Non-cooperative Game Based QoS-Aware Web Services Composition Approach for Concurrent Tasks. - Haifeng Li 007; Qing Zhu; Yiqiang Ouyang (ICWS, 2011)

Geo-information processing service composition for concurrent tasks: A QoS-aware game theory approach. - Haifeng Li 007; Qing Zhu; Xiaoxia Yang; Linrong Xu (Comput. Geosci., 2012)

An adaptive Simulated Annealing-based satellite observation scheduling method combined with a dynamic task clustering strategy. - Guohua Wu 001; Huilin Wang; Haifeng Li 007; Witold Pedrycz; Dishan Qiu; Manhao Ma; Jin Liu (CoRR, 2014)

Urban spatial-temporal activity structures: a New Approach to Inferring the Intra-urban Functional Regions via Social Media Check-In Data. - Ye Zhi; Yu Liu; Shaowen Wang 001; Min Deng; Jing Gao; Haifeng Li 007 (CoRR, 2014)

Superior solution guided particle swarm optimization combined with local search techniques. - Guohua Wu 001; Dishan Qiu; Ying Yu; Witold Pedrycz; Manhao Ma; Haifeng Li 007 (Expert Syst. Appl., 2014)

Queue Theory based Response Time Analyses for Geo-Information Processing Chain. - Jie Chen 048; Jian Peng 009; Min Deng; Chao Tao 001; Haifeng Li 007 (CoRR, 2016)

Latent spatio-temporal activity structures: a new approach to inferring intra-urban functional regions via social media check-in data. - Ye Zhi; Haifeng Li 007; Dashan Wang; Min Deng; Shaowen Wang 001; Jing Gao; Zhengyu Duan; Yu Liu (Geo spatial Inf. Sci., 2016)

Coordinated Planning of Heterogeneous Earth Observation Resources. - Guohua Wu 001; Witold Pedrycz; Haifeng Li 007; Manhao Ma; Jin Liu (IEEE Trans. Syst. Man Cybern. Syst., 2016)

Why batch normalization works? a buckling perspective. - Li Chen 025; Hongxiao Fei; Yanru Xiao; Jiabao He; Haifeng Li 007 (ICIA, 2017)

Using variable reduction strategy to accelerate evolutionary optimization. - Guohua Wu 001; Witold Pedrycz; Ponnuthurai N. Suganthan; Haifeng Li 007 (Appl. Soft Comput., 2017)

Satellite observation scheduling with a novel adaptive simulated annealing algorithm and a dynamic task clustering strategy. - Guohua Wu 001; Huilin Wang; Witold Pedrycz; Haifeng Li 007; Ling Wang 001 (Comput. Ind. Eng., 2017)

What do We Learn by Semantic Scene Understanding for Remote Sensing imagery in CNN framework? - Haifeng Li 007; Jian Peng 009; Chao Tao 001; Jie Chen 048; Min Deng (CoRR, 2017)

RSI-CB: A Large Scale Remote Sensing Image Classification Benchmark via Crowdsource Data. - Haifeng Li 007; Chao Tao 001; Zhixiang Wu; Jie Chen 048; Jianya Gong; Min Deng (CoRR, 2017)

A Probabilistic Embedding Clustering Method for Urban Structure Detection. - Xin Lin; Haifeng Li 007; Yan Zhang; Lei Gao; Ling Zhao 005; Min Deng (CoRR, 2017)

On the Selective and Invariant Representation of DCNN for High-Resolution Remote Sensing Image Recognition. - Jie Chen 048; Chao Yuan; Min Deng; Chao Tao 001; Jian Peng 009; Haifeng Li 007 (CoRR, 2017)

A Self-Adapted Across Neighborhood Search Algorithm With Variable Reduction Strategy for Solving Non-Convex Static and Dynamic Economic Dispatch Problems. - Xin Shen 001; Guohua Wu 001; Rui Wang 017; Huangke Chen; Haifeng Li 007; Jianmai Shi (IEEE Access, 2018)

Learning to Measure Change: Fully Convolutional Siamese Metric Networks for Scene Change Detection. - Enqiang Guo; Xinsha Fu; Jiawei Zhu; Min Deng; Yu Liu 003; Qing Zhu; Haifeng Li 007 (CoRR, 2018)

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method. - Ling Zhao 005; Yujiao Song; Min Deng; Haifeng Li 007 (CoRR, 2018)

Measuring Road Network Topology Vulnerability by Ricci Curvature. - Lei Gao; Xingquan Liu; Yu Liu 003; Pu Wang 005; Min Deng; Qing Zhu; Haifeng Li 007 (CoRR, 2018)

Understanding the Importance of Single Directions via Representative Substitution. - Li Chen 025; Hailun Ding; Qi Li 031; Zhuo Li; Jian Peng 009; Haifeng Li 007 (CoRR, 2018)

Overcoming Catastrophic Forgetting by Soft Parameter Pruning. - Jian Peng 009; Hao Jiang 020; Zhuo Li; Enqiang Guo; Xiaohong Wan; Min Deng; Qing Zhu; Haifeng Li 007 (CoRR, 2018)

Adversarial Feature Genome: a Data Driven Adversarial Examples Recognition Method. - Li Chen 025; Hailun Ding; Qi Li 031; Jiawei Zhu; Haozhe Huang; Yifan Chang; Haifeng Li 007 (CoRR, 2018)

