Haifeng Li

Orcid: 0000-0003-1173-6593

Affiliations:
  • Central South University, School of Geosciences and Info-Physics, Changsha, Hunan, China
  • Wuhan University, China (PhD 2009)


According to our database1, Haifeng Li authored at least 125 papers between 2011 and 2024.

Collaborative distances:

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Bibliography

2024
HSONet: A Siamese foreground association-driven hard case sample optimization network for high-resolution remote sensing image change detection.
CoRR, 2024

2023
MSINet: Mining scale information from digital surface models for semantic segmentation of aerial images.
Pattern Recognit., November, 2023

GFCNet: Contrastive Learning Network with Geography Feature Space Joint Negative Sample Correction for Land Cover Classification.
Remote. Sens., October, 2023

RiSSNet: Contrastive Learning Network with a Relaxed Identity Sampling Strategy for Remote Sensing Image Semantic Segmentation.
Remote. Sens., July, 2023

GraSS: Contrastive Learning With Gradient-Guided Sampling Strategy for Remote Sensing Image Semantic Segmentation.
IEEE Trans. Geosci. Remote. Sens., 2023

Self-Supervised Remote Sensing Feature Learning: Learning Paradigms, Challenges, and Future Works.
IEEE Trans. Geosci. Remote. Sens., 2023

Stable Prototype-Guided Single-Temporal Supervised Learning for Change Detection and Extraction of Building.
IEEE Trans. Geosci. Remote. Sens., 2023

Memory-Contrastive Unsupervised Domain Adaptation for Building Extraction of High-Resolution Remote Sensing Imagery.
IEEE Trans. Geosci. Remote. Sens., 2023

A General Transitive Transfer Learning Framework for Cross-Optical Sensor Remote Sensing Image Scene Understanding.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-Supervised Learning.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

DecRecNet: A Decoupling-Reconstruction Network for Restoring the Missing Information of Optical Remote Sensing Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Continual Learning for Remote Sensing Image Scene Classification With Prompt Learning.
IEEE Geosci. Remote. Sens. Lett., 2023

CAT: A Causally Graph Attention Network for Trimming Heterophilic Graph.
CoRR, 2023

Using Global Land Cover Product as Prompt for Cropland Mapping via Visual Foundation Model.
CoRR, 2023

2022
Bottom-Up Mechanism and Improved Contract Net Protocol for Dynamic Task Planning of Heterogeneous Earth Observation Resources.
IEEE Trans. Syst. Man Cybern. Syst., 2022

Overcoming Long-Term Catastrophic Forgetting Through Adversarial Neural Pruning and Synaptic Consolidation.
IEEE Trans. Neural Networks Learn. Syst., 2022

KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting.
IEEE Trans. Intell. Transp. Syst., 2022

Better Memorization, Better Recall: A Lifelong Learning Framework for Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Avoiding Negative Transfer for Semantic Segmentation of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2022

Thick Cloud Removal in Optical Remote Sensing Images Using a Texture Complexity Guided Self-Paced Learning Method.
IEEE Trans. Geosci. Remote. Sens., 2022

MKN: Metakernel Networks for Few Shot Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

Contextual Information-Preserved Architecture Learning for Remote-Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2022

MFS: A Brain-Inspired Memory Formation System for GAN.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Comprehensive Geographic Networks Analysis: Statistical, Geometric and Algebraic Perspectives.
Symmetry, 2022

High-Order Topology-Enhanced Graph Convolutional Networks for Dynamic Graphs.
Symmetry, 2022

Analysis of Urban Visual Memes Based on Dictionary Learning: An Example with Urban Image Data.
Symmetry, 2022

A Class-Incremental Detection Method of Remote Sensing Images Based on Selective Distillation.
Symmetry, 2022

RAISE: Rank-Aware Incremental Learning for Remote Sensing Object Detection.
Symmetry, 2022

Vehicle Re-Identification Based on UAV Viewpoint: Dataset and Method.
Remote. Sens., 2022

A Robust Strategy for Large-Size Optical and SAR Image Registration.
Remote. Sens., 2022

FALSE: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image.
IEEE Geosci. Remote. Sens. Lett., 2022

LaST: Label-Free Self-Distillation Contrastive Learning With Transformer Architecture for Remote Sensing Image Scene Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

Remote Sensing Image Scene Classification With Self-Supervised Paradigm Under Limited Labeled Samples.
IEEE Geosci. Remote. Sens. Lett., 2022

Spatial-Temporal Invariant Contrastive Learning for Remote Sensing Scene Classification.
IEEE Geosci. Remote. Sens. Lett., 2022

MDANet: Unsupervised, Mixed-Domain Adaptation for Semantic Segmentation of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Message-Passing-Driven Triplet Representation for Geo-Object Relational Inference in HRSI.
IEEE Geosci. Remote. Sens. Lett., 2022

