang, Mingning Guo, Shaoxian Li, Haifeng Li, Chao Tao
2024 J jnl
HSONet: A Siamese foreground association-driven hard case sample optimization network for high-resolution remote sensing image change detection.
CoRR
Chao Tao, Dongsheng Kuang, Zhenyang Huang, Chengli Peng, Haifeng Li
2024 J jnl
Homogeneous Tokenizer Matters: Homogeneous Visual Tokenizer for Remote Sensing Image Understanding.
CoRR
Run Shao, Zhaoyang Zhang, Chao Tao, Yunsheng Zhang, Chengli Peng, Haifeng Li
2024 J jnl
LSTTN: A Long-Short Term Transformer-based Spatio-temporal Neural Network for Traffic Flow Forecasting.
CoRR
Qinyao Luo, Silu He, Xing Han, Yuhan Wang, Haifeng Li
2024 J jnl
LSTTN: A Long-Short Term Transformer-based spatiotemporal neural network for traffic flow forecasting.
Knowl. Based Syst.
Qinyao Luo, Silu He, Xing Han, Yuhan Wang, Haifeng Li
2024 J jnl
Lifelong Learning With Cycle Memory Networks.
IEEE Trans. Neural Networks Learn. Syst.
Jian Peng, Dingqi Ye, Bo Tang, Yinjie Lei, Yu Liu, Haifeng Li
2024 J jnl
RS-GPT4V: A Unified Multimodal Instruction-Following Dataset for Remote Sensing Image Understanding.
CoRR
Linrui Xu, Ling Zhao, Wang Guo, Qiujun Li, Kewang Long, Kaiqi Zou, Yuhan Wang, Haifeng Li
2024 J jnl
SAR-AE-SFP: SAR Imagery Adversarial Example in Real Physics domain with Target Scattering Feature Parameters.
CoRR
Jiahao Cui, Jiale Duan, Binyan Luo, Hang Cao, Wang Guo, Haifeng Li
2024 J jnl
STDCformer: A Transformer-Based Model with a Spatial-Temporal Causal De-Confounding Strategy for Crowd Flow Prediction.
CoRR
Silu He, Peng Shen, Pingzhen Xu, Qinyao Luo, Haifeng Li
2024 J jnl
Scene Graph Generation in Large-Size VHR Satellite Imagery: A Large-Scale Dataset and A Context-Aware Approach.
CoRR
Yansheng Li, Linlin Wang, Tingzhu Wang, Xue Yang, Junwei Luo, Qi Wang, Youming Deng, Wenbin Wang, Xian Sun, Haifeng Li, Bo Dang, Yongjun Zhang, Yi Yu, Junchi Yan
2024 J jnl
SeFi-CD: A Semantic First Change Detection Paradigm That Can Detect Any Change You Want.
CoRR
Ling Zhao, Zhenyang Huang, Dongsheng Kuang, Chengli Peng, Jun Gan, Haifeng Li
2024 J jnl
SeFi-CD: A Semantic First Change Detection Paradigm That Can Detect Any Change You Want.
Remote. Sens.
Ling Zhao, Zhenyang Huang, Yipeng Wang, Chengli Peng, Jun Gan, Haifeng Li, Chao Hu
2023 J jnl
A General Transitive Transfer Learning Framework for Cross-Optical Sensor Remote Sensing Image Scene Understanding.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chao Tao, Rong Xiao, Yuze Wang, Ji Qi, Haifeng Li
2023 J jnl
AdaER: An Adaptive Experience Replay Approach for Continual Lifelong Learning.
CoRR
Xingyu Li, Bo Tang, Haifeng Li
2023 J jnl
BCE-Net: Reliable Building Footprints Change Extraction based on Historical Map and Up-to-Date Images using Contrastive Learning.
CoRR
Cheng Liao, Han Hu, Xuekun Yuan, Haifeng Li, Chao Liu, Chunyang Liu, Gui Fu, Yulin Ding, Qing Zhu
2023 J jnl
CAT: A Causally Graph Attention Network for Trimming Heterophilic Graph.
CoRR
Silu He, Qinyao Luo, Xinsha Fu, Ling Zhao, Ronghua Du, Haifeng Li
2023 J jnl
Continual Learning for Remote Sensing Image Scene Classification With Prompt Learning.
IEEE Geosci. Remote. Sens. Lett.