Ensemble of differential evolution variants. - Guohua Wu 001; Xin Shen 001; Haifeng Li 007; Huangke Chen; Anping Lin; Ponnuthurai N. Suganthan (Inf. Sci., 2018)

Semi-Supervised Variational Generative Adversarial Networks for Hyperspectral Image Classification. - Hao Wang 069; Chao Tao 001; Ji Qi 001; Haifeng Li 007; Yuqi Tang (IGARSS, 2019)

Procedural Learning With Robust Visual Features via Low Rank Prior. - Haifeng Li 007; Li Chen 025; Hailun Ding; Qi Li 031; Bingyu Sun; Guohua Wu 001 (IEEE Access, 2019)

Program Classification Using Gated Graph Attention Neural Network for Online Programming Service. - Mingming Lu; Dingwu Tan; Naixue Xiong; Zailiang Chen 001; Haifeng Li 007 (CoRR, 2019)

MAP-Net: Multi Attending Path Neural Network for Building Footprint Extraction from Remote Sensed Imagery. - Qing Zhu; Cheng Liao; Han Hu 005; Xiaoming Mei; Haifeng Li 007 (CoRR, 2019)

Adversarial Example in Remote Sensing Image Recognition. - Li Chen 025; Guowei Zhu; Qi Li 031; Haifeng Li 007 (CoRR, 2019)

Multi-Scale DenseNets-Based Aircraft Detection from Remote Sensing Images. - Yantian Wang; Haifeng Li 007; Peng Jia 006; Guo Zhang 001; Taoyang Wang; Xiaoyun Hao (Sensors, 2019)

Pressure point driven evolutionary algorithm for many-objective optimization. - Jianghan Zhu; Huangke Chen; Guohua Wu 001; Li Chen 025; Haifeng Li 007 (Swarm Evol. Comput., 2019)

Hyperbolic Function Embedding: Learning Hierarchical Representation for Functions of Source Code in Hyperbolic Space. - Mingming Lu; Yan Liu; Haifeng Li 007; Dingwu Tan; Xiaoxian He; Wenjie Bi; Wendbo Li (Symmetry, 2019)

Memory Protection Generative Adversarial Network (MPGAN): A Framework to Overcome the Forgetting of GANs Using Parameter Regularization Methods. - Yifan Chang; Wenbo Li 004; Jian Peng 009; Haifeng Li 007; Yu Kang 001; Yingliang Huang (IEEE Access, 2020)

Attack Selectivity of Adversarial Examples in Remote Sensing Image Scene Classification. - Li Chen 025; Haifeng Li 007; Guowei Zhu; Qi Li 031; Jiawei Zhu; Haozhe Huang; Jian Peng 009; Lin Zhao (IEEE Access, 2020)

Robust Multivehicle Tracking With Wasserstein Association Metric in Surveillance Videos. - Yanjie Zeng; Xinsha Fu; Lei Gao; Jiawei Zhu; Haifeng Li 007; Yuheng Li (IEEE Access, 2020)

S2OMGAN: Shortcut from Remote Sensing Images to Online Maps. - Xu Chen 042; Songqiang Chen; Tian Xu; Bangguo Yin; Jian Peng 009; Xiaoming Mei; Haifeng Li 007 (CoRR, 2020)

Convolution Neural Network Architecture Learning for Remote Sensing Scene Classification. - Jie Chen 048; Haozhe Huang; Jian Peng 009; Jiawei Zhu; Li Chen 025; Wenbo Li 004; Bingyu Sun; Haifeng Li 007 (CoRR, 2020)

Deep Fusion of Local and Non-Local Features for Precision Landslide Recognition. - Qing Zhu; Lin Chen; Han Hu 005; Binzhi Xu; Yeting Zhang; Haifeng Li 007 (CoRR, 2020)

DASNet: Dual attentive fully convolutional siamese networks for change detection of high resolution satellite images. - Jie Chen 048; Ziyang Yuan; Jian Peng 009; Li Chen 025; Haozhe Huang; Jiawei Zhu; Tao Lin 008; Haifeng Li 007 (CoRR, 2020)

DAPnet: A double self-attention convolutional network for segmentation of point clouds. - Li Chen 025; Zewei Xu; Yongjian Fu; Haozhe Huang; Shaowen Wang 001; Haifeng Li 007 (CoRR, 2020)

A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting. - Jiawei Zhu; Yujiao Song; Ling Zhao 005; Haifeng Li 007 (CoRR, 2020)

Urban Traffic Flow Forecast Based on FastGCRNN. - Ya Zhang; Mingming Lu; Haifeng Li 007 (CoRR, 2020)

RS-MetaNet: Deep meta metric learning for few-shot remote sensing scene classification. - Haifeng Li 007; Zhenqi Cui; Zhiqing Zhu; Li Chen 025; Jiawei Zhu; Haozhe Huang; Chao Tao 001 (CoRR, 2020)

AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting. - Jiawei Zhu; Chao Tao 001; Hanhan Deng; Ling Zhao 005; Pu Wang 005; Tao Lin 008; Haifeng Li 007 (CoRR, 2020)

