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ORCIDHaifeng Li 0007
Person information
- affiliation: Central South University, School of Geosciences and Info-Physics, Changsha, Hunan, China
- affiliation (PhD 2009): Wuhan University, China
Other persons with the same name
- Haifeng Li — disambiguation page
- Haifeng Li 0001
![[0000-0002-2534-2299]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-2534-2299")
— Harbin Institute of Technology, School of Computer Science and Technology, China (and 2 more) - Haifeng Li 0002 — Zhejiang University, State Key Laboratory of Modern Optical Instrumentations, Hangzhou, China
- Haifeng Li 0003 — Beijing Jiaotong University, School of Electronic and Information Engineering, China
- Haifeng Li 0004 — Jinan University, College of Information Science and Technology / College of Cyber Security, Guangzhou, China (and 2 more)
- Haifeng Li 0005 — South China University of Technology, School of Electric Power, Guangzhou, China
- Haifeng Li 0006 — Central University of Finance and Economics, School of Information, Beijing, China (and 1 more)
- Haifeng Li 0008 — Civil Aviation University of China, Computer Science Department, Tianjin, China (and 2 more)
- Haifeng Li 0009 — Dalian University of Technology, School of Software, China
- Haifeng Li 0010 — Jiangsu Electric Power Company, State Grid, Nanjing, China
- Haifeng Li 0011 — Suzhou University of Science and Technology, School of Electronic and Information Engineering, China
- Haifeng Li 0012 — Motorola, Inc., Applied Research Center, Tempe, AZ, USA (and 2 more)
- Haifeng Li 0013 — Beihang University, School of reliability and systems engineering, Beijing, China
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2020 – today
- 2024
[j93]Xingyu Li, Bo Tang, Haifeng Li:
AdaER: An adaptive experience replay approach for continual lifelong learning. Neurocomputing 572: 127204 (2024)- [j92]Silu He, Qinyao Luo, Xinsha Fu, Ling Zhao, Ronghua Du, Haifeng Li:
CAT: A causal graph attention network for trimming heterophilic graphs. Inf. Sci. 677: 120916 (2024) - [j91]Qinyao Luo, Silu He, Xing Han, Yuhan Wang, Haifeng Li:
LSTTN: A Long-Short Term Transformer-based spatiotemporal neural network for traffic flow forecasting. Knowl. Based Syst. 293: 111637 (2024) - [j90]Jiale Duan, Linyao Qiu, Guangjun He, Ling Zhao, Zhenshi Zhang, Haifeng Li:
A Region-Adaptive Local Perturbation-Based Method for Generating Adversarial Examples in Synthetic Aperture Radar Object Detection. Remote. Sens. 16(6): 997 (2024) - [j89]Ming Zhang, Xin Gu, Ji Qi, Zhenshi Zhang, Hemeng Yang, Jun Xu, Chengli Peng, Haifeng Li:
CDEST: Class Distinguishability-Enhanced Self-Training Method for Adopting Pre-Trained Models to Downstream Remote Sensing Image Semantic Segmentation. Remote. Sens. 16(7): 1293 (2024) - [j88]Tiandong Shi, Ling Zhao, Fanfan Liu, Ming Zhang, Mengyao Li, Chengli Peng, Haifeng Li:
Conditional Diffusion Model for Urban Morphology Prediction. Remote. Sens. 16(10): 1799 (2024) - [j87]Jiahao Cui, Wang Guo, Haikuo Huang, Xun Lv, Hang Cao, Haifeng Li:
Adversarial Examples for Vehicle Detection With Projection Transformation. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j86]Hao Wang, Mingning Guo, Shaoxian Li, Haifeng Li, Chao Tao:
Global-Local Coupled Style Transfer for Semantic Segmentation of Bitemporal Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j85]Dingqi Ye, Jian Peng, Wang Guo, Haifeng Li:
Adaptive Multiscale Slimming Network Learning for Remote Sensing Image Feature Extraction. IEEE Trans. Geosci. Remote. Sens. 62: 1-13 (2024) - [j84]Haifeng Li, Jun Cao, Jiawei Zhu, Qinyao Luo, Silu He, Xuying Wang:
Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative Representations. IEEE Trans. Neural Networks Learn. Syst. 35(8): 11157-11167 (2024) - [j83]Jian Peng, Dingqi Ye, Bo Tang, Yinjie Lei, Yu Liu, Haifeng Li:
Lifelong Learning With Cycle Memory Networks. IEEE Trans. Neural Networks Learn. Syst. 35(11): 16439-16452 (2024) - [i59]Run Shao, Cheng Yang, Qiujun Li, Qing Zhu, Yongjun Zhang, Yansheng Li, Yu Liu, Yong Tang, Dapeng Liu, Shizhong Yang, Jiayi Ma, Haifeng Li:
AllSpark: a multimodal spatiotemporal general model. CoRR abs/2401.00546 (2024) - [i58]Chao Tao, Dongsheng Kuang, Zhenyang Huang, Chengli Peng, Haifeng Li:
HSONet: A Siamese foreground association-driven hard case sample optimization network for high-resolution remote sensing image change detection. CoRR abs/2402.16242 (2024) - [i57]Qinyao Luo, Silu He, Xing Han, Yuhan Wang, Haifeng Li:
LSTTN: A Long-Short Term Transformer-based Spatio-temporal Neural Network for Traffic Flow Forecasting. CoRR abs/2403.16495 (2024) - [i56]Run Shao, Zhaoyang Zhang, Chao Tao, Yunsheng Zhang, Chengli Peng, Haifeng Li:
Homogeneous Tokenizer Matters: Homogeneous Visual Tokenizer for Remote Sensing Image Understanding. CoRR abs/2403.18593 (2024) - [i55]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:
Scene Graph Generation in Large-Size VHR Satellite Imagery: A Large-Scale Dataset and A Context-Aware Approach. CoRR abs/2406.09410 (2024) - [i54]Linrui Xu, Ling Zhao, Wang Guo, Qiujun Li, Kewang Long, Kaiqi Zou, Yuhan Wang, Haifeng Li:
RS-GPT4V: A Unified Multimodal Instruction-Following Dataset for Remote Sensing Image Understanding. CoRR abs/2406.12479 (2024) - [i53]Ling Zhao, Zhenyang Huang, Dongsheng Kuang, Chengli Peng, Jun Gan, Haifeng Li:
SeFi-CD: A Semantic First Change Detection Paradigm That Can Detect Any Change You Want. CoRR abs/2407.09874 (2024) - 2023
- [j82]Ling Zhao, Linrui Xu, Li Zhao, Xiaoling Zhang, Yuhan Wang, Dingqi Ye, Jian Peng, Haifeng Li:
Continual Learning for Remote Sensing Image Scene Classification With Prompt Learning. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j81]Chengli Peng, Haifeng Li, Chao Tao, Yansheng Li, Jiayi Ma:
MSINet: Mining scale information from digital surface models for semantic segmentation of aerial images. Pattern Recognit. 143: 109785 (2023) - [j80]Haifeng Li, Wenxuan Jing, Guo Wei, Kai Wu, Mingming Su, Lu Liu, Hao Wu, Penglong Li, Ji Qi:
RiSSNet: Contrastive Learning Network with a Relaxed Identity Sampling Strategy for Remote Sensing Image Semantic Segmentation. Remote. Sens. 15(13): 3427 (2023) - [j79]Zhaoyang Zhang, Wenxuan Jing, Haifeng Li, Chao Tao, Yunsheng Zhang:
GFCNet: Contrastive Learning Network with Geography Feature Space Joint Negative Sample Correction for Land Cover Classification. Remote. Sens. 15(20): 5056 (2023) - [j78]Chao Tao, Rong Xiao, Yuze Wang, Ji Qi, Haifeng Li:
A General Transitive Transfer Learning Framework for Cross-Optical Sensor Remote Sensing Image Scene Understanding. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 4248-4260 (2023) - [j77]Chao Tao, Ji Qi, Guo Zhang, Qing Zhu, Weipeng Lu, Haifeng Li:
TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-Supervised Learning. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 4916-4930 (2023) - [j76]Weiling Liu, Hao Cui, Yonghua Jiang, Guo Zhang, Xinghua Li, Haifeng Li, Yujia Chen, Jun Yang:
DecRecNet: A Decoupling-Reconstruction Network for Restoring the Missing Information of Optical Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 10204-10228 (2023) - [j75]Jie Chen, Peien He, Jingru Zhu, Ya Guo, Geng Sun, Min Deng, Haifeng Li:
Memory-Contrastive Unsupervised Domain Adaptation for Building Extraction of High-Resolution Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j74]Shasha Hou, Guo Zhang, Hao Cui, Xue Li, Yujia Chen, Haifeng Li, Huabin Wang, Xiaolong Ma:
Stable Prototype-Guided Single-Temporal Supervised Learning for Change Detection and Extraction of Building. IEEE Trans. Geosci. Remote. Sens. 61: 1-22 (2023) - [j73]Chao Tao, Ji Qi, Mingning Guo, Qing Zhu, Haifeng Li:
Self-Supervised Remote Sensing Feature Learning: Learning Paradigms, Challenges, and Future Works. IEEE Trans. Geosci. Remote. Sens. 61: 1-26 (2023) - [j72]Zhaoyang Zhang, Zhen Ren, Chao Tao, Yunsheng Zhang, Chengli Peng, Haifeng Li:
GraSS: Contrastive Learning With Gradient-Guided Sampling Strategy for Remote Sensing Image Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [i52]Cheng Liao, Han Hu, Xuekun Yuan, Haifeng Li, Chao Liu, Chunyang Liu, Gui Fu, Yulin Ding, Qing Zhu:
BCE-Net: Reliable Building Footprints Change Extraction based on Historical Map and Up-to-Date Images using Contrastive Learning. CoRR abs/2304.07076 (2023) - [i51]Xingyu Li, Bo Tang, Haifeng Li:
AdaER: An Adaptive Experience Replay Approach for Continual Lifelong Learning. CoRR abs/2308.03810 (2023) - [i50]Chao Tao, Aoran Hu, Rong Xiao, Haifeng Li, Yuze Wang:
Using Global Land Cover Product as Prompt for Cropland Mapping via Visual Foundation Model. CoRR abs/2310.10219 (2023) - [i49]Silu He, Qinyao Luo, Xinsha Fu, Ling Zhao, Ronghua Du, Haifeng Li:
CAT: A Causally Graph Attention Network for Trimming Heterophilic Graph. CoRR abs/2312.08672 (2023) - 2022
- [j71]Yaoli Wang, Zhou Huang, Ganmin Yin, Haifeng Li, Liu Yang, Yuelong Su, Yu Liu, Xv Shan:
Applying Ollivier-Ricci curvature to indicate the mismatch of travel demand and supply in urban transit network. Int. J. Appl. Earth Obs. Geoinformation 106: 102666 (2022) - [j70]Li Chen, Qi Li, Weiye Chen, Zeyu Wang, Haifeng Li:
A data-driven adversarial examples recognition framework via adversarial feature genomes. Int. J. Intell. Syst. 37(9): 6438-6462 (2022) - [j69]Haifeng Li, Jun Cao, Jiawei Zhu, Yu Liu, Qing Zhu, Guohua Wu:
Curvature graph neural network. Inf. Sci. 592: 50-66 (2022) - [j68]Mingming Lu, Zhixiang Xiao, Haifeng Li, Ya Zhang, Neal N. Xiong:
Feature pyramid-based graph convolutional neural network for graph classification. J. Syst. Archit. 128: 102562 (2022) - [j67]Li Chen, Xin Dou, Jian Peng, Wenbo Li, Bingyu Sun, Haifeng Li:
EFCNet: Ensemble Full Convolutional Network for Semantic Segmentation of High-Resolution Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j66]Li Chen, Jun Xiao, Pu Zou, Haifeng Li:
Lie to Me: A Soft Threshold Defense Method for Adversarial Examples of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j65]Xu Chen, Bangguo Yin, Songqiang Chen, Haifeng Li, Tian Xu:
Generating Multiscale Maps From Satellite Images via Series Generative Adversarial Networks. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j64]Jie Chen, Xing Zhou, Yi Zhang, Geng Sun, Min Deng, Haifeng Li:
Message-Passing-Driven Triplet Representation for Geo-Object Relational Inference in HRSI. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j63]Hao Cui, Guo Zhang, Ji Qi, Haifeng Li, Chao Tao, Xue Li, Shasha Hou, Deren Li:
MDANet: Unsupervised, Mixed-Domain Adaptation for Semantic Segmentation of Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j62]Haozhe Huang, Zhongfeng Mou, Yunying Li, Qiujun Li, Jie Chen, Haifeng Li:
Spatial-Temporal Invariant Contrastive Learning for Remote Sensing Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j61]Chao Tao, Ji Qi, Weipeng Lu, Hao Wang, Haifeng Li:
Remote Sensing Image Scene Classification With Self-Supervised Paradigm Under Limited Labeled Samples. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j60]Xuying Wang, Jiawei Zhu, Zhengliang Yan, Zhaoyang Zhang, Yunsheng Zhang, Yansheng Chen, Haifeng Li:
LaST: Label-Free Self-Distillation Contrastive Learning With Transformer Architecture for Remote Sensing Image Scene Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j59]Zhaoyang Zhang, Xuying Wang, Xiaoming Mei, Chao Tao, Haifeng Li:
FALSE: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j58]Zeyi Li, Haitao Zhang, Yihang Huang, Haifeng Li:
A Robust Strategy for Large-Size Optical and SAR Image Registration. Remote. Sens. 14(13): 3012 (2022) - [j57]Mingming Lu, Yongchuan Xu, Haifeng Li:
Vehicle Re-Identification Based on UAV Viewpoint: Dataset and Method. Remote. Sens. 14(18): 4603 (2022) - [j56]Ming Zhang, Xin Gu, Jun Xiao, Pu Zou, Zuoqin Shi, Silu He, Haifeng Li, Sumin Li:
Analysis of Urban Visual Memes Based on Dictionary Learning: An Example with Urban Image Data. Symmetry 14(1): 175 (2022) - [j55]Jiawei Zhu, Xinqiang Ma, Hemeng Yang, Yan Li, Chao Tao, Haifeng Li:
Comprehensive Geographic Networks Analysis: Statistical, Geometric and Algebraic Perspectives. Symmetry 14(4): 797 (2022) - [j54]Haifeng Li, Ye Chen, Zhenshi Zhang, Jian Peng:
RAISE: Rank-Aware Incremental Learning for Remote Sensing Object Detection. Symmetry 14(5): 1020 (2022) - [j53]Hang Ruan, Jian Peng, Ye Chen, Silu He, Zhenshi Zhang, Haifeng Li:
A Class-Incremental Detection Method of Remote Sensing Images Based on Selective Distillation. Symmetry 14(10): 2100 (2022) - [j52]Jiawei Zhu, Bo Li, Zhenshi Zhang, Ling Zhao, Haifeng Li:
High-Order Topology-Enhanced Graph Convolutional Networks for Dynamic Graphs. Symmetry 14(10): 2218 (2022) - [j51]Yifan Chang, Yifan Wang, Jian Peng, Ziyi Dong, Haifeng Li, Wenbo Li:
MFS: A Brain-Inspired Memory Formation System for GAN. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(8): 2598-2610 (2022) - [j50]Jie Chen, Haozhe Huang, Jian Peng, Jiawei Zhu, Li Chen, Chao Tao, Haifeng Li:
Contextual Information-Preserved Architecture Learning for Remote-Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j49]Zhenqi Cui, Wang Yang, Li Chen, Haifeng Li:
MKN: Metakernel Networks for Few Shot Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j48]Chao Tao, Siyang Fu, Ji Qi, Haifeng Li:
Thick Cloud Removal in Optical Remote Sensing Images Using a Texture Complexity Guided Self-Paced Learning Method. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j47]Hao Wang, Chao Tao, Ji Qi, Rong Xiao, Haifeng Li:
Avoiding Negative Transfer for Semantic Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j46]Dingqi Ye, Jian Peng, Haifeng Li, Lorenzo Bruzzone:
Better Memorization, Better Recall: A Lifelong Learning Framework for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j45]Jiawei Zhu, Xing Han, Hanhan Deng, Chao Tao, Ling Zhao, Pu Wang, Tao Lin, Haifeng Li:
KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting. IEEE Trans. Intell. Transp. Syst. 23(9): 15055-15065 (2022) - [j44]Jian Peng, Bo Tang, Hao Jiang, Zhuo Li, Yinjie Lei, Tao Lin, Haifeng Li:
Overcoming Long-Term Catastrophic Forgetting Through Adversarial Neural Pruning and Synaptic Consolidation. IEEE Trans. Neural Networks Learn. Syst. 33(9): 4243-4256 (2022) - [j43]Baoju Liu, Min Deng, Guohua Wu, Xinyu Pei, Haifeng Li, Witold Pedrycz:
Bottom-Up Mechanism and Improved Contract Net Protocol for Dynamic Task Planning of Heterogeneous Earth Observation Resources. IEEE Trans. Syst. Man Cybern. Syst. 52(10): 6183-6196 (2022) - [c4]Zhao Jin, Yinjie Lei, Naveed Akhtar, Haifeng Li, Munawar Hayat:
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds. CVPR 2022: 7223-7233 - [i48]Zhao Jin, Yinjie Lei, Naveed Akhtar, Haifeng Li, Munawar Hayat:
Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds. CoRR abs/2203.16895 (2022) - [i47]Chao Tao, Ji Qia, Guo Zhang, Qing Zhu, Weipeng Lu, Haifeng Li:
TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-supervised Learning. CoRR abs/2204.04716 (2022) - [i46]Haifeng Li, Jun Cao, Jiawei Zhu, Qinyao Luo, Silu He, Xuyin Wang:
Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative Representations. CoRR abs/2210.08345 (2022) - [i45]Yunsheng Zhang, Jianguo Yao, Ruixiang Zhang, Siyang Chen, Haifeng Li:
HAVANA: Hard negAtiVe sAmples aware self-supervised coNtrastive leArning for Airborne laser scanning point clouds semantic segmentation. CoRR abs/2210.10626 (2022) - [i44]Silu He, Qinyao Luo, Ronghua Du, Ling Zhao, Haifeng Li:
STGC-GNNs: A GNN-based traffic prediction framework with a spatial-temporal Granger causality graph. CoRR abs/2210.16789 (2022) - [i43]Zhaoyang Zhang, Xuying Wang, Xiaoming Mei, Chao Tao, Haifeng Li:
False: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image. CoRR abs/2211.07928 (2022) - [i42]Chao Tao, Ji Qi, Mingning Guo, Qing Zhu, Haifeng Li:
Self-supervised remote sensing feature learning: Learning Paradigms, Challenges, and Future Works. CoRR abs/2211.08129 (2022) - [i41]Jiawei Zhu, Mei Hong, Ronghua Du, Haifeng Li:
Alleviating neighbor bias: augmenting graph self-supervise learning with structural equivalent positive samples. CoRR abs/2212.04365 (2022) - 2021
- [j42]Jiawei Zhu, Qiongjie Wang, Chao Tao, Hanhan Deng, Ling Zhao, Haifeng Li:
AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting. IEEE Access 9: 35973-35983 (2021) - [j41]Ximeng Cheng, Jianying Wang, Haifeng Li, Yi Zhang, Lun Wu, Yu Liu:
A method to evaluate task-specific importance of spatio-temporal units based on explainable artificial intelligence. Int. J. Geogr. Inf. Sci. 35(10): 2002-2025 (2021) - [j40]Jiandong Bai, Jiawei Zhu, Yujiao Song, Ling Zhao, Zhixiang Hou, Ronghua Du, Haifeng Li:
A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting. ISPRS Int. J. Geo Inf. 10(7): 485 (2021) - [j39]Ling Zhao, Li Luo, Bo Li, Liyan Xu, Jiawei Zhu, Silu He, Haifeng Li:
Analysis of the Uniqueness and Similarity of City Landscapes Based on Deep Style Learning. ISPRS Int. J. Geo Inf. 10(11): 734 (2021) - [j38]Penglong Li, Zuoqin Shi, Yi Ding, Ling Zhao, Zezhong Ma, He Xiao, Haifeng Li:
Analysis of the Temporal and Spatial Characteristics of Material Cultural Heritage Driven by Big Data - Take Museum Relics as an Example. Inf. 12(4): 153 (2021) - [j37]Haifeng Li, Kaijian Qiu, Li Chen, Xiaoming Mei, Liang Hong, Chao Tao:
SCAttNet: Semantic Segmentation Network With Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images. IEEE Geosci. Remote. Sens. Lett. 18(5): 905-909 (2021) - [j36]Jian Peng, Xiaoming Mei, Wenbo Li, Liang Hong, Bingyu Sun, Haifeng Li:
Scene Complexity: A New Perspective on Understanding the Scene Semantics of Remote Sensing and Designing Image-Adaptive Convolutional Neural Networks. Remote. Sens. 13(4): 742 (2021) - [j35]Cheng Liao, Han Hu, Haifeng Li, Xuming Ge, Min Chen, Chuangnong Li, Qing Zhu:
Joint Learning of Contour and Structure for Boundary-Preserved Building Extraction. Remote. Sens. 13(6): 1049 (2021) - [j34]Mingming Lu, Qi Li, Li Chen, Haifeng Li:
Scale-Adaptive Adversarial Patch Attack for Remote Sensing Image Aircraft Detection. Remote. Sens. 13(20): 4078 (2021) - [j33]Jie Chen, Ziyang Yuan, Jian Peng, Li Chen, Haozhe Huang, Jiawei Zhu, Yu Liu, Haifeng Li:
DASNet: Dual Attentive Fully Convolutional Siamese Networks for Change Detection in High-Resolution Satellite Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 1194-1206 (2021) - [j32]Haifeng Li, Haikuo Huang, Li Chen, Jian Peng, Haozhe Huang, Zhenqi Cui, Xiaoming Mei, Guohua Wu:
Adversarial Examples for CNN-Based SAR Image Classification: An Experience Study. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 1333-1347 (2021) - [j31]Li Chen, Weiye Chen, Zewei Xu, Haozhe Huang, Shaowen Wang, Qing Zhu, Haifeng Li:
DAPnet: A Double Self-Attention Convolutional Network for Point Cloud Semantic Labeling. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14: 9680-9691 (2021) - [j30]Xu Chen, Songqiang Chen, Tian Xu, Bangguo Yin, Jian Peng, Xiaoming Mei, Haifeng Li:
SMAPGAN: Generative Adversarial Network-Based Semisupervised Styled Map Tile Generation Method. IEEE Trans. Geosci. Remote. Sens. 59(5): 4388-4406 (2021) - [j29]Qing Zhu, Cheng Liao, Han Hu, Xiaoming Mei, Haifeng Li:
MAP-Net: Multiple Attending Path Neural Network for Building Footprint Extraction From Remote Sensed Imagery. IEEE Trans. Geosci. Remote. Sens. 59(7): 6169-6181 (2021) - [j28]Haifeng Li, Zhenqi Cui, Zhiqiang Zhu, Li Chen, Jiawei Zhu, Haozhe Huang, Chao Tao:
RS-MetaNet: Deep Metametric Learning for Few-Shot Remote Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 59(8): 6983-6994 (2021) - [j27]Li Chen, Zewei Xu, Qi Li, Jian Peng, Shaowen Wang, Haifeng Li:
An Empirical Study of Adversarial Examples on Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 59(9): 7419-7433 (2021) - [j26]Yinjie Lei, Duo Peng, Pingping Zhang, Qiuhong Ke, Haifeng Li:
Hierarchical Paired Channel Fusion Network for Street Scene Change Detection. IEEE Trans. Image Process. 30: 55-67 (2021) - [j25]Min Deng, Baoju Liu, Sumin Li, Ronghua Du, Guohua Wu, Haifeng Li, Ling Wang:
A Two-Phase Coordinated Planning Approach for Heterogeneous Earth-Observation Resources to Monitor Area Targets. IEEE Trans. Syst. Man Cybern. Syst. 51(10): 6388-6403 (2021) - [i40]Haifeng Li, Jun Cao, Jiawei Zhu, Qing Zhu, Guohua Wu:
Graph Information Vanishing Phenomenon inImplicit Graph Neural Networks. CoRR abs/2103.01770 (2021) - [i39]Xu Chen, Bangguo Yin, Songqiang Chen, Haifeng Li, Tian Xu:
Generating Multi-scale Maps from Remote Sensing Images via Series Generative Adversarial Networks. CoRR abs/2103.16909 (2021) - [i38]Haifeng Li, Yi Li, Guo Zhang, Ruoyun Liu, Haozhe Huang, Qing Zhu, Chao Tao:
Remote Sensing Images Semantic Segmentation with General Remote Sensing Vision Model via a Self-Supervised Contrastive Learning Method. CoRR abs/2106.10605 (2021) - [i37]Haifeng Li, Jun Cao, Jiawei Zhu, Yu Liu, Qing Zhu, Guohua Wu:
Curvature Graph Neural Network. CoRR abs/2106.15762 (2021) - [i36]Jian Peng, Xian Sun, Min Deng, Chao Tao, Bo Tang, Wenbo Li, Guohua Wu, Qing Zhu, Yu Liu, Tao Lin, Haifeng Li:
Learning by Active Forgetting for Neural Networks. CoRR abs/2111.10831 (2021) - [i35]Yifan Chang, Wenbo Li, Jian Peng, Bo Tang, Yu Kang, Yinjie Lei, Yuanmiao Gui, Qing Zhu, Yu Liu, Haifeng Li:
Reviewing continual learning from the perspective of human-level intelligence. CoRR abs/2111.11964 (2021) - [i34]Jian Peng, Dingqi Ye, Bo Tang, Yinjie Lei, Yu Liu, Haifeng Li:
Overcome Anterograde Forgetting with Cycled Memory Networks. CoRR abs/2112.02342 (2021) - 2020
- [j24]Yanjie Zeng, Xinsha Fu, Lei Gao, Jiawei Zhu, Haifeng Li, Yuheng Li:
Robust Multivehicle Tracking With Wasserstein Association Metric in Surveillance Videos. IEEE Access 8: 47863-47876 (2020) - [j23]Li Chen, Haifeng Li, Guowei Zhu, Qi Li, Jiawei Zhu, Haozhe Huang, Jian Peng, Lin Zhao:
Attack Selectivity of Adversarial Examples in Remote Sensing Image Scene Classification. IEEE Access 8: 137477-137489 (2020) - [j22]Yifan Chang, Wenbo Li, Jian Peng, Haifeng Li, Yu Kang, Yingliang Huang:
Memory Protection Generative Adversarial Network (MPGAN): A Framework to Overcome the Forgetting of GANs Using Parameter Regularization Methods. IEEE Access 8: 179942-179954 (2020) - [j21]Haifeng Li, Zuoqin Shi, Li Chen, Zhenqi Cui, Sumin Li, Ling Zhao:
Analysis of Cultural Meme Characteristics for Big Data of Cultural Relics. Inf. 11(12): 584 (2020) - [j20]Huangke Chen, Ran Cheng, Jinming Wen, Haifeng Li, Jian Weng:
Solving large-scale many-objective optimization problems by covariance matrix adaptation evolution strategy with scalable small subpopulations. Inf. Sci. 509: 457-469 (2020) - [j19]Chengcheng Wang, Zhongzhi Xu, Ronghua Du, Haifeng Li, Pu Wang:
A vehicle routing model based on large-scale radio frequency identification data. J. Intell. Transp. Syst. 24(2): 142-155 (2020) - [j18]Haifeng Li, Hao Jiang, Xin Gu, Jian Peng, Wenbo Li, Liang Hong, Chao Tao:
CLRS: Continual Learning Benchmark for Remote Sensing Image Scene Classification. Sensors 20(4): 1226 (2020) - [j17]Haifeng Li, Xin Dou, Chao Tao, Zhixiang Wu, Jie Chen, Jian Peng, Min Deng, Ling Zhao:
RSI-CB: A Large-Scale Remote Sensing Image Classification Benchmark Using Crowdsourced Data. Sensors 20(6): 1594 (2020) - [j16]Yunsheng Zhang, Yaochen Zhu, Haifeng Li, Siyang Chen, Jian Peng, Ling Zhao:
Automatic Changes Detection between Outdated Building Maps and New VHR Images Based on Pre-Trained Fully Convolutional Feature Maps. Sensors 20(19): 5538 (2020) - [j15]Chao Tao, Hao Wang, Ji Qi, Haifeng Li:
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