Ling Zhao, Linrui Xu, Li Zhao, Xiaoling Zhang, Yuhan Wang, Dingqi Ye, Jian Peng, Haifeng Li
2023 J jnl
DecRecNet: A Decoupling-Reconstruction Network for Restoring the Missing Information of Optical Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Weiling Liu, Hao Cui, Yonghua Jiang, Guo Zhang, Xinghua Li, Haifeng Li, Yujia Chen, Jun Yang
2023 J jnl
GFCNet: Contrastive Learning Network with Geography Feature Space Joint Negative Sample Correction for Land Cover Classification.
Remote. Sens.
Zhaoyang Zhang, Wenxuan Jing, Haifeng Li, Chao Tao, Yunsheng Zhang
2023 J jnl
GraSS: Contrastive Learning With Gradient-Guided Sampling Strategy for Remote Sensing Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens.
Zhaoyang Zhang, Zhen Ren, Chao Tao, Yunsheng Zhang, Chengli Peng, Haifeng Li
2023 J jnl
MSINet: Mining scale information from digital surface models for semantic segmentation of aerial images.
Pattern Recognit.
Chengli Peng, Haifeng Li, Chao Tao, Yansheng Li, Jiayi Ma
2023 J jnl
Memory-Contrastive Unsupervised Domain Adaptation for Building Extraction of High-Resolution Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens.
Jie Chen, Peien He, Jingru Zhu, Ya Guo, Geng Sun, Min Deng, Haifeng Li
2023 J jnl
RiSSNet: Contrastive Learning Network with a Relaxed Identity Sampling Strategy for Remote Sensing Image Semantic Segmentation.
Remote. Sens.
Haifeng Li, Wenxuan Jing, Guo Wei, Kai Wu, Mingming Su, Lu Liu, Hao Wu, Penglong Li, Ji Qi
2023 J jnl
Self-Supervised Remote Sensing Feature Learning: Learning Paradigms, Challenges, and Future Works.
IEEE Trans. Geosci. Remote. Sens.
Chao Tao, Ji Qi, Mingning Guo, Qing Zhu, Haifeng Li
2023 J jnl
Stable Prototype-Guided Single-Temporal Supervised Learning for Change Detection and Extraction of Building.
IEEE Trans. Geosci. Remote. Sens.
Shasha Hou, Guo Zhang, Hao Cui, Xue Li, Yujia Chen, Haifeng Li, Huabin Wang, Xiaolong Ma
2023 J jnl
TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-Supervised Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chao Tao, Ji Qi, Guo Zhang, Qing Zhu, Weipeng Lu, Haifeng Li
2023 J jnl
Using Global Land Cover Product as Prompt for Cropland Mapping via Visual Foundation Model.
CoRR
Chao Tao, Aoran Hu, Rong Xiao, Haifeng Li, Yuze Wang
2022 J jnl
A Class-Incremental Detection Method of Remote Sensing Images Based on Selective Distillation.
Symmetry
Hang Ruan, Jian Peng, Ye Chen, Silu He, Zhenshi Zhang, Haifeng Li
2022 J jnl
A Robust Strategy for Large-Size Optical and SAR Image Registration.
Remote. Sens.
Zeyi Li, Haitao Zhang, Yihang Huang, Haifeng Li
2022 J jnl
A data-driven adversarial examples recognition framework via adversarial feature genomes.
Int. J. Intell. Syst.
Li Chen, Qi Li, Weiye Chen, Zeyu Wang, Haifeng Li
2022 J jnl
Alleviating neighbor bias: augmenting graph self-supervise learning with structural equivalent positive samples.
CoRR
Jiawei Zhu, Mei Hong, Ronghua Du, Haifeng Li
2022 J jnl
Analysis of Urban Visual Memes Based on Dictionary Learning: An Example with Urban Image Data.
Symmetry
Ming Zhang, Xin Gu, Jun Xiao, Pu Zou, Zuoqin Shi, Silu He, Haifeng Li, Sumin Li
2022 J jnl
Applying Ollivier-Ricci curvature to indicate the mismatch of travel demand and supply in urban transit network.
Int. J. Appl. Earth Obs. Geoinformation
Yaoli Wang, Zhou Huang, Ganmin Yin, Haifeng Li, Liu Yang, Yuelong Su, Yu Liu, Xv Shan
2022 J jnl
Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative Representations.
CoRR
Haifeng Li, Jun Cao, Jiawei Zhu, Qinyao Luo, Silu He, Xuyin Wang
2022 J jnl
Avoiding Negative Transfer for Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens.