Depth-Enhanced Feature Pyramid Network for Occlusion-Aware Verification of Buildings from Oblique Images. - Qing Zhu; Shengzhi Huang; Han Hu 005; Haifeng Li 007; Min Chen 015; Ruofei Zhong (CoRR, 2020)

KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting. - Jiawei Zhu; Xin Han; Hanhan Deng; Chao Tao 001; Ling Zhao 005; Lin Tao; Haifeng Li 007 (CoRR, 2020)

Analysis of Cultural Meme Characteristics for Big Data of Cultural Relics. - Haifeng Li 007; Zuoqin Shi; Li Chen 025; Zhenqi Cui; Sumin Li; Ling Zhao 005 (Inf., 2020)

Solving large-scale many-objective optimization problems by covariance matrix adaptation evolution strategy with scalable small subpopulations. - Huangke Chen; Ran Cheng; Jinming Wen; Haifeng Li 007; Jian Weng 001 (Inf. Sci., 2020)

A vehicle routing model based on large-scale radio frequency identification data. - Chengcheng Wang; Zhongzhi Xu; Ronghua Du; Haifeng Li 007; Pu Wang 005 (J. Intell. Transp. Syst., 2020)

RSI-CB: A Large-Scale Remote Sensing Image Classification Benchmark Using Crowdsourced Data. - Haifeng Li 007; Xin Dou; Chao Tao 001; Zhixiang Wu; Jie Chen 048; Jian Peng 009; Min Deng; Ling Zhao 005 (Sensors, 2020)

CLRS: Continual Learning Benchmark for Remote Sensing Image Scene Classification. - Haifeng Li 007; Hao Jiang 020; Xin Gu; Jian Peng 009; Wenbo Li 004; Liang Hong; Chao Tao 001 (Sensors, 2020)

Automatic Changes Detection between Outdated Building Maps and New VHR Images Based on Pre-Trained Fully Convolutional Feature Maps. - Yunsheng Zhang; Yaochen Zhu; Haifeng Li 007; Siyang Chen; Jian Peng 009; Ling Zhao 005 (Sensors, 2020)

Semisupervised Variational Generative Adversarial Networks for Hyperspectral Image Classification. - Chao Tao 001; Hao Wang 069; Ji Qi 001; Haifeng Li 007 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

Unsupervised Feature Learning to Improve Transferability of Landslide Susceptibility Representations. - Qing Zhu; Li Chen 026; Han Hu 005; Saied Pirasteh; Haifeng Li 007; Xiao Xie (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020)

T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction. - Ling Zhao 005; Yujiao Song; Chao Zhang; Yu Liu 003; Pu Wang 005; Tao Lin 008; Min Deng; Haifeng Li 007 (IEEE Trans. Intell. Transp. Syst., 2020)

AST-GCN: Attribute-Augmented Spatiotemporal Graph Convolutional Network for Traffic Forecasting. - Jiawei Zhu; Qiongjie Wang; Chao Tao 001; Hanhan Deng; Ling Zhao 005; Haifeng Li 007 (IEEE Access, 2021)

Graph Information Vanishing Phenomenon inImplicit Graph Neural Networks. - Haifeng Li 007; Jun Cao; Jiawei Zhu; Qing Zhu; Guohua Wu 001 (CoRR, 2021)

Generating Multi-scale Maps from Remote Sensing Images via Series Generative Adversarial Networks. - Xu Chen 042; Bangguo Yin; Songqiang Chen; Haifeng Li 007; Tian Xu (CoRR, 2021)

Remote Sensing Images Semantic Segmentation with General Remote Sensing Vision Model via a Self-Supervised Contrastive Learning Method. - Haifeng Li 007; Yi Li; Guo Zhang 001; Ruoyun Liu; Haozhe Huang; Qing Zhu; Chao Tao 001 (CoRR, 2021)

Learning by Active Forgetting for Neural Networks. - Jian Peng 009; Xian Sun; Min Deng; Chao Tao 001; Bo Tang 011; Wenbo Li 004; Guohua Wu 001; Qing Zhu; Yu Liu 003; Tao Lin 008; Haifeng Li 007 (CoRR, 2021)

Reviewing continual learning from the perspective of human-level intelligence. - Yifan Chang; Wenbo Li 004; Jian Peng 009; Bo Tang 011; Yu Kang 001; Yinjie Lei; Yuanmiao Gui; Qing Zhu; Yu Liu 003; Haifeng Li 007 (CoRR, 2021)

Overcome Anterograde Forgetting with Cycled Memory Networks. - Jian Peng 009; Dingqi Ye; Bo Tang 011; Yinjie Lei; Yu Liu 003; Haifeng Li 007 (CoRR, 2021)

A method to evaluate task-specific importance of spatio-temporal units based on explainable artificial intelligence. - Ximeng Cheng; Jianying Wang; Haifeng Li 007; Yi Zhang 064; Lun Wu; Yu Liu 003 (Int. J. Geogr. Inf. Sci., 2021)

A3T-GCN: Attention Temporal Graph Convolutional Network for Traffic Forecasting. - Jiandong Bai; Jiawei Zhu; Yujiao Song; Ling Zhao 005; Zhixiang Hou; Ronghua Du; Haifeng Li 007 (ISPRS Int. J. Geo Inf., 2021)