Generating Multiscale Maps From Satellite Images via Series Generative Adversarial Networks.
IEEE Geosci. Remote. Sens. Lett., 2022

Lie to Me: A Soft Threshold Defense Method for Adversarial Examples of Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022

EFCNet: Ensemble Full Convolutional Network for Semantic Segmentation of High-Resolution Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2022

Feature pyramid-based graph convolutional neural network for graph classification.
J. Syst. Archit., 2022

Curvature graph neural network.
Inf. Sci., 2022

A data-driven adversarial examples recognition framework via adversarial feature genomes.
Int. J. Intell. Syst., 2022

Alleviating neighbor bias: augmenting graph self-supervise learning with structural equivalent positive samples.
CoRR, 2022

STGC-GNNs: A GNN-based traffic prediction framework with a spatial-temporal Granger causality graph.
CoRR, 2022

HAVANA: Hard negAtiVe sAmples aware self-supervised coNtrastive leArning for Airborne laser scanning point clouds semantic segmentation.
CoRR, 2022

Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative Representations.
CoRR, 2022

TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-supervised Learning.
CoRR, 2022

Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
A Two-Phase Coordinated Planning Approach for Heterogeneous Earth-Observation Resources to Monitor Area Targets.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Hierarchical Paired Channel Fusion Network for Street Scene Change Detection.
IEEE Trans. Image Process., 2021

MAP-Net: Multiple Attending Path Neural Network for Building Footprint Extraction From Remote Sensed Imagery.
IEEE Trans. Geosci. Remote. Sens., 2021

RS-MetaNet: Deep Metametric Learning for Few-Shot Remote Sensing Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

An Empirical Study of Adversarial Examples on Remote Sensing Image Scene Classification.
IEEE Trans. Geosci. Remote. Sens., 2021

SMAPGAN: Generative Adversarial Network-Based Semisupervised Styled Map Tile Generation Method.
IEEE Trans. Geosci. Remote. Sens., 2021

Adversarial Examples for CNN-Based SAR Image Classification: An Experience Study.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

DASNet: Dual Attentive Fully Convolutional Siamese Networks for Change Detection in High-Resolution Satellite Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

DAPnet: A Double Self-Attention Convolutional Network for Point Cloud Semantic Labeling.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021

Scene Complexity: A New Perspective on Understanding the Scene Semantics of Remote Sensing and Designing Image-Adaptive Convolutional Neural Networks.
Remote. Sens., 2021

Scale-Adaptive Adversarial Patch Attack for Remote Sensing Image Aircraft Detection.
Remote. Sens., 2021

Joint Learning of Contour and Structure for Boundary-Preserved Building Extraction.
Remote. Sens., 2021

SCAttNet: Semantic Segmentation Network With Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images.
IEEE Geosci. Remote. Sens. Lett., 2021

Analysis of the Temporal and Spatial Characteristics of Material Cultural Heritage Driven by Big Data - Take Museum Relics as an Example.
Inf., 2021

Analysis of the Uniqueness and Similarity of City Landscapes Based on Deep Style Learning.
ISPRS Int. J. Geo Inf., 2021

A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting.
ISPRS Int. J. Geo Inf., 2021

Overcome Anterograde Forgetting with Cycled Memory Networks.
CoRR, 2021

Reviewing continual learning from the perspective of human-level intelligence.
CoRR, 2021

Learning by Active Forgetting for Neural Networks.
CoRR, 2021

Remote Sensing Images Semantic Segmentation with General Remote Sensing Vision Model via a Self-Supervised Contrastive Learning Method.
CoRR, 2021

Generating Multi-scale Maps from Remote Sensing Images via Series Generative Adversarial Networks.
CoRR, 2021

Graph Information Vanishing Phenomenon inImplicit Graph Neural Networks.
CoRR, 2021

AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting.
IEEE Access, 2021

2020
T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction.
IEEE Trans. Intell. Transp. Syst., 2020

Unsupervised Feature Learning to Improve Transferability of Landslide Susceptibility Representations.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Semisupervised Variational Generative Adversarial Networks for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Automatic Changes Detection between Outdated Building Maps and New VHR Images Based on Pre-Trained Fully Convolutional Feature Maps.
Sensors, 2020

CLRS: Continual Learning Benchmark for Remote Sensing Image Scene Classification.
Sensors, 2020

RSI-CB: A Large-Scale Remote Sensing Image Classification Benchmark Using Crowdsourced Data.
Sensors, 2020

A vehicle routing model based on large-scale radio frequency identification data.
J. Intell. Transp. Syst., 2020

Solving large-scale many-objective optimization problems by covariance matrix adaptation evolution strategy with scalable small subpopulations.
Inf. Sci., 2020

Analysis of Cultural Meme Characteristics for Big Data of Cultural Relics.
Inf., 2020

KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting.
CoRR, 2020

Depth-Enhanced Feature Pyramid Network for Occlusion-Aware Verification of Buildings from Oblique Images.
CoRR, 2020

AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting.
CoRR, 2020

RS-MetaNet: Deep meta metric learning for few-shot remote sensing scene classification.
CoRR, 2020

Urban Traffic Flow Forecast Based on FastGCRNN.
CoRR, 2020

A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting.
CoRR, 2020

DAPnet: A double self-attention convolutional network for segmentation of point clouds.
CoRR, 2020

DASNet: Dual attentive fully convolutional siamese networks for change detection of high resolution satellite images.
CoRR, 2020

Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition.
CoRR, 2020

Convolution Neural Network Architecture Learning for Remote Sensing Scene Classification.
CoRR, 2020

S<sup>2</sup>OMGAN: Shortcut from Remote Sensing Images to Online Maps.
CoRR, 2020

Robust Multivehicle Tracking With Wasserstein Association Metric in Surveillance Videos.
IEEE Access, 2020

Attack Selectivity of Adversarial Examples in Remote Sensing Image Scene Classification.
IEEE Access, 2020

Memory Protection Generative Adversarial Network (MPGAN): A Framework to Overcome the Forgetting of GANs Using Parameter Regularization Methods.
IEEE Access, 2020

2019
Hyperbolic Function Embedding: Learning Hierarchical Representation for Functions of Source Code in Hyperbolic Space.
Symmetry, 2019

Pressure point driven evolutionary algorithm for many-objective optimization.
Swarm Evol. Comput., 2019

Multi-Scale DenseNets-Based Aircraft Detection from Remote Sensing Images.
Sensors, 2019

Understanding the Importance of Single Directions via Representative Substitution.
CoRR, 2019

Adversarial Example in Remote Sensing Image Recognition.
CoRR, 2019

MAP-Net: Multi Attending Path Neural Network for Building Footprint Extraction from Remote Sensed Imagery.
CoRR, 2019

Program Classification Using Gated Graph Attention Neural Network for Online Programming Service.
CoRR, 2019

Procedural Learning With Robust Visual Features via Low Rank Prior.
IEEE Access, 2019

Semi-Supervised Variational Generative Adversarial Networks for Hyperspectral Image Classification.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018
Ensemble of differential evolution variants.
Inf. Sci., 2018

Adversarial Feature Genome: a Data Driven Adversarial Examples Recognition Method.
CoRR, 2018

Overcoming Catastrophic Forgetting by Soft Parameter Pruning.
CoRR, 2018

Measuring Road Network Topology Vulnerability by Ricci Curvature.
CoRR, 2018

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method.
CoRR, 2018

Learning to Measure Change: Fully Convolutional Siamese Metric Networks for Scene Change Detection.
CoRR, 2018

A Self-Adapted Across Neighborhood Search Algorithm With Variable Reduction Strategy for Solving Non-Convex Static and Dynamic Economic Dispatch Problems.
IEEE Access, 2018

2017
On the Selective and Invariant Representation of DCNN for High-Resolution Remote Sensing Image Recognition.
CoRR, 2017

A Probabilistic Embedding Clustering Method for Urban Structure Detection.
CoRR, 2017

RSI-CB: A Large Scale Remote Sensing Image Classification Benchmark via Crowdsource Data.
CoRR, 2017

What do We Learn by Semantic Scene Understanding for Remote Sensing imagery in CNN framework?
CoRR, 2017

Satellite observation scheduling with a novel adaptive simulated annealing algorithm and a dynamic task clustering strategy.
Comput. Ind. Eng., 2017

Using variable reduction strategy to accelerate evolutionary optimization.
Appl. Soft Comput., 2017

Why batch normalization works? a buckling perspective.
Proceedings of the IEEE International Conference on Information and Automation, 2017

2016
Coordinated Planning of Heterogeneous Earth Observation Resources.
IEEE Trans. Syst. Man Cybern. Syst., 2016

Latent spatio-temporal activity structures: a new approach to inferring intra-urban functional regions via social media check-in data.
Geo spatial Inf. Sci., 2016

Queue Theory based Response Time Analyses for Geo-Information Processing Chain.
CoRR, 2016

2014
Superior solution guided particle swarm optimization combined with local search techniques.
Expert Syst. Appl., 2014

Urban spatial-temporal activity structures: a New Approach to Inferring the Intra-urban Functional Regions via Social Media Check-In Data.
CoRR, 2014

An adaptive Simulated Annealing-based satellite observation scheduling method combined with a dynamic task clustering strategy.
CoRR, 2014

2012
Geo-information processing service composition for concurrent tasks: A QoS-aware game theory approach.
Comput. Geosci., 2012

2011
Non-cooperative Game Based QoS-Aware Web Services Composition Approach for Concurrent Tasks.
Proceedings of the IEEE International Conference on Web Services, 2011


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