Hao Wang, Chao Tao, Ji Qi, Rong Xiao, Haifeng Li
2022 J jnl
Better Memorization, Better Recall: A Lifelong Learning Framework for Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Dingqi Ye, Jian Peng, Haifeng Li, Lorenzo Bruzzone
2022 J jnl
Bottom-Up Mechanism and Improved Contract Net Protocol for Dynamic Task Planning of Heterogeneous Earth Observation Resources.
IEEE Trans. Syst. Man Cybern. Syst.
Baoju Liu, Min Deng, Guohua Wu, Xinyu Pei, Haifeng Li, Witold Pedrycz
2022 J jnl
Comprehensive Geographic Networks Analysis: Statistical, Geometric and Algebraic Perspectives.
Symmetry
Jiawei Zhu, Xinqiang Ma, Hemeng Yang, Yan Li, Chao Tao, Haifeng Li
2022 J jnl
Contextual Information-Preserved Architecture Learning for Remote-Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Jie Chen, Haozhe Huang, Jian Peng, Jiawei Zhu, Li Chen, Chao Tao, Haifeng Li
2022 J jnl
Curvature graph neural network.
Inf. Sci.
Haifeng Li, Jun Cao, Jiawei Zhu, Yu Liu, Qing Zhu, Guohua Wu
2022 A* conf
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds.
CVPR
Zhao Jin, Yinjie Lei, Naveed Akhtar, Haifeng Li, Munawar Hayat
2022 J jnl
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds.
CoRR
Zhao Jin, Yinjie Lei, Naveed Akhtar, Haifeng Li, Munawar Hayat
2022 J jnl
EFCNet: Ensemble Full Convolutional Network for Semantic Segmentation of High-Resolution Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Li Chen, Xin Dou, Jian Peng, Wenbo Li, Bingyu Sun, Haifeng Li
2022 J jnl
FALSE: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image.
IEEE Geosci. Remote. Sens. Lett.
Zhaoyang Zhang, Xuying Wang, Xiaoming Mei, Chao Tao, Haifeng Li
2022 J jnl
False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image.
CoRR
Zhaoyang Zhang, Xuying Wang, Xiaoming Mei, Chao Tao, Haifeng Li
2022 J jnl
Feature pyramid-based graph convolutional neural network for graph classification.
J. Syst. Archit.
Mingming Lu, Zhixiang Xiao, Haifeng Li, Ya Zhang, Neal N. Xiong
2022 J jnl
Generating Multiscale Maps From Satellite Images via Series Generative Adversarial Networks.
IEEE Geosci. Remote. Sens. Lett.
Xu Chen, Bangguo Yin, Songqiang Chen, Haifeng Li, Tian Xu
2022 J jnl
HAVANA: Hard negAtiVe sAmples aware self-supervised coNtrastive leArning for Airborne laser scanning point clouds semantic segmentation.
CoRR
Yunsheng Zhang, Jianguo Yao, Ruixiang Zhang, Siyang Chen, Haifeng Li
2022 J jnl
High-Order Topology-Enhanced Graph Convolutional Networks for Dynamic Graphs.
Symmetry
Jiawei Zhu, Bo Li, Zhenshi Zhang, Ling Zhao, Haifeng Li
2022 J jnl
KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting.
IEEE Trans. Intell. Transp. Syst.
Jiawei Zhu, Xing Han, Hanhan Deng, Chao Tao, Ling Zhao, Pu Wang, Tao Lin, Haifeng Li
2022 J jnl
LaST: Label-Free Self-Distillation Contrastive Learning With Transformer Architecture for Remote Sensing Image Scene Classification.
IEEE Geosci. Remote. Sens. Lett.
Xuying Wang, Jiawei Zhu, Zhengliang Yan, Zhaoyang Zhang, Yunsheng Zhang, Yansheng Chen, Haifeng Li
2022 J jnl
Lie to Me: A Soft Threshold Defense Method for Adversarial Examples of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Li Chen, Jun Xiao, Pu Zou, Haifeng Li
2022 J jnl
MDANet: Unsupervised, Mixed-Domain Adaptation for Semantic Segmentation of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Hao Cui, Guo Zhang, Ji Qi, Haifeng Li, Chao Tao, Xue Li, Shasha Hou, Deren Li
2022 J jnl
MFS: A Brain-Inspired Memory Formation System for GAN.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yifan Chang, Yifan Wang, Jian Peng, Ziyi Dong, Haifeng Li, Wenbo Li
2022 J jnl
MKN: Metakernel Networks for Few Shot Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhenqi Cui, Wang Yang, Li Chen, Haifeng Li
2022 J jnl
Message-Passing-Driven Triplet Representation for Geo-Object Relational Inference in HRSI.