Analysis of the Uniqueness and Similarity of City Landscapes Based on Deep Style Learning. - Ling Zhao 005; Li Luo; Bo Li; Liyan Xu; Jiawei Zhu; Silu He; Haifeng Li 007 (ISPRS Int. J. Geo Inf., 2021)

Analysis of the Temporal and Spatial Characteristics of Material Cultural Heritage Driven by Big Data - Take Museum Relics as an Example. - Penglong Li; Zuoqin Shi; Yi Ding; Ling Zhao 005; Zezhong Ma; He Xiao; Haifeng Li 007 (Inf., 2021)

SCAttNet: Semantic Segmentation Network With Spatial and Channel Attention Mechanism for High-Resolution Remote Sensing Images. - Haifeng Li 007; Kaijian Qiu; Li Chen 025; Xiaoming Mei; Liang Hong; Chao Tao 001 (IEEE Geosci. Remote. Sens. Lett., 2021)

Joint Learning of Contour and Structure for Boundary-Preserved Building Extraction. - Cheng Liao; Han Hu 005; Haifeng Li 007; Xuming Ge; Min Chen 015; Chuangnong Li; Qing Zhu (Remote. Sens., 2021)

Scale-Adaptive Adversarial Patch Attack for Remote Sensing Image Aircraft Detection. - Mingming Lu; Qi Li 031; Li Chen 025; Haifeng Li 007 (Remote. Sens., 2021)

Scene Complexity: A New Perspective on Understanding the Scene Semantics of Remote Sensing and Designing Image-Adaptive Convolutional Neural Networks. - Jian Peng 009; Xiaoming Mei; Wenbo Li 004; Liang Hong; Bingyu Sun; Haifeng Li 007 (Remote. Sens., 2021)

DAPnet: A Double Self-Attention Convolutional Network for Point Cloud Semantic Labeling. - Li Chen 025; Weiye Chen; Zewei Xu; Haozhe Huang; Shaowen Wang 001; Qing Zhu; Haifeng Li 007 (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. - Jie Chen 048; Ziyang Yuan; Jian Peng 009; Li Chen 025; Haozhe Huang; Jiawei Zhu; Yu Liu 008; Haifeng Li 007 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Adversarial Examples for CNN-Based SAR Image Classification: An Experience Study. - Haifeng Li 007; Haikuo Huang; Li Chen 025; Jian Peng 009; Haozhe Huang; Zhenqi Cui; Xiaoming Mei; Guohua Wu 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

SMAPGAN: Generative Adversarial Network-Based Semisupervised Styled Map Tile Generation Method. - Xu Chen 042; Songqiang Chen; Tian Xu; Bangguo Yin; Jian Peng 009; Xiaoming Mei; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2021)

An Empirical Study of Adversarial Examples on Remote Sensing Image Scene Classification. - Li Chen 025; Zewei Xu; Qi Li 031; Jian Peng 009; Shaowen Wang 001; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2021)

RS-MetaNet: Deep Metametric Learning for Few-Shot Remote Sensing Scene Classification. - Haifeng Li 007; Zhenqi Cui; Zhiqiang Zhu; Li Chen 025; Jiawei Zhu; Haozhe Huang; Chao Tao 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

MAP-Net: Multiple Attending Path Neural Network for Building Footprint Extraction From Remote Sensed Imagery. - Qing Zhu; Cheng Liao; Han Hu 005; Xiaoming Mei; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2021)

Hierarchical Paired Channel Fusion Network for Street Scene Change Detection. - Yinjie Lei; Duo Peng; Pingping Zhang; Qiuhong Ke; Haifeng Li 007 (IEEE Trans. Image Process., 2021)

A Two-Phase Coordinated Planning Approach for Heterogeneous Earth-Observation Resources to Monitor Area Targets. - Min Deng; Baoju Liu; Sumin Li; Ronghua Du; Guohua Wu 001; Haifeng Li 007; Ling Wang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2021)

Deformation and Correspondence Aware Unsupervised Synthetic-to-Real Scene Flow Estimation for Point Clouds. - Zhao Jin; Yinjie Lei; Naveed Akhtar; Haifeng Li 007; Munawar Hayat (CVPR, 2022)

Applying Ollivier-Ricci curvature to indicate the mismatch of travel demand and supply in urban transit network. - Yaoli Wang; Zhou Huang; Ganmin Yin; Haifeng Li 007; Liu Yang; Yuelong Su; Yu Liu 003; Xv Shan (Int. J. Appl. Earth Obs. Geoinformation, 2022)

TOV: The Original Vision Model for Optical Remote Sensing Image Understanding via Self-supervised Learning. - Chao Tao 001; Ji Qia; Guo Zhang 001; Qing Zhu; Weipeng Lu; Haifeng Li 007 (CoRR, 2022)

Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative Representations. - Haifeng Li 007; Jun Cao; Jiawei Zhu; Qinyao Luo; Silu He; Xuyin Wang (CoRR, 2022)

HAVANA: Hard negAtiVe sAmples aware self-supervised coNtrastive leArning for Airborne laser scanning point clouds semantic segmentation. - Yunsheng Zhang; Jianguo Yao; Ruixiang Zhang; Siyang Chen; Haifeng Li 007 (CoRR, 2022)

STGC-GNNs: A GNN-based traffic prediction framework with a spatial-temporal Granger causality graph. - Silu He; Qinyao Luo; Ronghua Du; Ling Zhao 005; Haifeng Li 007 (CoRR, 2022)

Alleviating neighbor bias: augmenting graph self-supervise learning with structural equivalent positive samples. - Jiawei Zhu; Mei Hong; Ronghua Du; Haifeng Li 007 (CoRR, 2022)

A data-driven adversarial examples recognition framework via adversarial feature genomes. - Li Chen 025; Qi Li 031; Weiye Chen; Zeyu Wang; Haifeng Li 007 (Int. J. Intell. Syst., 2022)

Curvature graph neural network. - Haifeng Li 007; Jun Cao; Jiawei Zhu; Yu Liu 003; Qing Zhu; Guohua Wu 001 (Inf. Sci., 2022)

Feature pyramid-based graph convolutional neural network for graph classification. - Mingming Lu; Zhixiang Xiao; Haifeng Li 007; Ya Zhang; Neal N. Xiong (J. Syst. Archit., 2022)

EFCNet: Ensemble Full Convolutional Network for Semantic Segmentation of High-Resolution Remote Sensing Images. - Li Chen 025; Xin Dou; Jian Peng 009; Wenbo Li 004; Bingyu Sun; Haifeng Li 007 (IEEE Geosci. Remote. Sens. Lett., 2022)

Lie to Me: A Soft Threshold Defense Method for Adversarial Examples of Remote Sensing Images. - Li Chen 025; Jun Xiao; Pu Zou; Haifeng Li 007 (IEEE Geosci. Remote. Sens. Lett., 2022)

Generating Multiscale Maps From Satellite Images via Series Generative Adversarial Networks. - Xu Chen 042; Bangguo Yin; Songqiang Chen; Haifeng Li 007; Tian Xu (IEEE Geosci. Remote. Sens. Lett., 2022)

Message-Passing-Driven Triplet Representation for Geo-Object Relational Inference in HRSI. - Jie Chen 048; Xing Zhou; Yi Zhang 064; Geng Sun 005; Min Deng; Haifeng Li 007 (IEEE Geosci. Remote. Sens. Lett., 2022)

MDANet: Unsupervised, Mixed-Domain Adaptation for Semantic Segmentation of Remote Sensing Images. - Hao Cui 002; Guo Zhang 001; Ji Qi 001; Haifeng Li 007; Chao Tao 001; Xue Li; Shasha Hou; Deren Li (IEEE Geosci. Remote. Sens. Lett., 2022)

Spatial-Temporal Invariant Contrastive Learning for Remote Sensing Scene Classification. - Haozhe Huang; Zhongfeng Mou; Yunying Li; Qiujun Li; Jie Chen 048; Haifeng Li 007 (IEEE Geosci. Remote. Sens. Lett., 2022)

Remote Sensing Image Scene Classification With Self-Supervised Paradigm Under Limited Labeled Samples. - Chao Tao 001; Ji Qi 001; Weipeng Lu; Hao Wang 069; Haifeng Li 007 (IEEE Geosci. Remote. Sens. Lett., 2022)

LaST: Label-Free Self-Distillation Contrastive Learning With Transformer Architecture for Remote Sensing Image Scene Classification. - Xuying Wang; Jiawei Zhu; Zhengliang Yan; Zhaoyang Zhang; Yunsheng Zhang; Yansheng Chen; Haifeng Li 007 (IEEE Geosci. Remote. Sens. Lett., 2022)

FALSE: False Negative Samples Aware Contrastive Learning for Semantic Segmentation of High-Resolution Remote Sensing Image. - Zhaoyang Zhang; Xuying Wang; Xiaoming Mei; Chao Tao 001; Haifeng Li 007 (IEEE Geosci. Remote. Sens. Lett., 2022)

A Robust Strategy for Large-Size Optical and SAR Image Registration. - Zeyi Li; Haitao Zhang; Yihang Huang; Haifeng Li 007 (Remote. Sens., 2022)

Vehicle Re-Identification Based on UAV Viewpoint: Dataset and Method. - Mingming Lu; Yongchuan Xu; Haifeng Li 007 (Remote. Sens., 2022)

RAISE: Rank-Aware Incremental Learning for Remote Sensing Object Detection. - Haifeng Li 007; Ye Chen; Zhenshi Zhang; Jian Peng 009 (Symmetry, 2022)

A Class-Incremental Detection Method of Remote Sensing Images Based on Selective Distillation. - Hang Ruan; Jian Peng 009; Ye Chen; Silu He; Zhenshi Zhang; Haifeng Li 007 (Symmetry, 2022)

Analysis of Urban Visual Memes Based on Dictionary Learning: An Example with Urban Image Data. - Ming Zhang; Xin Gu; Jun Xiao; Pu Zou; Zuoqin Shi; Silu He; Haifeng Li 007; Sumin Li (Symmetry, 2022)

High-Order Topology-Enhanced Graph Convolutional Networks for Dynamic Graphs. - Jiawei Zhu; Bo Li; Zhenshi Zhang; Ling Zhao 005; Haifeng Li 007 (Symmetry, 2022)