IEEE Geosci. Remote. Sens. Lett.
Jie Chen, Xing Zhou, Yi Zhang, Geng Sun, Min Deng, Haifeng Li
2022 J jnl
Overcoming Long-Term Catastrophic Forgetting Through Adversarial Neural Pruning and Synaptic Consolidation.
IEEE Trans. Neural Networks Learn. Syst.
Jian Peng, Bo Tang, Hao Jiang, Zhuo Li, Yinjie Lei, Tao Lin, Haifeng Li
2022 J jnl
RAISE: Rank-Aware Incremental Learning for Remote Sensing Object Detection.
Symmetry
Haifeng Li, Ye Chen, Zhenshi Zhang, Jian Peng
2022 J jnl
Remote Sensing Image Scene Classification With Self-Supervised Paradigm Under Limited Labeled Samples.
IEEE Geosci. Remote. Sens. Lett.
Chao Tao, Ji Qi, Weipeng Lu, Hao Wang, Haifeng Li
2022 J jnl
STGC-GNNs: A GNN-based traffic prediction framework with a spatial-temporal Granger causality graph.
CoRR
Silu He, Qinyao Luo, Ronghua Du, Ling Zhao, Haifeng Li
2022 J jnl
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works.
CoRR
Chao Tao, Ji Qi, Mingning Guo, Qing Zhu, Haifeng Li
2022 J jnl
Spatial-Temporal Invariant Contrastive Learning for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett.
Haozhe Huang, Zhongfeng Mou, Yunying Li, Qiujun Li, Jie Chen, Haifeng Li
2022 J jnl
TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-supervised Learning.
CoRR
Chao Tao, Ji Qia, Guo Zhang, Qing Zhu, Weipeng Lu, Haifeng Li
2022 J jnl
Thick Cloud Removal in Optical Remote Sensing Images Using a Texture Complexity Guided Self-Paced Learning Method.
IEEE Trans. Geosci. Remote. Sens.
Chao Tao, Siyang Fu, Ji Qi, Haifeng Li
2022 J jnl
Vehicle Re-Identification Based on UAV Viewpoint: Dataset and Method.
Remote. Sens.
Mingming Lu, Yongchuan Xu, Haifeng Li
2021 J jnl
A Two-Phase Coordinated Planning Approach for Heterogeneous Earth-Observation Resources to Monitor Area Targets.
IEEE Trans. Syst. Man Cybern. Syst.
Min Deng, Baoju Liu, Sumin Li, Ronghua Du, Guohua Wu, Haifeng Li, Ling Wang
2021 J jnl
A method to evaluate task-specific importance of spatio-temporal units based on explainable artificial intelligence.
Int. J. Geogr. Inf. Sci.
Ximeng Cheng, Jianying Wang, Haifeng Li, Yi Zhang, Lun Wu, Yu Liu
2021 J jnl
A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting.
ISPRS Int. J. Geo Inf.
Jiandong Bai, Jiawei Zhu, Yujiao Song, Ling Zhao, Zhixiang Hou, Ronghua Du, Haifeng Li
2021 J jnl
AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting.
IEEE Access
Jiawei Zhu, Qiongjie Wang, Chao Tao, Hanhan Deng, Ling Zhao, Haifeng Li
2021 J jnl
Adversarial Examples for CNN-Based SAR Image Classification: An Experience Study.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haifeng Li, Haikuo Huang, Li Chen, Jian Peng, Haozhe Huang, Zhenqi Cui, Xiaoming Mei, Guohua Wu
2021 J jnl
An Empirical Study of Adversarial Examples on Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Li Chen, Zewei Xu, Qi Li, Jian Peng, Shaowen Wang, Haifeng Li
2021 J jnl
Analysis of the Temporal and Spatial Characteristics of Material Cultural Heritage Driven by Big Data - Take Museum Relics as an Example.
Inf.
Penglong Li, Zuoqin Shi, Yi Ding, Ling Zhao, Zezhong Ma, He Xiao, Haifeng Li
2021 J jnl
Analysis of the Uniqueness and Similarity of City Landscapes Based on Deep Style Learning.
ISPRS Int. J. Geo Inf.
Ling Zhao, Li Luo, Bo Li, Liyan Xu, Jiawei Zhu, Silu He, Haifeng Li
2021 J jnl
Curvature Graph Neural Network.
CoRR
Haifeng Li, Jun Cao, Jiawei Zhu, Yu Liu, Qing Zhu, Guohua Wu
2021 J jnl
DAPnet: A Double Self-Attention Convolutional Network for Point Cloud Semantic Labeling.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Li Chen, Weiye Chen, Zewei Xu, Haozhe Huang, Shaowen Wang, Qing Zhu, Haifeng Li
2021 J jnl
DASNet: Dual Attentive Fully Convolutional Siamese Networks for Change Detection in High-Resolution Satellite Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jie Chen, Ziyang Yuan, Jian Peng, Li Chen, Haozhe Huang, Jiawei Zhu, Yu Liu, Haifeng Li
2021 J jnl
Generating Multi-scale Maps from Remote Sensing Images via Series Generative Adversarial Networks.
CoRR
Xu Chen, Bangguo Yin, Songqiang Chen, Haifeng Li, Tian Xu
2021 J jnl
Graph Information Vanishing Phenomenon inImplicit Graph Neural Networks.
CoRR
Haifeng Li, Jun Cao, Jiawei Zhu, Qing Zhu, Guohua Wu
2021 J jnl
Hierarchical Paired Channel Fusion Network for Street Scene Change Detection.
IEEE Trans. Image Process.
Yinjie Lei, Duo Peng, Pingping Zhang, Qiuhong Ke, Haifeng Li
2021 J jnl
Joint Learning of Contour and Structure for Boundary-Preserved Building Extraction.
Remote. Sens.
Cheng Liao, Han Hu, Haifeng Li, Xuming Ge, Min Chen, Chuangnong Li, Qing Zhu
2021 J jnl
Learning by Active Forgetting for Neural Networks.
CoRR
Jian Peng, Xian Sun, Min Deng, Chao Tao, Bo Tang, Wenbo Li, Guohua Wu, Qing Zhu, Yu Liu, Tao Lin, Haifeng Li
2021 J jnl
MAP-Net: Multiple Attending Path Neural Network for Building Footprint Extraction From Remote Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens.
Qing Zhu, Cheng Liao, Han Hu, Xiaoming Mei, Haifeng Li
2021 J jnl
Overcome Anterograde Forgetting with Cycled Memory Networks.
CoRR
Jian Peng, Dingqi Ye, Bo Tang, Yinjie Lei, Yu Liu, Haifeng Li
2021 J jnl
RS-MetaNet: Deep Metametric Learning for Few-Shot Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens.
Haifeng Li, Zhenqi Cui, Zhiqiang Zhu, Li Chen, Jiawei Zhu, Haozhe Huang, Chao Tao
2021 J jnl
Remote Sensing Images Semantic Segmentation with General Remote Sensing Vision Model via a Self-Supervised Contrastive Learning Method.
CoRR
Haifeng Li, Yi Li, Guo Zhang, Ruoyun Liu, Haozhe Huang, Qing Zhu, Chao Tao
2021 J jnl
Reviewing continual learning from the perspective of human-level intelligence.
CoRR
Yifan Chang, Wenbo Li, Jian Peng, Bo Tang, Yu Kang, Yinjie Lei, Yuanmiao Gui, Qing Zhu, Yu Liu, Haifeng Li
2021 J jnl
SCAttNet: Semantic Segmentation Network With Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett.
Haifeng Li, Kaijian Qiu, Li Chen, Xiaoming Mei, Liang Hong, Chao Tao
2021 J jnl
SMAPGAN: Generative Adversarial Network-Based Semisupervised Styled Map Tile Generation Method.
IEEE Trans. Geosci. Remote. Sens.
Xu Chen, Songqiang Chen, Tian Xu, Bangguo Yin, Jian Peng, Xiaoming Mei, Haifeng Li
2021 J jnl
Scale-Adaptive Adversarial Patch Attack for Remote Sensing Image Aircraft Detection.
Remote. Sens.
Mingming Lu, Qi Li, Li Chen, Haifeng Li
2021 J jnl
Scene Complexity: A New Perspective on Understanding the Scene Semantics of Remote Sensing and Designing Image-Adaptive Convolutional Neural Networks.
Remote. Sens.
Jian Peng, Xiaoming Mei, Wenbo Li, Liang Hong, Bingyu Sun, Haifeng Li
2020 J jnl
A vehicle routing model based on large-scale radio frequency identification data.
J. Intell. Transp. Syst.
Chengcheng Wang, Zhongzhi Xu, Ronghua Du, Haifeng Li, Pu Wang
2020 J jnl
A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting.
CoRR
Jiawei Zhu, Yujiao Song, Ling Zhao, Haifeng Li
2020 J jnl
AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting.