Comprehensive Geographic Networks Analysis: Statistical, Geometric and Algebraic Perspectives. - Jiawei Zhu; Xinqiang Ma; Hemeng Yang; Yan Li; Chao Tao 001; Haifeng Li 007 (Symmetry, 2022)

MFS: A Brain-Inspired Memory Formation System for GAN. - Yifan Chang; Yifan Wang; Jian Peng 009; Ziyi Dong; Haifeng Li 007; Wenbo Li 004 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Contextual Information-Preserved Architecture Learning for Remote-Sensing Scene Classification. - Jie Chen 048; Haozhe Huang; Jian Peng 009; Jiawei Zhu; Li Chen 025; Chao Tao 001; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2022)

MKN: Metakernel Networks for Few Shot Remote Sensing Scene Classification. - Zhenqi Cui; Wang Yang; Li Chen 025; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2022)

Thick Cloud Removal in Optical Remote Sensing Images Using a Texture Complexity Guided Self-Paced Learning Method. - Chao Tao 001; Siyang Fu; Ji Qi 001; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2022)

Avoiding Negative Transfer for Semantic Segmentation of Remote Sensing Images. - Hao Wang 069; Chao Tao 001; Ji Qi 001; Rong Xiao; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2022)

Better Memorization, Better Recall: A Lifelong Learning Framework for Remote Sensing Image Scene Classification. - Dingqi Ye; Jian Peng 009; Haifeng Li 007; Lorenzo Bruzzone (IEEE Trans. Geosci. Remote. Sens., 2022)

KST-GCN: A Knowledge-Driven Spatial-Temporal Graph Convolutional Network for Traffic Forecasting. - Jiawei Zhu; Xing Han; Hanhan Deng; Chao Tao 001; Ling Zhao 005; Pu Wang 005; Tao Lin 008; Haifeng Li 007 (IEEE Trans. Intell. Transp. Syst., 2022)

Overcoming Long-Term Catastrophic Forgetting Through Adversarial Neural Pruning and Synaptic Consolidation. - Jian Peng 009; Bo Tang 011; Hao Jiang 020; Zhuo Li; Yinjie Lei; Tao Lin 008; Haifeng Li 007 (IEEE Trans. Neural Networks Learn. Syst., 2022)

Bottom-Up Mechanism and Improved Contract Net Protocol for Dynamic Task Planning of Heterogeneous Earth Observation Resources. - Baoju Liu; Min Deng; Guohua Wu 001; Xinyu Pei; Haifeng Li 007; Witold Pedrycz (IEEE Trans. Syst. Man Cybern. Syst., 2022)

BCE-Net: Reliable Building Footprints Change Extraction based on Historical Map and Up-to-Date Images using Contrastive Learning. - Cheng Liao; Han Hu 005; Xuekun Yuan; Haifeng Li 007; Chao Liu; Chunyang Liu; Gui Fu; Yulin Ding; Qing Zhu (CoRR, 2023)

Using Global Land Cover Product as Prompt for Cropland Mapping via Visual Foundation Model. - Chao Tao 001; Aoran Hu; Rong Xiao; Haifeng Li 007; Yuze Wang 005 (CoRR, 2023)

CAT: A Causally Graph Attention Network for Trimming Heterophilic Graph. - Silu He; Qinyao Luo; Xinsha Fu; Ling Zhao 005; Ronghua Du; Haifeng Li 007 (CoRR, 2023)

Continual Learning for Remote Sensing Image Scene Classification With Prompt Learning. - Ling Zhao 005; Linrui Xu; Li Zhao; Xiaoling Zhang; Yuhan Wang; Dingqi Ye; Jian Peng 009; Haifeng Li 007 (IEEE Geosci. Remote. Sens. Lett., 2023)

DecRecNet: A Decoupling-Reconstruction Network for Restoring the Missing Information of Optical Remote Sensing Images. - Weiling Liu; Hao Cui 002; Yonghua Jiang 001; Guo Zhang 001; Xinghua Li 002; Haifeng Li 007; Yujia Chen; Jun Yang 012 (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. - Chao Tao 001; Ji Qi 001; Guo Zhang 001; Qing Zhu; Weipeng Lu; Haifeng Li 007 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

A General Transitive Transfer Learning Framework for Cross-Optical Sensor Remote Sensing Image Scene Understanding. - Chao Tao 001; Rong Xiao; Yuze Wang 005; Ji Qi 001; Haifeng Li 007 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023)

Memory-Contrastive Unsupervised Domain Adaptation for Building Extraction of High-Resolution Remote Sensing Imagery. - Jie Chen 048; Peien He; Jingru Zhu; Ya Guo 002; Geng Sun 005; Min Deng; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2023)

Stable Prototype-Guided Single-Temporal Supervised Learning for Change Detection and Extraction of Building. - Shasha Hou; Guo Zhang 001; Hao Cui 002; Xue Li; Yujia Chen; Haifeng Li 007; Huabin Wang; Xiaolong Ma (IEEE Trans. Geosci. Remote. Sens., 2023)

Self-Supervised Remote Sensing Feature Learning: Learning Paradigms, Challenges, and Future Works. - Chao Tao 001; Ji Qi 001; Mingning Guo; Qing Zhu; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2023)