CoRR
Jiawei Zhu, Chao Tao, Hanhan Deng, Ling Zhao, Pu Wang, Tao Lin, Haifeng Li
2020 J jnl
Analysis of Cultural Meme Characteristics for Big Data of Cultural Relics.
Inf.
Haifeng Li, Zuoqin Shi, Li Chen, Zhenqi Cui, Sumin Li, Ling Zhao
2020 J jnl
Attack Selectivity of Adversarial Examples in Remote Sensing Image Scene Classification.
IEEE Access
Li Chen, Haifeng Li, Guowei Zhu, Qi Li, Jiawei Zhu, Haozhe Huang, Jian Peng, Lin Zhao
2020 J jnl
Automatic Changes Detection between Outdated Building Maps and New VHR Images Based on Pre-Trained Fully Convolutional Feature Maps.
Sensors
Yunsheng Zhang, Yaochen Zhu, Haifeng Li, Siyang Chen, Jian Peng, Ling Zhao
2020 J jnl
Bottom-up mechanism and improved contract net protocol for the dynamic task planning of heterogeneous Earth observation resources.
CoRR
Baoju Liu, Min Deng, Guohua Wu, Xinyu Pei, Haifeng Li, Witold Pedrycz
2020 J jnl
CLRS: Continual Learning Benchmark for Remote Sensing Image Scene Classification.
Sensors
Haifeng Li, Hao Jiang, Xin Gu, Jian Peng, Wenbo Li, Liang Hong, Chao Tao
2020 J jnl
Convolution Neural Network Architecture Learning for Remote Sensing Scene Classification.
CoRR
Jie Chen, Haozhe Huang, Jian Peng, Jiawei Zhu, Li Chen, Wenbo Li, Bingyu Sun, Haifeng Li
2020 J jnl
DAPnet: A double self-attention convolutional network for segmentation of point clouds.
CoRR
Li Chen, Zewei Xu, Yongjian Fu, Haozhe Huang, Shaowen Wang, Haifeng Li
2020 J jnl
DASNet: Dual attentive fully convolutional siamese networks for change detection of high resolution satellite images.
CoRR
Jie Chen, Ziyang Yuan, Jian Peng, Li Chen, Haozhe Huang, Jiawei Zhu, Tao Lin, Haifeng Li
2020 J jnl
Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition.
CoRR
Qing Zhu, Lin Chen, Han Hu, Binzhi Xu, Yeting Zhang, Haifeng Li
2020 J jnl
Depth-Enhanced Feature Pyramid Network for Occlusion-Aware Verification of Buildings from Oblique Images.
CoRR
Qing Zhu, Shengzhi Huang, Han Hu, Haifeng Li, Min Chen, Ruofei Zhong
2020 J jnl
Hierarchical Paired Channel Fusion Network for Street Scene Change Detection.
CoRR
Yinjie Lei, Duo Peng, Pingping Zhang, Qiuhong Ke, Haifeng Li
2020 J jnl
KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting.
CoRR
Jiawei Zhu, Xin Han, Hanhan Deng, Chao Tao, Ling Zhao, Lin Tao, Haifeng Li
2020 J jnl
Memory Protection Generative Adversarial Network (MPGAN): A Framework to Overcome the Forgetting of GANs Using Parameter Regularization Methods.
IEEE Access
Yifan Chang, Wenbo Li, Jian Peng, Haifeng Li, Yu Kang, Yingliang Huang
2020 J jnl
RS-MetaNet: Deep meta metric learning for few-shot remote sensing scene classification.
CoRR
Haifeng Li, Zhenqi Cui, Zhiqing Zhu, Li Chen, Jiawei Zhu, Haozhe Huang, Chao Tao
2020 J jnl
RSI-CB: A Large-Scale Remote Sensing Image Classification Benchmark Using Crowdsourced Data.
Sensors
Haifeng Li, Xin Dou, Chao Tao, Zhixiang Wu, Jie Chen, Jian Peng, Min Deng, Ling Zhao
2020 J jnl
Remote Sensing Image Scene Classification with Self-Supervised Paradigm under Limited Labeled Samples.
CoRR
Chao Tao, Ji Qi, Weipeng Lu, Hao Wang, Haifeng Li
2020 J jnl
Robust Multivehicle Tracking With Wasserstein Association Metric in Surveillance Videos.
IEEE Access
Yanjie Zeng, Xinsha Fu, Lei Gao, Jiawei Zhu, Haifeng Li, Yuheng Li
2020 J jnl
S
CoRR
Xu Chen, Songqiang Chen, Tian Xu, Bangguo Yin, Jian Peng, Xiaoming Mei, Haifeng Li
2020 J jnl
Semisupervised Variational Generative Adversarial Networks for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chao Tao, Hao Wang, Ji Qi, Haifeng Li
2020 J jnl
Solving large-scale many-objective optimization problems by covariance matrix adaptation evolution strategy with scalable small subpopulations.
Inf. Sci.
Huangke Chen, Ran Cheng, Jinming Wen, Haifeng Li, Jian Weng
2020 J jnl
T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction.
IEEE Trans. Intell. Transp. Syst.
Ling Zhao, Yujiao Song, Chao Zhang, Yu Liu, Pu Wang, Tao Lin, Min Deng, Haifeng Li
2020 J jnl
Unsupervised Feature Learning to Improve Transferability of Landslide Susceptibility Representations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Qing Zhu, Li Chen, Han Hu, Saied Pirasteh, Haifeng Li, Xiao Xie
2020 J jnl
Urban Traffic Flow Forecast Based on FastGCRNN.
CoRR
Ya Zhang, Mingming Lu, Haifeng Li
2019 J jnl
Adversarial Example in Remote Sensing Image Recognition.
CoRR
Li Chen, Guowei Zhu, Qi Li, Haifeng Li
2019 J jnl
Hyperbolic Function Embedding: Learning Hierarchical Representation for Functions of Source Code in Hyperbolic Space.
Symmetry
Mingming Lu, Yan Liu, Haifeng Li, Dingwu Tan, Xiaoxian He, Wenjie Bi, Wendbo Li
2019 J jnl
MAP-Net: Multi Attending Path Neural Network for Building Footprint Extraction from Remote Sensed Imagery.
CoRR
Qing Zhu, Cheng Liao, Han Hu, Xiaoming Mei, Haifeng Li
2019 J jnl
Multi-Scale DenseNets-Based Aircraft Detection from Remote Sensing Images.
Sensors
Yantian Wang, Haifeng Li, Peng Jia, Guo Zhang, Taoyang Wang, Xiaoyun Hao
2019 J jnl
Overcoming Long-term Catastrophic Forgetting through Adversarial Neural Pruning and Synaptic Consolidation.
CoRR
Jian Peng, Bo Tang, Hao Jiang, Zhuo Li, Yinjie Lei, Tao Lin, Haifeng Li
2019 J jnl
Pressure point driven evolutionary algorithm for many-objective optimization.
Swarm Evol. Comput.
Jianghan Zhu, Huangke Chen, Guohua Wu, Li Chen, Haifeng Li
2019 J jnl
Procedural Learning With Robust Visual Features via Low Rank Prior.
IEEE Access
Haifeng Li, Li Chen, Hailun Ding, Qi Li, Bingyu Sun, Guohua Wu
2019 J jnl
Program Classification Using Gated Graph Attention Neural Network for Online Programming Service.
CoRR
Mingming Lu, Dingwu Tan, Naixue Xiong, Zailiang Chen, Haifeng Li
2019 J jnl
SCAttNet: Semantic Segmentation Network with Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images.
CoRR
Haifeng Li, Kaijian Qiu, Li Chen, Xiaoming Mei, Liang Hong, Chao Tao
2019 C conf
Semi-Supervised Variational Generative Adversarial Networks for Hyperspectral Image Classification.
IGARSS
Hao Wang, Chao Tao, Ji Qi, Haifeng Li, Yuqi Tang
2019 J jnl
Understanding the Importance of Single Directions via Representative Substitution.
CoRR
Li Chen, Hailun Ding, Qi Li, Zhuo Li, Jian Peng, Haifeng Li
2018 J jnl
A Self-Adapted Across Neighborhood Search Algorithm With Variable Reduction Strategy for Solving Non-Convex Static and Dynamic Economic Dispatch Problems.
IEEE Access
Xin Shen, Guohua Wu, Rui Wang, Huangke Chen, Haifeng Li, Jianmai Shi
2018 J jnl
Adversarial Feature Genome: a Data Driven Adversarial Examples Recognition Method.
CoRR
Li Chen, Hailun Ding, Qi Li, Jiawei Zhu, Haozhe Huang, Yifan Chang, Haifeng Li
2018 J jnl
Ensemble of differential evolution variants.
Inf. Sci.
Guohua Wu, Xin Shen, Haifeng Li, Huangke Chen, Anping Lin, Ponnuthurai N. Suganthan
2018 J jnl
Learning to Measure Change: Fully Convolutional Siamese Metric Networks for Scene Change Detection.