GraSS: Contrastive Learning With Gradient-Guided Sampling Strategy for Remote Sensing Image Semantic Segmentation. - Zhaoyang Zhang; Zhen Ren; Chao Tao 001; Yunsheng Zhang; Chengli Peng; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2023)

RiSSNet: Contrastive Learning Network with a Relaxed Identity Sampling Strategy for Remote Sensing Image Semantic Segmentation. - Haifeng Li 007; Wenxuan Jing; Guo Wei; Kai Wu; Mingming Su; Lu Liu; Hao Wu; Penglong Li; Ji Qi 001 (Remote. Sens., 2023)

GFCNet: Contrastive Learning Network with Geography Feature Space Joint Negative Sample Correction for Land Cover Classification. - Zhaoyang Zhang; Wenxuan Jing; Haifeng Li 007; Chao Tao 001; Yunsheng Zhang (Remote. Sens., 2023)

MSINet: Mining scale information from digital surface models for semantic segmentation of aerial images. - Chengli Peng; Haifeng Li 007; Chao Tao 001; Yansheng Li 001; Jiayi Ma 001 (Pattern Recognit., 2023)

AllSpark: a multimodal spatiotemporal general model. - Run Shao; Cheng Yang; Qiujun Li; Qing Zhu; Yongjun Zhang 002; Yansheng Li 001; Yu Liu 023; Yong Tang; Dapeng Liu; Shizhong Yang; Jiayi Ma 001; Haifeng Li 007 (CoRR, 2024)

HSONet: A Siamese foreground association-driven hard case sample optimization network for high-resolution remote sensing image change detection. - Chao Tao 001; Dongsheng Kuang; Zhenyang Huang; Chengli Peng; Haifeng Li 007 (CoRR, 2024)

SAR-AE-SFP: SAR Imagery Adversarial Example in Real Physics domain with Target Scattering Feature Parameters. - Jiahao Cui 004; Jiale Duan; Binyan Luo; Hang Cao; Wang Guo; Haifeng Li 007 (CoRR, 2024)

LSTTN: A Long-Short Term Transformer-based Spatio-temporal Neural Network for Traffic Flow Forecasting. - Qinyao Luo; Silu He; Xing Han; Yuhan Wang; Haifeng Li 007 (CoRR, 2024)

Homogeneous Tokenizer Matters: Homogeneous Visual Tokenizer for Remote Sensing Image Understanding. - Run Shao; Zhaoyang Zhang; Chao Tao 001; Yunsheng Zhang; Chengli Peng; Haifeng Li 007 (CoRR, 2024)

Scene Graph Generation in Large-Size VHR Satellite Imagery: A Large-Scale Dataset and A Context-Aware Approach. - Yansheng Li 001; Linlin Wang; Tingzhu Wang; Xue Yang 005; Junwei Luo; Qi Wang 009; Youming Deng; Wenbin Wang; Xian Sun; Haifeng Li 007; Bo Dang 002; Yongjun Zhang 002; et al. (CoRR, 2024)

RS-GPT4V: A Unified Multimodal Instruction-Following Dataset for Remote Sensing Image Understanding. - Linrui Xu; Ling Zhao 005; Wang Guo; Qiujun Li; Kewang Long; Kaiqi Zou; Yuhan Wang; Haifeng Li 007 (CoRR, 2024)

SeFi-CD: A Semantic First Change Detection Paradigm That Can Detect Any Change You Want. - Ling Zhao 005; Zhenyang Huang; Dongsheng Kuang; Chengli Peng; Jun Gan; Haifeng Li 007 (CoRR, 2024)

CAT: A causal graph attention network for trimming heterophilic graphs. - Silu He; Qinyao Luo; Xinsha Fu; Ling Zhao 005; Ronghua Du; Haifeng Li 007 (Inf. Sci., 2024)

LSTTN: A Long-Short Term Transformer-based spatiotemporal neural network for traffic flow forecasting. - Qinyao Luo; Silu He; Xing Han; Yuhan Wang; Haifeng Li 007 (Knowl. Based Syst., 2024)

SeFi-CD: A Semantic First Change Detection Paradigm That Can Detect Any Change You Want. - Ling Zhao 005; Zhenyang Huang; Yipeng Wang; Chengli Peng; Jun Gan; Haifeng Li 007; Chao Hu (Remote. Sens., 2024)

Adversarial Examples for Vehicle Detection With Projection Transformation. - Jiahao Cui 004; Wang Guo; Haikuo Huang; Xun Lv; Hang Cao; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2024)

Global-Local Coupled Style Transfer for Semantic Segmentation of Bitemporal Remote Sensing Images. - Hao Wang 069; Mingning Guo; Shaoxian Li; Haifeng Li 007; Chao Tao 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

Adaptive Multiscale Slimming Network Learning for Remote Sensing Image Feature Extraction. - Dingqi Ye; Jian Peng 009; Wang Guo; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2024)

AdaER: An adaptive experience replay approach for continual lifelong learning. - Xingyu Li; Bo Tang 011; Haifeng Li 007 (Neurocomputing, 2024)

A Region-Adaptive Local Perturbation-Based Method for Generating Adversarial Examples in Synthetic Aperture Radar Object Detection. - Jiale Duan; Linyao Qiu; Guangjun He; Ling Zhao 005; Zhenshi Zhang; Haifeng Li 007 (Remote. Sens., 2024)