CoRR
Enqiang Guo, Xinsha Fu, Jiawei Zhu, Min Deng, Yu Liu, Qing Zhu, Haifeng Li
2018 J jnl
Measuring Road Network Topology Vulnerability by Ricci Curvature.
CoRR
Lei Gao, Xingquan Liu, Yu Liu, Pu Wang, Min Deng, Qing Zhu, Haifeng Li
2018 J jnl
Overcoming Catastrophic Forgetting by Soft Parameter Pruning.
CoRR
Jian Peng, Hao Jiang, Zhuo Li, Enqiang Guo, Xiaohong Wan, Min Deng, Qing Zhu, Haifeng Li
2018 J jnl
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method.
CoRR
Ling Zhao, Yujiao Song, Min Deng, Haifeng Li
2018 J jnl
Understanding the Importance of Single Directions via Representative Substitution.
CoRR
Li Chen, Hailun Ding, Qi Li, Zhuo Li, Jian Peng, Haifeng Li
2017 J jnl
A Probabilistic Embedding Clustering Method for Urban Structure Detection.
CoRR
Xin Lin, Haifeng Li, Yan Zhang, Lei Gao, Ling Zhao, Min Deng
2017 J jnl
On the Selective and Invariant Representation of DCNN for High-Resolution Remote Sensing Image Recognition.
CoRR
Jie Chen, Chao Yuan, Min Deng, Chao Tao, Jian Peng, Haifeng Li
2017 J jnl
RSI-CB: A Large Scale Remote Sensing Image Classification Benchmark via Crowdsource Data.
CoRR
Haifeng Li, Chao Tao, Zhixiang Wu, Jie Chen, Jianya Gong, Min Deng
2017 J jnl
Satellite observation scheduling with a novel adaptive simulated annealing algorithm and a dynamic task clustering strategy.
Comput. Ind. Eng.
Guohua Wu, Huilin Wang, Witold Pedrycz, Haifeng Li, Ling Wang
2017 J jnl
Using variable reduction strategy to accelerate evolutionary optimization.
Appl. Soft Comput.
Guohua Wu, Witold Pedrycz, Ponnuthurai N. Suganthan, Haifeng Li
2017 J jnl
What do We Learn by Semantic Scene Understanding for Remote Sensing imagery in CNN framework?
CoRR
Haifeng Li, Jian Peng, Chao Tao, Jie Chen, Min Deng
2017 — conf
Why batch normalization works? a buckling perspective.
ICIA
Li Chen, Hongxiao Fei, Yanru Xiao, Jiabao He, Haifeng Li
2016 J jnl
Coordinated Planning of Heterogeneous Earth Observation Resources.
IEEE Trans. Syst. Man Cybern. Syst.
Guohua Wu, Witold Pedrycz, Haifeng Li, Manhao Ma, Jin Liu
2016 J jnl
Latent spatio-temporal activity structures: a new approach to inferring intra-urban functional regions via social media check-in data.
Geo spatial Inf. Sci.
Ye Zhi, Haifeng Li, Dashan Wang, Min Deng, Shaowen Wang, Jing Gao, Zhengyu Duan, Yu Liu
2016 J jnl
Queue Theory based Response Time Analyses for Geo-Information Processing Chain.
CoRR
Jie Chen, Jian Peng, Min Deng, Chao Tao, Haifeng Li
2014 J jnl
An adaptive Simulated Annealing-based satellite observation scheduling method combined with a dynamic task clustering strategy.
CoRR
Guohua Wu, Huilin Wang, Haifeng Li, Witold Pedrycz, Dishan Qiu, Manhao Ma, Jin Liu
2014 J jnl
Superior solution guided particle swarm optimization combined with local search techniques.
Expert Syst. Appl.
Guohua Wu, Dishan Qiu, Ying Yu, Witold Pedrycz, Manhao Ma, Haifeng Li
2014 J jnl
Urban spatial-temporal activity structures: a New Approach to Inferring the Intra-urban Functional Regions via Social Media Check-In Data.
CoRR
Ye Zhi, Yu Liu, Shaowen Wang, Min Deng, Jing Gao, Haifeng Li
2012 J jnl
Geo-information processing service composition for concurrent tasks: A QoS-aware game theory approach.
Comput. Geosci.
Haifeng Li, Qing Zhu, Xiaoxia Yang, Linrong Xu
2011 A conf
Non-cooperative Game Based QoS-Aware Web Services Composition Approach for Concurrent Tasks.
ICWS
Haifeng Li, Qing Zhu, Yiqiang Ouyang