CDEST: Class Distinguishability-Enhanced Self-Training Method for Adopting Pre-Trained Models to Downstream Remote Sensing Image Semantic Segmentation. - Ming Zhang; Xin Gu; Ji Qi 001; Zhenshi Zhang; Hemeng Yang; Jun Xu; Chengli Peng; Haifeng Li 007 (Remote. Sens., 2024)

Conditional Diffusion Model for Urban Morphology Prediction. - Tiandong Shi; Ling Zhao 005; Fanfan Liu; Ming Zhang; Mengyao Li; Chengli Peng; Haifeng Li 007 (Remote. Sens., 2024)

Augmentation-Free Graph Contrastive Learning of Invariant-Discriminative Representations. - Haifeng Li 007; Jun Cao; Jiawei Zhu; Qinyao Luo; Silu He; Xuying Wang (IEEE Trans. Neural Networks Learn. Syst., 2024)

Lifelong Learning With Cycle Memory Networks. - Jian Peng 009; Dingqi Ye; Bo Tang 011; Yinjie Lei; Yu Liu 003; Haifeng Li 007 (IEEE Trans. Neural Networks Learn. Syst., 2024)

CMBA-FL: Communication-mitigated and blockchain-assisted federated learning for traffic flow predictions. - Kaiyin Zhu; Mingming Lu; Haifeng Li 007; Neal N. Xiong; Wenyong He (Digit. Commun. Networks, 2025)

Causal invariant geographic network representations with feature and structural distribution shifts. - Yuhan Wang; Silu He; Qinyao Luo; Hongyuan Yuan; Ling Zhao 005; Jiawei Zhu; Haifeng Li 007 (Future Gener. Comput. Syst., 2025)

Task Knowledge Injection: Training-Free Adaptation of Multimodal Large Language Models for Remote Sensing Image Understanding. - Haifeng Li 007; Qiujun Li; Cheng Yang; Wang Guo; Mengyao Li; Hongyuan Yuan; Run Shao; Chengli Peng (IEEE Geosci. Remote. Sens. Lett., 2025)

Causal Invariant Representation Learning Based on Style Intervention Identity Regularization for Remote Sensing Image. - Yunsheng Zhang; Fanfan Liu; Jia Zhang; Haifeng Li 007 (IEEE Geosci. Remote. Sens. Lett., 2025)

SAR-SPA: Incorporating Target Scattering Characteristic Parameters in Adversarial Example Generation for SAR Imagery. - Jiahao Cui 004; Jiale Duan; Binyan Luo; Hang Cao; Wang Guo; Haifeng Li 007 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Scale Snapshot Topology Distance: Quantifying the Spatial Scale Effect From a Topological Perspective. - Jiawei Zhu; Song Gao 001; Chao Tao 001; Yu Liu 003; Haifeng Li 007 (Trans. GIS, 2025)

SparseFormer: A Credible Dual-CNN Expert-Guided Transformer for Remote Sensing Image Segmentation With Sparse Point Annotation. - Yujia Chen; Hao Cui 002; Guo Zhang 001; Xue Li; Zhigang Xie; Haifeng Li 007; Deren Li (IEEE Trans. Geosci. Remote. Sens., 2025)

AllSpark: A Multimodal Spatiotemporal General Intelligence Model With Ten Modalities via Language as a Reference Framework. - Run Shao; Cheng Yang; Qiujun Li; Linrui Xu; Xiang Yang; Xian Li; Mengyao Li; Qing Zhu; Yongjun Zhang 002; Yansheng Li 001; Yu Liu 003; Yong Tang; et al. (IEEE Trans. Geosci. Remote. Sens., 2025)

HASNet: A Foreground Association-Driven Siamese Network With Hard Sample Optimization for Remote Sensing Image Change Detection. - Chao Tao 001; Dongsheng Kuang; Zhenyang Huang; Chengli Peng; Haifeng Li 007 (IEEE Trans. Geosci. Remote. Sens., 2025)

Enhancing Scene Classification in Cloudy Image Scenarios: A Collaborative Transfer Method with Information Regulation Mechanism using Optical Cloud-Covered and SAR Remote Sensing Images. - Yuze Wang 005; Rong Xiao; Haifeng Li 007; Mariana Belgiu; Chao Tao 001 (CoRR, 2025)

STAR: A First-Ever Dataset and a Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite Imagery. - Yansheng Li 001; Linlin Wang; Tingzhu Wang; Xue Yang 005; Junwei Luo; Qi Wang 009; Youming Deng; Wenbin Wang; Xian Sun; Haifeng Li 007; Bo Dang 002; Yongjun Zhang 002; et al. (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Remote Sensing Image Intelligent Interpretation with the Language-Centered Perspective: Principles, Methods and Challenges. - Haifeng Li 007; Wang Guo; Haiyang Wu; Mengwei Wu; Jipeng Zhang; Qing Zhu; Yu Liu 003; Xin Huang; Chao Tao 001 (CoRR, 2025)

STDCformer: A transformer-based model with a spatial-temporal causal de-confounding strategy for crowd flow prediction. - Silu He; Peng Shen; Pingzhen Xu; Qinyao Luo; Haifeng Li 007 (Inf. Fusion, 2026)